Releases
A release is a promotion process with evidence gates, not a training loop. Retraining is triggered by drift or new labels, but a candidate never promotes itself: it becomes production only after offline evidence, a shadow run and two people signing for it.
2026.09.21-141131
demonstration bundle: analytic reference backend, synthetic parts · built 19h ago · backend analytic
- Candidate
- Gates passed
- Shadow
- Approved
- Canary
- Production
Evidence gates
Golden testpassed
6 defect classes and 151 good parts; every lower bound above target
- N burr 22.0
- N contamination 31.0
- N dent 29.0
- N missing hole 33.0
- N ok 151.0
- N porosity 22.0
- N scratch 22.0
- Recall burr 1.0
Lighting shiftpassed
6 classes compared, none falling more than 2 points
- Drop burr 0.000
- Drop contamination -0.065
- Drop dent 0.000
- Drop missing hole 0.000
- Drop porosity 0.000
- Drop scratch 0.000
- Shifted recall burr 1.0
- Shifted recall contamination 1.0
Latencypassed
P99 64.1 ms over 200 parts, deadline 180 ms
- Deadline ms 180.0
- Max ms 74.6
- P50 ms 23.4
- P95 ms 51.7
- P99 ms 64.1
- Parts 200.0
Reproducibilitypassed
5 images reproduced within 1e-05
- Images 5.0
- Max anomaly score difference 0.000
- Max defect score difference 0.000
- Tolerance 0.000
Approvalpassed
approved by 2 people covering ['ml_owner', 'quality_owner']
- Approvals 2.0
- Distinct users 2.0
Approvals
| Who | Role | When |
|---|---|---|
| j.deshmukh | Quality owner | 19h ago |
| p.rao | Ml owner | 19h ago |
What this bundle covers
- Recipes
- R-DEMO-01
- Part numbers
- SKU-FLANGE-A
- Classes
- ok, scratch, dent, porosity, burr, missing_hole, contamination
- Pre-processing
- 24afd8710f8f
This bundle allows the analytic reference backend to pass parts automatically. That is a demonstration setting recorded in the signed manifest, not a hidden switch — every decision made under it names this bundle.