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.
Cancel anytime · Deep dives, not fluff · Already subscribed? Sign in →
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.
Every multi-agent demo shows 3 chatbots in a loop. Here's what happens when you build a 53-agent system that manages a real family — the 4 patterns, the cron architecture, and the orchestration layer that prevents chaos.
How hooks, extensions, and skills give AI agents real power — the complete system powering a 30-extension, 60-skill platform
MCP turns any device into an AI-controllable tool. Here's how I built an 18-tool MCP server that lets GitHub Copilot control my Android phone — and the pattern you can steal for your own hardware.
Visual Studio just productized agent skills — reusable instruction sets for Copilot. I've been running 71 skills across 50 agents for months. Here's the architecture that makes it work at scale.
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.
Most AI agents forget everything between sessions. Here's the exact 4-tier memory architecture I use across 43 production agents — with real files, real configs, and the skill that enforces it all.
Join practitioners building governed, production-grade agent systems. Get the deep dives every issue.
Subscribe — $19/mo