Field reports & writing

The largest installed base of process automation in the enterprise is sitting on the wrong side of the agent-protocol revolution — unless someone wires it through. A short note on what I built, and the three auth strategies that decided the shape.

What holds up when agentic automation moves from a demo into regulated, on-prem government infrastructure — and what quietly doesn't.

The fastest agentic projects I've shipped are the ones where I removed the agent from half the steps.

Retries are where naive agent systems quietly fail — a field-tested way to retry agentic steps without compounding the damage.

The week AI crossed from assisting humans to replacing workflows: AWS re:Invent's agent takeover, IBM's $9.3B Confluent buy, and xAI Grok 4.1 sweeping the leaderboards.

Power. Budgets. Procurement. The week governments officially became the largest customers in AI — Genesis Mission, AWS's $50B government deal, Anthropic's Opus 4.5, and the first federal law against AI fraud.

A week that felt different — not louder, not faster, just heavier. The 97-Day Knockout, Google's counterpunch, the AI that hacked itself, and the truce nobody saw coming.

AI keeps evolving from a set of tools into a full ecosystem. This week exposed real shifts in adaptive reasoning, infrastructure, cybersecurity, and enterprise adoption.

AI is no longer just a tool — it's becoming an ecosystem. The week of OpenAI × AWS's $38B cloud deal, Apple licensing Gemini for Siri, and UiPath FUSION Dubai's 'Agentic AI Meets ROI'.