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 “interoperability”

Tagged “interoperability”

2 posts.

Clear
All Model Architecture19 Training & Alignment22 Inference & Serving18 Agents & Orchestration11 Reasoning & Evaluation26 Safety, Security & Governance7 Platforms & Practice20
Platforms & Practice 21 min

Model Context Protocol: How One JSON-RPC Standard Collapsed the M×N Integration Problem

Before MCP, connecting five agents to twenty tools meant writing a hundred bespoke adapters. A protocol turns that multiplication into an addition, and the math is the whole story.

mcp agents protocols tool-use ∑ ◫
Platforms & Practice 6 min

The Quiet Standard: How the Model Context Protocol Became the USB-C of AI

The most consequential AI release of late 2024 was not a model. It was a protocol. The story of how a single open standard ended the N-times-M integration nightmare is the story of every standard that ever mattered.

mcp standards interoperability agents
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