Trust AI, but Verify

i ran into the same “looks legit but wrong” failure mode building modular repos with llms! So i built belgi (released yesterday). thesis: treat llm output as untrusted; acceptance depends on locked spec + executed evidence + invariants (default no-go). your arc frame-id vs page-id bug is exactly the kind of silent drift this is meant to catch.