<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url>
    <loc>https://praveentn.live/</loc>
    <lastmod>2026-05-06</lastmod>
    <changefreq>weekly</changefreq>
    <priority>1.0</priority>
  </url>
  <url>
    <loc>https://praveentn.live/#about</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/#experience</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/#projects</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/#education</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/#research</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/#contact</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn</loc>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts</loc>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards</loc>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog</loc>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/feed</loc>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?domain=foundations</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=math-foundations</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/math-foundations</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=neural-plumbing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/neural-plumbing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=deep-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/deep-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=information-theory</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/information-theory</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?domain=transformers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=tokenisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/tokenisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=embeddings</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/embeddings</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=attention</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/attention</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=positional-encoding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/positional-encoding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=transformer-anatomy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/transformer-anatomy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=training-objectives</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/training-objectives</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=decoding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/decoding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=context-windows</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/context-windows</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?domain=training</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=pretraining-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/pretraining-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=synthetic-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/synthetic-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=training-dynamics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/training-dynamics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=distributed-training</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/distributed-training</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=peft</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/peft</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=alignment-tuning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/alignment-tuning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?domain=rl</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=rl-foundations</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/rl-foundations</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=rl-for-llms</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/rl-for-llms</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?domain=systems</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=inference-optimisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/inference-optimisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=accelerator-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/accelerator-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=kernels-compilers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/kernels-compilers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=serving-systems</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/serving-systems</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?domain=applied</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=retrieval-rag</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/retrieval-rag</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=prompt-engineering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/prompt-engineering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=agents</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/agents</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=claude-certification</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/claude-certification</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?domain=frontier</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=reasoning-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/reasoning-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=evaluation-mlops</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/evaluation-mlops</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=safety-alignment</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/safety-alignment</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?domain=multimodal</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=vision-multimodal</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/vision-multimodal</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=speech-recognition</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/speech-recognition</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=speech-synthesis</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/speech-synthesis</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=robotics-embodied</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/robotics-embodied</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts?track=ai-for-science</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/flashcards/ai-for-science</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/forward-mode-vs-reverse-mode-ad</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/views-aliasing-and-in-place-autograd</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/attention-masks-and-variable-length-batching</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/batch-invariance-and-numerical-reproducibility</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/checkpoint-formats-and-state-dicts</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/rope-base-frequency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/multidimensional-rope</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/hybrid-rope-nope-layers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/position-augmented-training</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/contextual-position-encoding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/matryoshka-representation-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/circuit-tracing-attribution-graphs</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/activation-patching-causal-tracing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/activation-steering-representation-engineering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/agent-skills-progressive-disclosure</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/code-execution-as-tool-interface</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/orchestrator-worker-subagent-architectures</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/context-compaction-and-handoff</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/durable-agent-execution-and-recovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/agent-to-agent-interoperability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/sparse-autoencoders-for-interpretability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/multi-token-prediction</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/controlling-reasoning-length</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/hybrid-reasoning-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/model-rollouts-shadow-canary</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/admission-control-load-shedding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/many-shot-in-context-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/rag-vs-long-context</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/long-context-training-recipes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/graph-rag-and-community-summarisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/contextual-retrieval-chunk-augmentation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/agentic-and-iterative-retrieval</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/embedding-model-selection-and-adaptation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/multi-head-latent-attention</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/linear-attention-and-kernel-feature-maps</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/natively-trainable-sparse-attention</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/single-cell-foundation-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/generative-protein-and-molecule-design</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/self-driving-labs-and-autonomous-experimentation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ccaf-context-lifecycle</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ccaf-prompt-caching-economics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ccaf-cost-and-throughput-engineering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/mup-and-hyperparameter-transfer</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/tensor-memory-layout-and-contiguity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/accumulation-precision-and-mixed-dtype</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/variational-autoencoders-elbo</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/generative-adversarial-networks</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/self-supervised-contrastive-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/graph-neural-networks-message-passing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/state-space-models-selective-ssm</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/kv-cache-eviction-and-compression</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/structured-pruning-and-sparsity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/early-exit-and-adaptive-depth</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/automatic-prompt-optimisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/system-prompt-design</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/prompt-format-sensitivity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/multimodal-prompting</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/conformal-prediction-for-llms</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/epistemic-aleatoric-uncertainty-llms</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/selective-prediction-and-abstention</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/lagrangian-duality-constrained-optimisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/fisher-information-natural-gradient</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/spectral-analysis-weight-matrices</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/optimal-transport-wasserstein</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/fourier-analysis-neural-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/cross-embodiment-transfer</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/flow-matching-action-experts</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/world-models-for-control</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/parallel-sim-locomotion</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/robot-policy-evaluation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/native-resolution-vision-encoding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/early-fusion-multimodal</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/discrete-visual-tokenisers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/flow-matching-rectified-flow</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/visual-document-retrieval</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/multimodal-hallucination-eval</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/neural-weather-prediction</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/neural-operators-pde-surrogates</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ml-interatomic-potentials</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ai-for-formal-mathematics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/cot-faithfulness</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/inference-scaling-laws-budgets</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/self-correction-limits</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/eval-error-bars-statistics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/arena-elo-preference-ranking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/agentic-benchmarks-swe-bench</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/eval-driven-development</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/scalable-oversight-weak-to-strong</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ai-control-untrusted-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/sleeper-agents-model-organisms</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/machine-unlearning-llms</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/watermarking-content-provenance</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/agent-planning-decomposition</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/computer-use-gui-agents</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/agent-sandboxing-least-privilege</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/long-horizon-agent-reliability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/sequence-and-context-parallelism</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/composing-parallelism-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/pipeline-bubbles-and-schedules</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/overlapping-communication-and-computation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/fault-tolerance-at-scale</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/serving-slos-ttft-tpot-goodput</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/disaggregated-prefill-decode-serving</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/prefix-aware-routing-and-kv-cache-reuse</