Thinking Out Loud
Build logs, AI agent deep-dives, autonomous systems notes, and career transparency.
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Implementing A2A at Enterprise Scale: What the Spec Doesn't Tell You
Shell's first Agent-to-Agent implementation on Azure AI Foundry — the protocol gaps, identity challenges, and what actually breaks when autonomous agents try to talk to each other.
Non-Human Identity: The Problem Nobody in Enterprise AI Is Talking About
When an AI agent calls an API, rotates a secret, or delegates a task — whose identity does it use? Why OAuth/OIDC wasn't built for agents, and what non-human identity frameworks are emerging to fix it.
From ROS to LangGraph: What Drone Autonomy Taught Me About AI Agents
The parallels between building autonomous UAVs and building LLM agent pipelines are striking. State machines, sensor loops, and failure recovery — the problems are older than the hype.