A2A Architectures: Tools are not just Functions (The Two-Phase Commit)
Why Agent-to-Agent (A2A) interactions and Side Effects require a 'Two-Phase Commit' for safety.
Agentic AI
The Blackboard Architecture: Solving the Agent 'Phone Game'
Chains are brittle. We need a shared state object for robust multi-agent reasoning.
LLMs are Terrible Backends (Unless You Force JSON)
Non-determinism is a bug, not a feature. We explore how to whip the model into compliance using Enforcers, Pydantic, and Constrained Generation.
Gemini CLI Hooks: Automating Agentic Developer Workflows
Gemini CLI hooks enable developers to seamlessly automate codebase context injection and build self-correcting ReAct loops without manual copy-pasting.
MCP: The End of the API Wrapper
We analyze the JSON-RPC internals of the Model Context Protocol (MCP) and why the 'Context Exchange' architecture renders traditional integration code obsolete.
Agentic SDLC: The Complete Framework for Autonomous Software Teams
An Agentic SDLC (Software Development Life Cycle) transforms how you architect autonomous workflows. Learn to build secure execution sandboxes and integrate multi-agent validation loops safely.