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/autoscaling-llm-cold-starts</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/chunking-strategies-for-retrieval</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ann-indexes-hnsw-ivf-pq</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/reranking-and-cross-encoders</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/query-transformation-for-retrieval</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/rag-evaluation-and-groundedness</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/late-interaction-multi-vector-retrieval</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/attention-mechanism</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/transformer-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/tokenisation-bpe</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/embeddings-semantic-search</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/positional-encodings</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/sampling-decoding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/context-windows-long-context</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/fine-tuning-vs-rag</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/retrieval-augmented-generation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/rlhf</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/chain-of-thought</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/mixture-of-experts</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/pretraining-objectives</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/scaling-laws-chinchilla</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/dpo-preference-optimisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/tool-use-function-calling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/agentic-react</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/agent-frameworks-compared</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/model-context-protocol</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/agent-memory-architectures</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/agent-evaluation-harnesses</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/convolutional-neural-networks</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/recurrent-networks-lstm-gru</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/normalisation-batchnorm-layernorm</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/dropout-regularisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/optimisers-adam-adamw-lion</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/backpropagation-autodiff</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/activation-functions</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/residual-connections-skip</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/kv-cache</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/flash-attention</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/speculative-decoding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/quantisation-int8-fp8</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/vllm-continuous-batching</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/moe-inference</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/paged-attention-memory</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/structured-generation-constrained-decoding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/data-parallelism-ddp</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/zero-fsdp-sharding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/tensor-pipeline-parallelism</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/mixed-precision-bf16-fp8</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/gradient-checkpointing-offload</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/public-benchmarks-mmlu-gpqa</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/helm-holistic-eval</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/custom-evals-llm-judge</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/red-teaming-adversarial-eval</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/model-registry-lineage</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/production-monitoring-drift</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/llm-observability-tooling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/prompt-injection</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/jailbreaks-refusal-robustness</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/constitutional-ai-rlaif</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/sycophancy-deception-reward-hacking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/mech-interp-primer</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/frontier-alignment-evals</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/linear-algebra-for-ml</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/probability-information-theory</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/calculus-and-gradients</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/optimisation-theory</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/statistical-learning-theory</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/numerical-computation-gotchas</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/vision-transformers-vit</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/clip-contrastive-vision-language</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/diffusion-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/sam-dense-prediction</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/multimodal-llms-llava-flamingo</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/video-audio-any-to-any</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/test-time-compute-scaling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/process-reward-models-rlvr</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/cot-self-consistency-search</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/openai-o-series-reasoning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/deepseek-r1-open-reasoning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/reasoning-evals-contamination</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/vector-databases-compared</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/hybrid-retrieval-bm25-vector</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/prompt-caching-infrastructure</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/llm-gateways-routing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/token-accounting-billing-quotas</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/multi-tenant-serving-isolation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ccaf-agentic-loops</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ccaf-multi-agent-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ccaf-enforcement-patterns</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ccaf-tool-design-mcp</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ccaf-claude-code-config</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ccaf-prompt-engineering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ccaf-context-reliability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/web-scale-corpus-construction</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/text-extraction-and-boilerplate-removal</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/language-identification-and-filtering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/quality-filtering-with-classifiers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/heuristic-quality-filters</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/exact-and-fuzzy-deduplication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/minhash-and-lsh-for-deduplication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/document-level-vs-token-level-deduplication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/data-mixtures-and-domain-weighting</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/curriculum-and-data-ordering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/training-a-tokeniser-on-a-corpus</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/vocabulary-size-trade-offs</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/benchmark-decontamination</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/pii-detection-and-removal</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/toxicity-filtering-of-pretraining-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/code-data-curation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/multilingual-data-balancing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/data-provenance-and-licensing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/deduplication-and-memorisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/data-pipelines-at-scale</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/why-synthetic-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/self-instruct</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/evol-instruct</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/knowledge-distillation-from-a-teacher-model</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/distilling-reasoning-traces</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-constitutional-ai-data-loop</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/rejection-sampling-fine-tuning-and-star</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/self-play-and-self-improvement</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/persona-prompting-for-diversity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/textbook-quality-synthetic-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/synthetic-data-for-code</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/synthetic-data-for-mathematics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/quality-filtering-of-synthetic-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/diversity-metrics-and-collapse-detection</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/model-collapse-from-recursive-training</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/mixing-synthetic-and-human-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/synthetic-preference-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/programmatic-and-templated-data-generation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/auditing-synthetic-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/distillation-and-terms-of-service-constraints</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/why-parameter-efficient-fine-tuning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/lora-low-rank-adaptation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-intrinsic-dimension-hypothesis</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/choosing-lora-rank-and-alpha</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/which-layers-to-adapt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/qlora-4-bit-base-with-lora</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/nf4-and-double-quantisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/dora-weight-decomposed-lora</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/adapter-modules</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/prefix-tuning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/prompt-tuning-with-soft-prompts</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ia3-and-scaling-vector-methods</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/serving-many-lora-adapters</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/merging-lora-into-base-weights</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/lora-vs-full-fine-tuning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/catastrophic-forgetting-in-fine-tuning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-memory-maths-of-fine-tuning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/lora-for-long-context-adaptation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/composing-and-stacking-adapters</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/lora-training-pitfalls</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-post-training-pipeline</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/supervised-fine-tuning-for-instructions</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/chat-templates-and-special-tokens</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/building-a-preference-dataset</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/reward-modelling-in-practice</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ppo-for-rlhf-in-practice</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-kl-penalty-and-reference-model</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/dpo-in-practice</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ipo-and-the-overfitting-fix</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/kto-unpaired-preference-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/orpo-and-reference-free-alignment</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/reward-hacking-in-alignment</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/model-merging-linear-and-slerp</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ties-and-dare-merging</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/model-soups</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/rlaif-and-constitutional-feedback</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/online-vs-offline-preference-optimisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/length-bias-and-verbosity-control</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/multi-objective-alignment</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/evaluating-an-aligned-model</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/markov-decision-processes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/returns-discounting-and-episodes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/value-functions-and-the-bellman-equations</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/policy-methods-vs-value-methods</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/dynamic-programming-for-rl</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/monte-carlo-methods</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/temporal-difference-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/q-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/deep-q-networks</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-exploration-exploitation-trade-off</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/policy-gradients-and-reinforce</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/baselines-and-variance-reduction</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/actor-critic-methods</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/generalised-advantage-estimation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/trust-region-policy-optimisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/proximal-policy-optimisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/on-policy-vs-off-policy-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/entropy-regularisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/reward-shaping-and-credit-assignment</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/model-based-reinforcement-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/rlhf-as-a-reinforcement-learning-problem</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-bandit-framing-of-rlhf</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/reward-models-as-learned-rewards</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-kl-regularised-rl-objective</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ppo-for-language-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/reward-over-optimisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/rlvr-rl-from-verifiable-rewards</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/grpo-group-relative-policy-optimisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/process-vs-outcome-rewards</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/credit-assignment-over-long-generations</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/best-of-n-and-inference-time-selection</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/rejection-sampling-as-rl</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/reasoning-rl-and-r1-style-training</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/reward-model-calibration-and-drift</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/exploration-in-language-model-rl</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/length-and-format-reward-hacking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/offline-rl-and-the-dpo-connection</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/multi-turn-and-agentic-rl</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-infrastructure-of-llm-rl</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/evaluating-rl-tuned-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-memory-wall-and-arithmetic-intensity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-roofline-model</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-gpu-execution-model</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-gpu-memory-hierarchy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/tensor-cores-and-matrix-engines</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/floating-point-formats-for-ml</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/hbm-bandwidth-and-capacity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/compute-bound-vs-memory-bound-kernels</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/occupancy-and-latency-hiding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/nvlink-and-intra-node-interconnect</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/infiniband-and-inter-node-networking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/collective-communication-primitives</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/tpu-systolic-arrays</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/why-gemms-dominate</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-flops-of-a-transformer-forward-pass</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/kv-cache-memory-and-bandwidth</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/prefill-vs-decode</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/power-thermals-and-clock-throttling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/hardware-cost-of-mixture-of-experts</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/reading-an-accelerator-datasheet</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/what-a-cuda-kernel-is</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-cuda-programming-model</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/memory-coalescing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/shared-memory-and-tiling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/kernel-fusion</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/why-flashattention-is-a-kernel-story</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/triton-python-level-gpu-kernels</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/writing-a-fused-softmax</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/torch-compile-and-torchinductor</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/graph-capture-and-cuda-graphs</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/xla-and-just-in-time-compilation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/operator-lowering-and-irs</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/autotuning-gpu-kernels</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/mixed-precision-kernels</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/quantised-gemm-kernels</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/paged-attention-as-a-memory-manager</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/custom-kernels-for-mixture-of-experts</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/profiling-gpu-workloads</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/roofline-guided-kernel-optimisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/when-not-to-write-a-custom-kernel</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-asr-problem-and-pipeline</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/audio-features-and-spectrograms</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/why-sequence-length-is-hard-in-audio</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ctc-connectionist-temporal-classification</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-ctc-blank-token-and-alignment</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-rnn-transducer</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/listen-attend-and-spell</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-conformer-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/whisper-weakly-supervised-asr</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/whispers-multitask-decoder</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/streaming-vs-offline-asr</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/causal-and-chunked-attention-for-streaming</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/beam-search-decoding-in-asr</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/language-model-fusion</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/word-error-rate-and-asr-evaluation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/endpointing-and-voice-activity-detection</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/speaker-diarisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/robustness-to-noise-and-accents</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/wav2vec-2-0-and-self-supervised-audio</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/hubert-and-discrete-audio-units</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-tts-problem-and-pipeline</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/text-normalisation-and-phonemisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-acoustic-model-and-vocoder-split</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/tacotron-2</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/attention-failures-in-tts</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/fastspeech-and-non-autoregressive-tts</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/duration-modelling-and-alignment</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/griffin-lim-and-classical-vocoders</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/wavenet</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/hifi-gan-and-neural-vocoders</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-mel-spectrogram-interface</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/neural-audio-codecs</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/residual-vector-quantisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/vall-e-tts-as-token-language-modelling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/bark-and-fully-generative-audio</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/zero-shot-voice-cloning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/prosody-and-style-control</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/streaming-tts-and-latency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/evaluating-tts-with-mos</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/diffusion-models-for-speech</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/few-shot-in-context-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/structured-output-coercion</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/prompt-compression</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/prompt-chaining-decomposition</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/injection-aware-prompt-design</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/alphafold2-protein-structure</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/alphafold3-and-cofolding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/protein-language-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ml-for-materials-discovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/ml-for-science-pitfalls</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/vision-language-action-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/rt-2-web-scale-robot-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/action-tokenisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/imitation-learning-diffusion-policy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/sim-to-real-transfer</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/autoregressive-generation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/in-context-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/prompt-stack-chat-roles</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/context-engineering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/context-rot-degradation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/next-token-prediction-cross-entropy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/softmax-logits</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/layernorm-residual-connections</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/feedforward-swiglu</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/perplexity-language-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/byte-level-bpe</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/wordpiece-tokenisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/unigram-sentencepiece</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/special-and-control-tokens</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-tokenisation-tax</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/bpe-dropout-subword-regularisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/why-llms-cant-spell</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/tokenisation-and-arithmetic</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/detokenisation-and-streaming</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/token-fertility-multilingual</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/input-embeddings-and-lookup</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/weight-tying-embeddings</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/word2vec-glove-history</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/static-vs-contextual-embeddings</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-residual-stream</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/embedding-space-geometry-anisotropy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/cosine-similarity-vs-dot-product</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/sentence-embeddings-and-pooling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/superposition-and-polysemantic-neurons</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/unembedding-and-the-logit-lens</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/queries-keys-values</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/multi-head-attention-deep</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/self-attention-vs-cross-attention</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/causal-masking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/induction-heads-and-in-context</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/multi-query-grouped-query-attention</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/attention-sinks</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-quadratic-cost-of-attention</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/sliding-window-attention</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/attention-as-soft-dictionary-lookup</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/sinusoidal-positional-encodings</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/learned-absolute-positions</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/rotary-position-embeddings</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/alibi-linear-biases</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/relative-position-representations</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/rope-scaling-ntk-yarn</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/length-extrapolation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/no-positional-encoding-nope</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/why-attention-needs-positions</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/effective-context-length</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/anatomy-of-a-transformer-block</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/encoder-only-models-bert</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/encoder-decoder-models-t5</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/decoder-only-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/prefix-lm</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/parallel-attention-and-ffn</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/weight-initialisation-transformers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/qk-normalisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/depth-width-aspect-ratio</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/sublayer-ordering-design</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/causal-lm-pretraining-task</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/masked-language-modelling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/span-corruption</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/fill-in-the-middle</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/label-smoothing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/z-loss-logit-regularisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/moe-load-balancing-loss</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/sequence-packing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/loss-masking-in-fine-tuning