Kintsugi's deterministic rule engine closes a gap left by AI coding agents that execute irreversible shell commands — `rm -rf`, `DROP TABLE`, `dd` — with no native undo, by making destructive actions recoverable via snapshots and ensuring the block decision cannot be subverted by prompt injection.