LMU/COICP Stewardship Example¶
Purpose¶
This section contains the completed ES-114 — Stewardship / Post-Release Learning example for the LMU Campus Operations and Incident Coordination Platform.
This is not a generic lessons-learned package. It is the LMU/COICP stewardship record created after the March 18–22, 2026 internal engineering review of LMU-COICP-RC-001.
ES-114 converts real project evidence into next-cycle decisions. The monitoring window showed that the LMU internal-review boundary held, but it also confirmed that COICP is still not ready for operational pilot. The next cycle must focus on trustworthiness gaps, not expansion.
Stewardship context¶
| Field | Value |
|---|---|
| Release candidate reviewed | LMU-COICP-RC-001 |
| Deployment ID | DEP-LMU-COICP-2026-03-18-001 |
| Review environment | LMU-COICP Internal Engineering Review Environment |
| Review window | March 18–22, 2026 |
| Dataset | Spring Semester Synthetic Incident Dataset |
| Synthetic records loaded | 421 |
| Synthetic incidents created during review | 246 |
| Active approved reviewers | 18 |
| Operational incidents | 0 |
| AI Incident Summary | Disabled |
| Operational pilot | Not approved |
Recommended workflow¶
Post-Release Learning Overview
↓
Operations Evidence Review
↓
Lessons Learned
↓
Incident and Defect Learning
↓
User Feedback Synthesis
↓
Guardrail and AI Learning
↓
Technical Debt and Improvement Backlog
↓
Stewardship Plan
↓
Next-Cycle Recommendations
↓
Stewardship Summary
↓
GovernanceRepository location¶
docs/examples/lmu-coicp/stewardship/
In a project workspace, the comparable evidence would normally live under:
docs/project-workspace/stewardship/
Example set¶
Post-Release Learning Overview
Define the LMU stewardship question and source monitoring evidence.
02Operations Evidence Review
Review the quality and limits of LMU monitoring evidence.
03Lessons Learned
Record concrete lessons from the RC-001 internal review.
04Incident and Defect Learning
Convert no-incident evidence and defect observations into action.
05User Feedback Synthesis
Synthesize feedback from LMU reviewer groups.
06Guardrail and AI Learning
Review guardrail evidence, AI-disabled status, and future AI constraints.
07Technical Debt and Improvement Backlog
Prioritize evidence, access, workflow, AI, data, and monitoring improvements.
08Stewardship Plan
Assign owners, cadences, decision points, and governance updates.
09Next-Cycle Recommendations
Route the next engineering cycle back to the correct ETIS stages.
10Stewardship Summary
Close the internal review cycle and hand off to Governance.
Completion expectations¶
| Question | Evidence |
|---|---|
| What did the LMU review teach? | post_release_learning_overview.md |
| How strong is the monitoring evidence? | operations_evidence_review.md |
| What lessons were learned? | lessons_learned.md |
| What do incidents and defects imply? | incident_and_defect_learning.md |
| What did reviewers say? | user_feedback_synthesis.md |
| What did guardrails and AI monitoring teach? | guardrail_and_ai_learning.md |
| What backlog must be created? | technical_debt_and_improvement_backlog.md |
| Who stewards the next cycle? | stewardship_plan.md |
| What should happen next? | next_cycle_recommendations.md |
| Can Governance begin? | stewardship_summary.md |
No operational pilot is approved. Stewardship closes the internal engineering review cycle and routes the next cycle to evidence failure testing, access-control matrix testing, status-transition correction, and handoff evidence repair.