When the Guard Flags Itself: Debugging Self-Referential Prompt Security

In this session, I tackled a recurring bug in my Pipulate context compiler where the credential scanner was flagging its own documentation strings in append-only prompt logs. By isolating the file surface from the payload surface through diagnostic bisection, I re-armed the security tripwire without breaking the compiler loop. The entry blends practical Python refactoring with historical…