For the stack, the highest ROI sequence is:
- AI Gateway intent classifier
- AI Gateway policy scan
- Route-to-tier decision
- Semantic cache admission
Value: Highest immediate cost-leverage
- CodeFlow Engine PR risk classifier
- CodeFlow Engine CI failure bucketing
- CodeFlow Engine release-note summarizer
Value: Fastest operational value
- AgentKit Forge tool selector
- AgentKit Forge parameter extractor
- AgentKit Forge context compressor
Value: Lower token burn, faster tool loops
- Cognitive Mesh specialist router
- Cognitive Mesh decomposition engine
- Cognitive Mesh state manager
Value: Strong leverage once taxonomy stabilizes
- PhoenixRooivalk edge event summarizer
- PhoenixRooivalk operator alert composer
- PhoenixRooivalk escalation filter
Value: Keep isolated from critical control
| Phase | System | Priority |
|---|---|---|
| 1 | AI Gateway | Highest |
| 2 | CodeFlow | High |
| 3 | AgentKit Forge | Medium |
| 4 | Cognitive Mesh | Medium |
| 5 | PhoenixRooivalk | Lower |
That order gives fastest operational value with lowest implementation risk.