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The author developed an open-source tool called scar-cli to measure whether AI agents actually follow injected rules, reporting 737 rule firings with zero violations in their own repositories and inviting community testing.
The author shares how their AI coding agent ignored an instruction to keep a project on SQLite and tried to sneak in Postgres. They built two local agents sharing one memory—one logs decisions, the other reviews new code against past decisions—and it caught the violation instantly, fully on-device.