TYPE 04 / Evaluation dossier
Evaluation and observability tools
Systems for test cases, traces, quality review, cost inspection, regressions, and operating feedback.
Choose a system that records evidence your team can act on without collecting unnecessary sensitive content.
Evidence to collect
- 01Evaluation dataset ownership
- 02Trace fields and redaction
- 03Regression workflow
- 04Alert-to-owner path
Stop and investigate
- Scores lack an observable rubric
- Raw sensitive inputs are stored by default
- Dashboards have no decision owner
Run one reversible exercise.
Create five labeled cases, force one regression, and confirm the tool shows why it changed, who is alerted, and what can be deleted.
Build the evaluation brief →