Practitioner Newsletter
Deep-dive production content on Agentic DevOps — governed workflows, hookflows, sandboxed tools, and the architecture decisions behind systems that actually run in production.
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Actual agent definitions, extension code, and pipeline configs from a running 40+ agent system — not sanitized tutorials.
Hookflows, sandboxing, tool surfaces, and structural safety — making the right thing to do the easy thing to do.
Why the system is shaped the way it is — the tradeoffs, the pivots, and the reasoning behind every structural choice.
What broke, what we over-engineered, and what we learned. The stuff nobody else publishes.
When AI agents drive your development, instructions aren't enforcement. Here's how I replaced git primitives with governed tools using hookflows and CLI extensions — with the real code from my production system.
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