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Most teams trigger AI agents manually. Here's the production architecture that runs 60 autonomous agents on precise schedules — custom cron engine, staggered slots, fresh-agent isolation, and self-healing patterns.
Subscribe to read →GitOps isn't just K8s deployments. Use Git as a universal control plane for agent behavior, governance, security, and scheduling.
Subscribe to read →Everyone's building AI agents. Nobody's governing them. Here's the 7-layer governance stack from a production 53-agent system — constitution, approval gates, safety protocols, and isolation patterns.
Subscribe to read →Every enterprise team is drowning in toolchain sprawl. Here's how to build a real IDP on GitHub using Copilot extensions, IssueOps, hookflows, and golden-path starter repos — with 7 open-source repos you can use today.
Subscribe to read →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.
Subscribe to read →How hooks, extensions, and skills give AI agents real power — the complete system powering a 30-extension, 60-skill platform
Subscribe to read →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.
Subscribe to read →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.
Subscribe to read →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.
Subscribe to read →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.
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