Skip to content
∑ Praveen T N Learning Library
Concepts Flashcards Writing Editorial AI Feed Graph
Portfolio ↗
Overview Concepts Flashcards Writing Editorial AI Feed Graph Search Back to portfolio ↗
Library/ Writing/Tagged “prompt-engineering”

Tagged “prompt-engineering”

3 posts.

Clear
All Model Architecture19 Training & Alignment22 Inference & Serving18 Agents & Orchestration11 Reasoning & Evaluation26 Safety, Security & Governance7 Platforms & Practice20
Platforms & Practice 24 min

A Model Version Is No Longer a File: Registries for Compound AI Systems

Model registries were built to version a trained artefact you own. An LLM application's behaviour comes from a hosted snapshot that retires on someone else's calendar, plus prompts, an index and tools you change weekly. The relea…

model-registry-and-versioning mlops llm-systems evaluation ∑ ◫
Platforms & Practice 120 min

Claude Certified Architect - Foundations: The Complete Exam Preparation Guide

A comprehensive, interactive study guide covering every domain of the Claude Certified Architect - Foundations (CCAF) exam. Master agentic architecture, tool design, Claude Code configuration, prompt engineering, and context mana…

claude certification anthropic agent-sdk ∑ ◫
Training & Alignment 22 min

Prompts as Programs: What Changes When You Optimise the Prompt Instead of the Weights

A prompt optimiser that never touches a weight has been reported to beat GRPO by around six points using up to 35 times fewer rollouts. That result only makes sense once you stop treating the prompt as writing and start treating …

prompt-engineering llm optimization evaluation ∑ ◫
The library

1015 concepts, 11,105 flashcards and 123 long-form pieces on AI, NLP, deep learning, LLMs and agentic systems. Free, no sign-up, no paywall.

Sections Concepts Flashcards Writing AI Feed Knowledge Graph
Elsewhere Portfolio Architecture Practice RSS LinkedIn Buy me a coffee

Written and maintained by Praveen T N.

© 2026 Praveen T N