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/softmax-cross-entropy-gradient</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/learning-rate-schedules</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/warmup-and-why-it-helps</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/gradient-clipping</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/loss-spikes-and-divergence</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/weight-decay-in-pretraining</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/critical-batch-size</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/gradient-accumulation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/optimiser-state-memory</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/mu-parametrisation-transfer</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/wsd-learning-rate-schedule</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/greedy-decoding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/beam-search</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/temperature-sampling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/top-k-sampling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/nucleus-sampling-top-p</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/min-p-and-typical-sampling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/repetition-penalty</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/neural-text-degeneration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/logit-bias-and-masking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/decoding-determinism</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/entropy-and-surprise</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/cross-entropy-and-kl</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/bits-per-byte</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/language-modelling-as-compression</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/maximum-likelihood-estimation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/calibration-of-language-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-softmax-bottleneck</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/mutual-information-and-representations</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/logprobs-and-token-probabilities</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/n-gram-models-and-smoothing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/tensors-shapes-and-batching</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/matmul-the-core-operation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-forward-pass-end-to-end</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/the-backward-pass-gradient-flow</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/counting-transformer-parameters</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/training-memory-footprint</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/signal-propagation-and-init</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/why-nonlinearity-matters</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/einsum-and-tensor-contractions</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/concepts/broadcasting-and-vectorisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/rope-base-frequency-wavelength-context-length</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/batch-invariance-deterministic-llm-inference</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/context-economics-of-agents</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/attribution-graphs-circuit-tracing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/retrieval-is-a-ranking-problem</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/lora-is-not-cheap-full-fine-tuning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/llm-serving-goodput-not-throughput</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/residual-stream-transformer-memory-bus</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/language-modeling-is-compression</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/policy-gradient-variance-baselines-ppo</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/ctc-rnnt-alignment-streaming-asr</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/kl-divergence-four-faces</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/self-supervised-learning-collapse</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/automatic-prompt-optimisation-compilers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/conformal-prediction-llm-uncertainty</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/vision-language-action-models-robot-policies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/vision-token-budget-resolution-policy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/learned-weather-forecasting</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/error-bars-for-llm-evals</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/agent-memory-episodic-semantic</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/agentic-reinforcement-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/agentic-runtime-revolution</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/anthropic-platform-architecture-guide</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/azure-ai-foundry-enterprise-platform</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/byte-latent-transformer-dynamic-patching</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/cache-augmented-generation-kv-cache</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/claude-certified-architect-foundations-exam-guide</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/constitutional-ai-rlaif-scaling-oversight</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/context-engineering-long-horizon-agents</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/context-rot-long-context-degradation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/diffusion-language-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/do-transformers-need-three-projections</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/dynamic-workflows-generated-agent-harnesses</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/claude-stack-marketing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/five-doors-enterprise-agentic-ai</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/why-langgraph-control-over-convenience</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/mcp-usb-c-of-ai</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/macros-to-agency-knowledge-work-automation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/stop-fine-tuning-for-facts</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/classical-ml-not-dead</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/prompt-caching-changes-apps</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/cost-collapse-frontier-training</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/rlhf-vs-dpo-in-production</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/agents-wrong-frame-for-workflows</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/eu-ai-act-enforcement-2026-startups</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/reasoning-model-bubble-test-time-compute</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/eval-pipeline-is-the-moat</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/flashattention-memory-wall</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/gspo-sequence-level-policy-optimization</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/guardrails-safety-classifiers-moderation-tax</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/hidden-cost-of-ai-inference</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/hybrid-state-space-transformers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/knowledge-distillation-small-language-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/langgraph-stateful-agent-orchestration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/latent-reasoning-thinking-without-tokens</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/lethal-trifecta-prompt-injection-agents</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/llm-as-judge-benchmark-contamination</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/long-context-rope-scaling-yarn-ring-attention</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/low-bit-llm-quantization</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/matrix-orthogonalization-recurrent-memory</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/mixture-of-experts-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/model-context-protocol-mxn-integration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/multi-agent-orchestration-patterns</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/multi-head-latent-attention-kv-cache-compression</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/muon-optimizer-orthogonalized-llm-training</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/nano-banana-vision-banana-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/paged-attention-continuous-batching</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/production-agent-engineering-procode</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/length-of-a-thought-context-windows</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/how-much-data-is-enough-chinchilla</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/rl-from-verifiable-rewards-rlvr</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/sleep-time-compute-anticipatory-inference</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/speculative-decoding-parallel-llm-inference</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/structured-generation-constrained-decoding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/test-time-compute-scaling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/titans-neural-memory-test-time-learning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/learn/blog/trainable-sparse-attention-native</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture</loc>
    <changefreq>daily</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz</loc>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards</loc>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms</loc>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/architecture-fundamentals</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/distributed-systems</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/data-architecture</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/cloud-architecture</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/networking</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/api-integration</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/reliability-resilience</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/observability</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/performance-capacity</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/security-architecture</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/cost-finops</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/business-architecture</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/communication</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/enterprise-architecture</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/legacy-modernization</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/ai-era-architecture</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/software-architecture</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/architecture-patterns</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/decision-making</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/areas/meta-skills</loc>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/architecture-fundamentals</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/architecture-fundamentals</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=architecture-fundamentals</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/distributed-systems</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/distributed-systems</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=distributed-systems</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/cap-pacelc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/cap-pacelc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=cap-pacelc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/consistency-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/consistency-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=consistency-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/idempotency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/idempotency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=idempotency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/retries-backoff</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/retries-backoff</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=retries-backoff</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/timeouts-deadlines</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/timeouts-deadlines</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=timeouts-deadlines</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/circuit-breakers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/circuit-breakers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=circuit-breakers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/backpressure-flow-control</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/backpressure-flow-control</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=backpressure-flow-control</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/load-shedding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/load-shedding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=load-shedding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/bulkheads-isolation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/bulkheads-isolation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=bulkheads-isolation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/leader-election</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/leader-election</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=leader-election</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/consensus-protocols</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/consensus-protocols</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=consensus-protocols</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/distributed-locking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/distributed-locking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=distributed-locking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/distributed-transactions</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/distributed-transactions</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=distributed-transactions</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/sagas-compensation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/sagas-compensation