Post-Release Learning Overview¶
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Post-Release Learning Overview
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Operations Evidence Review
Template purpose¶
Use this template to define the ES-114 learning review.
Project¶
<Project name>
Document control¶
| Field | Value |
|---|---|
| Artifact owner | <owner> |
| Primary reviewers | <reviewers> |
| Status | <draft / in review / accepted / revised> |
| Last updated | <YYYY-MM-DD> |
| Related Engineering Stage | ES-114 — Post-Release Learning and Stewardship |
| Project workspace target | docs/project-workspace/stewardship/post_release_learning_overview.md |
Source operations evidence¶
docs/project-workspace/monitoring/operations_monitoring_summary.md
docs/project-workspace/monitoring/monitoring_log.md
docs/project-workspace/monitoring/operational_event_log.md
docs/project-workspace/monitoring/incident_log.md
docs/project-workspace/monitoring/access_and_data_monitoring.md
docs/project-workspace/monitoring/guardrail_monitoring.md
docs/project-workspace/monitoring/ai_monitoring_record.md
docs/project-workspace/monitoring/user_feedback_log.md
docs/project-workspace/monitoring/risk_and_issue_updates.md
Learning objective¶
<Describe what this learning review is intended to determine.>
Scope reviewed¶
<Describe release, pilot, review, or operational scope reviewed.>
Stewardship question¶
<What stewardship decision is being made?>
Review period¶
| Field | Value |
|---|---|
| Start | <date/time> |
| End | <date/time> |
| Environment / context | <environment/context> |
| Operational decision entering review | <continue / conditional / pause / stop / transition> |
Evidence limitations¶
| Limitation | Impact | Mitigation / Interpretation |
|---|---|---|
<limitation> |
<impact> |
<mitigation> |
Learning domains¶
| Domain | Included? | Notes |
|---|---|---|
| Operational evidence | <yes / no / partial> |
<notes> |
| Incidents and defects | <yes / no / partial> |
<notes> |
| User feedback | <yes / no / partial> |
<notes> |
| Guardrails | <yes / no / partial> |
<notes> |
| AI behavior | <yes / no / partial / not applicable> |
<notes> |
| Technical debt / improvements | <yes / no / partial> |
<notes> |
| Governance / process updates | <yes / no / partial> |
<notes> |
| Next-cycle routing | <yes / no / partial> |
<notes> |
Review checklist¶
- [ ] Source monitoring evidence is identified.
- [ ] Learning objective is clear.
- [ ] Scope reviewed is clear.
- [ ] Stewardship question is explicit.
- [ ] Evidence limitations are visible.
- [ ] Learning domains are identified.