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The Universal Adapter: How the Model Context Protocol (MCP) Connects AI to the Physical World
Over the past few weeks, we’ve systematically broken down the architecture of modern enterprise AI. We established the foundational blueprint in Deconstructing AI, zoomed into the core matrix-math in Deconstructing the Brain, explored how static intelligence becomes autonomous in The Agentic Control Loop, and mapped out multi-agent collaboration in Deconstructing the Swarm. But despite all this advanced architecture, there is still one massive, glaring hole. An autonomous age

Sathish Kumar
4 days ago5 min read


Deconstructing the Swarm: How the Agent-to-Agent (A2A) Protocol Drives AI Collaboration
Over the past few weeks, we have been building a complete mental model of modern AI architectures. In Part 1, Deconstructing AI, we laid out the high-level orchestration of Large Language Models, Agents, and MCP servers. In Part 2, Deconstructing the Brain, we zoomed all the way in to reveal the frozen matrix-math that makes up an LLM. Then, in Part 3, The Agentic Control Loop, we evolved that passive brain into a dynamic entity, wrapping it in a continuous Sense-Think-Act lo

Sathish Kumar
Jun 205 min read
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