Building the technology proof discovery pipeline
A queue-driven scanner that grounds every portfolio fact in an exact commit before it ever reaches public copy.
The Technology Portfolio content factory needed a repeatable way to find and ground technology proof across years of repository history without inventing claims. The discovery program scans source lanes at orthogonal levels -- authority, inventory, semantic triage, evidence audit, and projection ruling -- and only emits a source record when a review row can be matched back to its exact anchor line in the exact commit that introduced it. Anything unanchored is refused rather than guessed.
Technologies
- Python
- JSON Schema
- Git history mining
Applicability
Useful for any team that wants a defensible, low-manual-effort way to turn internal delivery history into review-ready evidence records.
Evidence
Evidence class: documented-statement
Frequently asked
How does the discovery pipeline avoid inventing facts?
Every emitted record must match an anchor line captured at scan time in a specific commit; a review row with no matching anchor is skipped rather than emitted.