agent-oversight When Should Your Agent Ask Before Acting? A 3-Tier Risk Framework You're choosing between step-by-step approval and full autonomy — but that's the wrong binary. Here's the 3-tier risk framework that matches oversight to operation blast radius, not agent preference.
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.
mobile-coding-agents Claude Code vs. Codex for Heavy Users: Limits, Costs, and When to Switch You're burning through Claude Code Max sessions. Codex looks tempting. Here's the honest data — limits, degradation curves, and real switching costs — before you migrate.
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 Build Human-in-the-Loop Approval Gates for AI Coding Agents Your agent just ran something you didn't ask for. Here's the three-pattern stack — PreToolUse hooks, ThumbGate blocklists, and mobile approval forwarding — that keeps agents fast without giving them a blank check.
mobile-coding-agents Mobile UI Quality-Control Checklist for AI-Generated Code AI coding agents don't tell you what they silently add — and asking them to review their own work doesn't help. Here's the 8-point checklist that catches what the agent won't.
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.
agent-oversight The Permission Layer Is 98% of Agent Engineering Only 1–2% of agent code is actual AI logic. The other 98% — permission systems, hook composition, sandboxing, context management, subagent delegation — is what determines whether your agent is safe to run in production.
agent-oversight How to Audit What Your AI Agent Actually Did After the Session Your AI agent finished the session. But did it stay on task? Here's the post-run audit to catch silent scope creep — before it compounds into something you can't easily reverse.