ai-agent/symphony-ai-agent/planning/post-implementation-review-template.md

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# AI Agent Platform - Post-Implementation Review
## Deployment Information
- **Version:** [Version Number]
- **Deployment Date:** [YYYY-MM-DD]
- **Review Date:** [YYYY-MM-DD]
- **Review Lead:** [Name]
## Performance Metrics
### System Performance
| Metric | Target | Actual | Variance |
|---------------------|--------|--------|----------|
| API Response Time | 500ms | [ ]ms | [ ]% |
| Error Rate | <0.5% | [ ]% | [ ]% |
| Throughput | 1000rps| [ ]rps | [ ]% |
### Resource Utilization
| Component | CPU Usage | Memory Usage | Network I/O |
|-----------------|-----------|--------------|-------------|
| Orchestrator | [ ]% | [ ]MB | [ ]MB/s |
| NLP Service | [ ]% | [ ]MB | [ ]MB/s |
| Security Layer | [ ]% | [ ]MB | [ ]MB/s |
## Security Validation
### Security Findings
| ID | Finding | Status | Resolution Date |
|-----|---------|--------|-----------------|
| [ ] | [ ] | [ ] | [ ] |
### Audit Results
- [ ] All critical findings resolved
- [ ] Medium findings addressed per plan
- [ ] Security controls validated
## User Feedback
### Key Themes
1. [Theme 1]
- Positive: [%]
- Negative: [%]
2. [Theme 2]
- Positive: [%]
- Negative: [%]
### Feature Adoption
| Feature | Expected | Actual | Variance |
|-----------------|----------|--------|----------|
| Core Functions | [ ]% | [ ]% | [ ]% |
| Advanced Tools | [ ]% | [ ]% | [ ]% |
## Lessons Learned
### What Went Well
1. [Item 1]
2. [Item 2]
### Improvement Opportunities
1. [Item 1]
2. [Item 2]
### Action Items
| Item | Owner | Due Date | Status |
|------|-------|----------|--------|
| [ ] | [ ] | [ ] | [ ] |
## Sign-off
- [ ] Engineering Lead
- [ ] Security Lead
- [ ] Product Owner