# AIelsen FDE Academy / Launch and operations runbook

For education or authorized internal work. Do not include secrets, customer identities or keys. Examples are teaching scenarios; actual legal and commercial arrangements require professional review.

## How to use

Read the related lesson. Give a decision, evidence location, version and owner for each field. Mark unknowns as unverified; do not have a model invent facts.

### 1. Function

- Content / decision:
- Evidence / version:
- Owner / open question:

### 2. Reliability

- Content / decision:
- Evidence / version:
- Owner / open question:

### 3. Security

- Content / decision:
- Evidence / version:
- Owner / open question:

### 4. Observability

- Content / decision:
- Evidence / version:
- Owner / open question:

### 5. Maintainability

- Content / decision:
- Evidence / version:
- Owner / open question:

### 6. Cost

- Content / decision:
- Evidence / version:
- Owner / open question:

### 7. Canary cohort

- Content / decision:
- Evidence / version:
- Owner / open question:

### 8. SLO

- Content / decision:
- Evidence / version:
- Owner / open question:

### 9. Stop thresholds

- Content / decision:
- Evidence / version:
- Owner / open question:

### 10. Incident owner role

- Content / decision:
- Evidence / version:
- Owner / open question:

### 11. First checks

- Content / decision:
- Evidence / version:
- Owner / open question:

### 12. Rollback

- Content / decision:
- Evidence / version:
- Owner / open question:

### 13. Compensation

- Content / decision:
- Evidence / version:
- Owner / open question:

### 14. Backup recovery

- Content / decision:
- Evidence / version:
- Owner / open question:

### 15. Model regression

- Content / decision:
- Evidence / version:
- Owner / open question:

### 16. Knowledge ownership

- Content / decision:
- Evidence / version:
- Owner / open question:

## Practice and review

Teaching stop rules: disable an affected tool after any cross-store disclosure; revert to read-only after persistent failure-rate breaches; pause expansion when review cost exceeds the agreed task budget. Thresholds must be calibrated to business risk.

- [ ] Critical failures have executable stop paths.
- [ ] Cost includes people and failures.
- [ ] Another operator can diagnose and recover using the runbook.

## Revision log

| Version | Date | Change | Evidence | Owner |
|---|---|---|---|---|
| v0.1 | | | | |

AIelsen FDE Academy · Educational worksheet · 2026