agent-oversight Where to Gate Your AI Coding Agent: A 3-Checkpoint Framework Most developers run zero approval gates on their AI coding agents. The other extreme — gating every tool call — just rebuilds a slow human workflow. Here's the minimal 3-checkpoint architecture that covers real risk without the noise.
remote-coding-agents The Outer Harness: Why the Real Work in AI Coding Agents Isn't the LLM The inner harness (Claude Code, Codex) is commoditizing. Four developers shipped the same control plane primitives this week without a shared vocabulary — here's the framework that names what they built.
agent-oversight How to Review AI-Generated Code That Ships Faster Than You Can Read AI agents write code faster than you can read it. Here's the four-checkpoint workflow — scope bounds, approval gates, diff review, test verification — that keeps you genuinely in control without killing the speed.