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=sagas-compensation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/service-discovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/service-discovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=service-discovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/messaging-queues</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/messaging-queues</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=messaging-queues</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/event-streaming</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/event-streaming</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=event-streaming</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/clock-and-ordering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/clock-and-ordering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=clock-and-ordering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/failure-modes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/failure-modes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=failure-modes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/data-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/data-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=data-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/relational-modelling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/relational-modelling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=relational-modelling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/nosql-stores</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/nosql-stores</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=nosql-stores</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/indexing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/indexing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=indexing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/query-optimisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/query-optimisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=query-optimisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/transactions-isolation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/transactions-isolation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=transactions-isolation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/replication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/replication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=replication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/partitioning-sharding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/partitioning-sharding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=partitioning-sharding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/caching-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/caching-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=caching-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/cache-invalidation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/cache-invalidation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=cache-invalidation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/cqrs</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/cqrs</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=cqrs</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/event-sourcing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/event-sourcing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=event-sourcing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/change-data-capture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/change-data-capture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=change-data-capture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/data-warehousing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/data-warehousing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=data-warehousing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/data-lakehouse</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/data-lakehouse</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=data-lakehouse</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/etl-elt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/etl-elt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=etl-elt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/streaming-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/streaming-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=streaming-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/data-governance</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/data-governance</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=data-governance</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/data-lifecycle</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/data-lifecycle</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=data-lifecycle</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/polyglot-persistence</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/polyglot-persistence</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=polyglot-persistence</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/cloud-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/cloud-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=cloud-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/compute-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/compute-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=compute-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/cloud-storage</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/cloud-storage</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=cloud-storage</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/cloud-databases</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/cloud-databases</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=cloud-databases</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/containers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/containers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=containers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/kubernetes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/kubernetes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=kubernetes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/serverless</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/serverless</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=serverless</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/autoscaling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/autoscaling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=autoscaling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/cloud-load-balancing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/cloud-load-balancing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=cloud-load-balancing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/multi-region</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/multi-region</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=multi-region</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/availability-zones</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/availability-zones</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=availability-zones</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/cloud-disaster-recovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/cloud-disaster-recovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=cloud-disaster-recovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/backup-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/backup-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=backup-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/infrastructure-as-code</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/infrastructure-as-code</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=infrastructure-as-code</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/landing-zones</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/landing-zones</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=landing-zones</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/managed-services</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/managed-services</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=managed-services</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/cloud-migration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/cloud-migration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=cloud-migration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/multi-cloud</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/multi-cloud</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=multi-cloud</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/edge-computing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/edge-computing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=edge-computing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/cloud-governance</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/cloud-governance</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=cloud-governance</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/networking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/networking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=networking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/api-integration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/api-integration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=api-integration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/api-versioning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/api-versioning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=api-versioning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/backward-compatibility</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/backward-compatibility</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=backward-compatibility</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/reliability-resilience</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/reliability-resilience</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=reliability-resilience</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/error-budgets</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/error-budgets</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=error-budgets</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/observability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/observability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=observability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/slo-monitoring</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/slo-monitoring</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=slo-monitoring</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/performance-capacity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/performance-capacity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=performance-capacity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/connection-pooling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/connection-pooling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=connection-pooling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/security-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/security-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=security-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/authentication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/authentication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=authentication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/authorization</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/authorization</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=authorization</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/oauth-oidc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/oauth-oidc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=oauth-oidc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/tokens-jwt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/tokens-jwt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=tokens-jwt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/iam</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/iam</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=iam</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/secrets-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/secrets-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=secrets-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/encryption</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/encryption</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=encryption</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/key-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/key-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=key-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/zero-trust</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/zero-trust</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=zero-trust</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/threat-modelling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/threat-modelling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=threat-modelling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/owasp-risks</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/owasp-risks</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=owasp-risks</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/secure-api-design</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/secure-api-design</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=secure-api-design</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/supply-chain-security</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/supply-chain-security</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=supply-chain-security</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/network-security</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/network-security</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=network-security</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/auditability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/auditability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=auditability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/compliance-frameworks</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/compliance-frameworks</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=compliance-frameworks</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/privacy-engineering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/privacy-engineering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=privacy-engineering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/data-classification</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/data-classification</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=data-classification