An agent that checks the page itself
Giving an agent a real browser removes the slowest loop in web debugging. The first thing that breaks is not your selectors — it is that a headless browser is refused at the edge.
Agents
Driving AI agents to software that is verified on a real device, not just compiled.
27 posts
Telling an AI agent your rules does not make it follow them
Seven guards fired on me in one session, each blocking a command I had already decided was fine. That gap between deciding and being allowed is the whole argument for hooks.
Every action your AI agent takes should be safe to run twice
Agents retry after ambiguous failures, so every action needs to be safe twice. Ledgers, content checks and dry runs — and the create that is genuinely not idempotent.