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.
Gemini CLI Hooks: Automating the Agentic Loop
Chat is reactive. Hooks are proactive. We explore how to use Gemini CLI Hooks to inject context and enforce security before the model thinks.
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.
The Agentic Software Development Life Cycle
The software development paradigm is shifting from prompt-and-response to an agentic workflow where developers become coaches, not players, orchestrating AI agent systems for a 100x productivity leap. The key skill is no longer prompt engineering, but Context Engineering - providing agents with structured data, documentation, and instructions. This post provides a practical playbook to build and scale this new agentic SDLC, moving from theory to an implementable strategy for the future of software development.