</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/incident-security-response</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/incident-security-response</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=incident-security-response</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/cost-finops</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/cost-finops</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=cost-finops</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/egress-costs</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/egress-costs</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=egress-costs</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/business-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/business-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=business-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/communication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/communication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=communication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/enterprise-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/enterprise-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=enterprise-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/legacy-modernization</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/legacy-modernization</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=legacy-modernization</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/rebuild-vs-rearchitect</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/rebuild-vs-rearchitect</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=rebuild-vs-rearchitect</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/strangler-application</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/strangler-application</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=strangler-application</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/data-migration-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/data-migration-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=data-migration-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/ai-era-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/ai-era-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=ai-era-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/software-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/software-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=software-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/release-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/release-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=release-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/architecture-patterns</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/architecture-patterns</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=architecture-patterns</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/decision-making</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/decision-making</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=decision-making</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/topics/meta-skills</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/flashcards/meta-skills</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms?topic=meta-skills</loc>
    <changefreq>monthly</changefreq>
    <priority>0.6</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-rightsize-fleet</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-storage-choice</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-serverless-db-connections</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-k8s-oom-and-throttle</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-autoscaling-wrong-metric</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-deployment-error-spike</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-multi-region-requirement</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-zone-failure-walk</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-backup-audit</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-iac-drift-policy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-landing-zone-first</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-managed-vs-self-managed-kafka</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-quota-failover-failure</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-edge-or-origin</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cl-migration-first-90-days</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sec-mfa-rollout</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sec-authz-model-choice</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sec-jwt-revocation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sec-secrets-migration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sec-zero-trust-sequencing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sec-threat-model-payments</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sec-api-security-review</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sec-dependency-vulnerability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sec-encrypt-what</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sec-compliance-scope-reduction</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sec-privacy-by-design-feature</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sec-breach-response-scoping</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sec-audit-log-design</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-normalise-or-not</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-choose-nosql</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-index-strategy-review</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-query-suddenly-slow</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-replica-lag-incident</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-cqrs-worth-it</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-event-sourcing-decision</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-cdc-or-events</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-warehouse-grain</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-lakehouse-vs-warehouse</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-pipeline-not-idempotent</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-late-events</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-who-owns-this-table</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-erasure-request-scope</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-polyglot-or-not</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/da-search-index-drift</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-classify-store-pacelc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-two-region-partition</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-timeout-budget-design</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-infinite-timeout-outage</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-breaker-oscillation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-breaker-vs-bulkhead</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-queue-grows-forever</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-shed-or-brownout</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-one-tenant-saturates</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-thread-pool-sizing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-shared-nothing-cell</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-scheduled-job-runs-twice</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-leader-failover-tuning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-avoid-distributed-lock</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-order-across-three-services</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-saga-late-failure</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-registry-outage</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-consumer-lag-growing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-choose-queue-or-stream</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ds-grey-failure-detection</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/prime-video-monolith-lesson</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/netflix-recommendation-layers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/uber-h3-hexagons</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/uber-doma-complexity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/discord-hot-partition</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/twitter-fanout-hybrid</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/build-your-own-cdn</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/instagram-simplicity-argument</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/tsb-big-bang-migration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/southwest-2022-deferred-modernisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sync-vs-async-decision</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/security-vs-usability-mfa</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/delivery-speed-vs-maintainability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/reserved-capacity-commitment-decision</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/knight-capital-partial-deployment</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/aws-s3-2017-blast-radius</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/meta-bgp-outage-out-of-band</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/github-2018-failover-reconciliation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cloudflare-2019-global-config-push</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/capital-one-ssrf-iam-blast-radius</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/equifax-patch-window-and-inventory</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/maersk-notpetya-recovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/slo-negotiation-with-business</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/index-strategy-slow-query</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/debugging-distributed-latency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/prompt-version-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/black-friday-readiness</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/coupling-cohesion-boundary-review</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/rest-graphql-grpc-choice</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/release-strategy-for-risky-change</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/build-for-uncertain-scale</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/portfolio-rationalisation-start</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/decide-with-missing-information</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/vpc-network-design</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/logs-metrics-traces-budget</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cost-model-before-build</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/disagree-with-senior-engineer</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/backup-strategy-verification</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/event-driven-queue-or-topic</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/payments-partition-tradeoff</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/retry-storm-cascade</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/idempotent-order-api</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/choose-shard-key</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/dual-write-consistency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cache-strategy-choice</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/sync-vs-async-boundary</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/eventual-consistency-ux</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/single-to-multi-region</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/serverless-vs-containers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/request-path-walkthrough</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/mtls-vs-gateway-auth</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/slo-for-new-service</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/observability-for-3am</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/ten-x-traffic</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/legacy-monolith-modernisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/design-url-shortener</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/adr-when-to-write</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/cost-blowup-diagnosis</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/rag-vs-finetune</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/agent-blast-radius</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/explain-to-three-audiences</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/quiz/over-engineering-review</loc>
