Building the Black Box: Local OAuth and the Flight Data Recorder for AI Workflows

In this piece, I examine the profound differences between relying on surface-level tool output and constructing rigorous, verifiable evidentiary loops. Through practical implementations of local logging and OAuth token warmers, we establish a reliable methodology for ensuring that what our automated systems report matches what actually occurred on the wire.