Case — original R&D
The audit of a pipeline that shipped nothing
An internal generative pipeline for a historical series was running — and had accepted zero shots. The audit went in to find the mechanism, not the symptom.
Type
Original / R&D
Scope
Process audit · diagnosis
Route
Audit & Blueprint
The problem
- The pipeline was operating and spending resources — output stayed at zero
- Every fix made the acceptance rules stricter, never looser
- From inside the process, the cause was invisible
What the audit did
- Reviewed the full run history and the acceptance rule set
- Named the mechanism: a ratchet — rules that only ever tightened, until nothing could pass
- Delivered a written diagnosis
Outcome
The failure mode was named and documented: quality control that only tightens eventually stops the line entirely. Knowing the mechanism is what makes the fix possible.
A similar task?
A pipeline that runs but doesn’t ship? Let’s look at it.