    <changefreq>monthly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/instance-family</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/burstable-instance</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/block-storage</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/durability-vs-availability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/connection-proxy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/provisioned-vs-serverless-capacity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/container-image</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/image-registry</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/pod</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/resource-requests-and-limits</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/kubernetes-operator</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/target-tracking-scaling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/warm-pool</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/connection-draining</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cross-zone-load-balancing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/active-active-vs-active-passive</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/global-traffic-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/regional-evacuation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/zonal-vs-regional-services</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cross-zone-data-transfer</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/pilot-light</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/failback</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/immutable-backup</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/point-in-time-recovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/restore-drill</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/terraform-state</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/configuration-drift</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/service-control-policy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/account-vending</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/shared-responsibility-model</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/managed-service-upgrade-window</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/migration-wave</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/application-discovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cloud-exit-plan</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/edge-function</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/tagging-strategy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/policy-as-code</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/service-quota</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/multi-factor-authentication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/step-up-authentication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/role-explosion</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/object-level-authorization</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/authorization-code-pkce</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/token-introspection</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/refresh-token</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/jwks</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/permission-boundary</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/workload-identity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/dynamic-secrets</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/secret-zero</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/envelope-encryption</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/field-level-encryption</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/key-rotation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/hardware-security-module</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/microsegmentation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/stride</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/attack-surface</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/server-side-request-forgery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/mass-assignment</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/software-bill-of-materials</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/artifact-signing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/egress-filtering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/web-application-firewall</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/tamper-evident-log</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/continuous-compliance</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/purpose-limitation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/consent-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/data-discovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/dwell-time</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/containment-vs-eradication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/normalisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/foreign-key-constraint</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/surrogate-key</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/document-store</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/wide-column-store</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/graph-database</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/covering-index</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/partial-index</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/index-selectivity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cardinality-estimation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/join-strategies</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/synchronous-vs-asynchronous-replication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/replication-lag</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/multi-leader-replication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/read-model</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/projection</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/event-store</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/snapshotting</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/event-upcasting</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/log-based-cdc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/query-based-cdc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cdc-initial-snapshot</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/star-schema</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/slowly-changing-dimension</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/oltp-vs-olap</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/open-table-format</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/time-travel</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/schema-evolution</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/pipeline-orchestration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/backfill</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/idempotent-pipeline</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/windowing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/watermark</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/stream-table-duality</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/data-lineage</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/data-catalog</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/data-contract</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/hot-warm-cold-data</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/crypto-shredding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/right-to-erasure</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/database-per-service</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/operational-vs-analytical-store</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/pacelc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/partition-tolerance</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/harvest-and-yield</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/read-timeout</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cascading-timeout</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/deadline-exceeded</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/half-open-state</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/failure-threshold</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/fallback-strategy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/bounded-queue</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/reactive-streams</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/credit-based-flow-control</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/admission-control</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/priority-queueing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/brownout</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/thread-pool-isolation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/noisy-neighbour</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cell-isolation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/lease</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/fencing-token</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/split-vote</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/redlock</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/lock-lease-expiry</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/optimistic-concurrency-control</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/xa-transaction</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/try-confirm-cancel</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/atomic-commit-protocol</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/compensating-transaction</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/saga-orchestrator</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/pivot-transaction</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/service-registry</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/client-side-discovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/visibility-timeout</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/at-least-once-delivery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/message-ordering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/consumer-group</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/log-compaction</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/offset-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/grey-failure</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/fail-fast-vs-fail-safe</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/byzantine-fault</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/linearizability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/causal-consistency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/read-your-writes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/raft</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/version-vector</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/hot-partition</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/consistent-prefix-read</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/idempotency-token-store</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/retry-budget</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/two-phase-locking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/write-skew</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cache-stampede</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cache-penetration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/bloom-filter-cache-guard</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/serverless-cold-start</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/blue-green-database-schema</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/strangler-facade</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/dual-write</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/feature-parity-trap</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/semantic-versioning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/error-budget-policy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/burn-rate-alerting</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/littles-law-pools</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/egress-path-analysis</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/semantic-schema-diffing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-prime-video-monolith</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-netflix-recommendations</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-netflix-open-connect</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-uber-h3</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-uber-doma</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-discord-message-store</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-figma-sharding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-shopify-pods</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-stripe-api-versioning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-slack-cells</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-dropbox-magic-pocket</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-linkedin-kafka</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-twitter-timeline</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-google-maps-scale</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-instagram-simplicity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-whatsapp-erlang</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-ebay-generations</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-pinterest-sharding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-etsy-continuous-deployment</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-monzo-microservices</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-zoom-scale-up</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-booking-experimentation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-spotify-squads</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-salesforce-multitenancy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-capital-one-cloud-exit</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/case-airbnb-soa</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cell-based-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/shuffle-sharding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/static-stability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/control-plane-and-data-plane</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/load-shedding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/hedged-request</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/bulkhead</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/timeout-budget</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/outbox-pattern</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/incident-command</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/severity-levels</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/game-day</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/runbook</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/blast-radius-reduction</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/dora-metrics</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/paved-road</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cognitive-load</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/two-pizza-team</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/chargeback-and-showback</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/negotiation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/architecture-tradeoff-analysis-method</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/compliance-framework</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/privacy-by-design</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/personally-identifiable-information</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/tokenisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/indexing-strategy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/query-plan</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/connection-pool</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/synchronous-vs-asynchronous-communication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/security-vs-usability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/delivery-vs-maintainability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/prompt-registry</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/model-router</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/context-window</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/embedding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/separation-of-concerns</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/abstraction</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/encapsulation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/modularity</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/architecture-style</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/architecture-principle</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/quality-attribute-scenario</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/clean-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/microservices</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/test-pyramid</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/ci-cd</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/blue-green-deployment</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/canary-release</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/feature-flag</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/refactoring</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/trunk-based-development</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/sql-vs-nosql</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/managed-vs-self-managed</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/strong-vs-eventual-consistency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/first-principles-reasoning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/failure-thinking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/decision-making-under-uncertainty</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/pattern-recognition</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/pragmatism</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/scalability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/fault-tolerance</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/message-queue</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/event-stream</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/consistent-hashing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/quorum</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/split-brain</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/thundering-herd</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/fan-out</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/event-driven-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/publish-subscribe</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/competing-consumers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/service-mesh</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/pipes-and-filters</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/materialized-view</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/denormalisation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/database-index</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/etl-vs-elt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/data-retention-policy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/bloom-filter</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/tcp-ip</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/virtual-private-cloud</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/subnet</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/nat-gateway</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/security-group</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/websocket</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/layer-4-vs-layer-7-load-balancing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/anycast</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/rest</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/graphql</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/event-driven-integration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/enterprise-integration-patterns</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/dead-letter-queue</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/openapi</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/contract-testing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/authentication</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/authorization</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/json-web-token</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/identity-and-access-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/encryption-at-rest-and-in-transit</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/owasp-top-ten</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/auditability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/data-residency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/service-level-indicator</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/service-level-agreement</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/redundancy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/capacity-planning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/structured-logging</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cardinality</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/red-method</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/use-method</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/health-check</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/telemetry-sampling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/application-performance-monitoring</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/throughput</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/concurrency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/horizontal-vs-vertical-scaling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/caching-strategy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cloud-pricing-models</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/storage-tiering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/rightsizing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/architecture-cost-model</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cost-vs-reliability-tradeoff</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/stakeholder-analysis</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/time-to-market</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/product-thinking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/regulatory-constraint</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/capability-map</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/application-portfolio-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/technology-radar</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/replatform</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/re-architect-vs-rebuild</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/parallel-run</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/tool-calling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/prompt-versioning</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/semantic-cache</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/guardrail</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/sequence-diagram</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/data-flow-diagram</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/technical-proposal</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/presenting-to-executives</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/presenting-to-engineers</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/architecture-decision-log</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/object-storage</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/managed-service</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/backup-strategy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/multi-cloud</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/landing-zone</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/well-architected-review</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/solution-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/non-functional-requirement</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/architectural-driver</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/coupling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cohesion</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/evolutionary-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/architecture-decision-record</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/reversible-decision</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/build-vs-buy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/monolith-vs-microservices</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/layered-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/hexagonal-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/modular-monolith</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/strangler-fig</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/sidecar</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/backend-for-frontend</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/domain-driven-design</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/service-boundary</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/technical-debt</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/solid</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/fitness-function</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/conways-law</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cap-theorem</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/idempotency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/exponential-backoff</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/circuit-breaker</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/backpressure</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/eventual-consistency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/saga</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/leader-election</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/service-discovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/graceful-degradation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/distributed-tracing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/correlation-id</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/sharding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cqrs</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/event-sourcing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/write-ahead-log</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/change-data-capture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cache-invalidation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/read-replica</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/data-lakehouse</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/data-mesh</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/two-phase-commit</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/blast-radius</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/availability-zone</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/infrastructure-as-code</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/serverless</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/kubernetes</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/disaster-recovery</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/tls</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/dns</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/reverse-proxy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/content-delivery-network</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/api-gateway</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/grpc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/webhook</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/backward-compatibility</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/rate-limiting</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/idempotency-key</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/zero-trust</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/oauth-2</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/openid-connect</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/secrets-management</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/threat-modelling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/least-privilege</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/service-level-objective</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/error-budget</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/rto-and-rpo</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/availability-calculation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/chaos-engineering</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/blameless-postmortem</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/golden-signals</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/observability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/alert-fatigue</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/littles-law</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/tail-latency</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/load-testing</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/cost-per-request</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/egress-cost</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/total-cost-of-ownership</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/finops</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/autoscaling</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/business-capability</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/value-stream</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/c4-model</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/architecture-review-board</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/reference-architecture</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/togaf</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/six-rs-of-migration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/anti-corruption-layer</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/zero-downtime-migration</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/retrieval-augmented-generation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/vector-database</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/ai-gateway</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/human-in-the-loop</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/llm-evaluation</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/prompt-injection</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/model-context-protocol</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/systems-thinking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/trade-off-analysis</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
  <url>
    <loc>https://praveentn.live/architecture/terms/constraint-thinking</loc>
    <changefreq>monthly</changefreq>
    <priority>0.7</priority>
  </url>
</urlset>
