Phase 2050 - Auto-doctor and Self-evolving Intelligence

Future-proof autonomy, self-heal, and long-term evolution guardrails.

Back to phases

Module 2050.1 - Self-healing and Intelligence Growth

1. Anomaly detection for runtime errors.
2. Scripted auto-fixes with safe rollback.
3. Learning loop from logs and incidents.
4. Failure prediction and risk scoring.
5. Self-tuning performance optimization.
6. Controlled code evolution and updates.
7. 24x7 monitoring coverage.
8. Proactive alerts and escalations.
9. Automated backup and restore cycles.
10. Auto-scaling signals and rules.
11. Threat detection and response.
12. Bias checks and ethics guardrails.
13. Human oversight approvals.
14. Integration hooks for all modules.
15. Self-test and health verification.
16. Health dashboards and reports.
17. Safe update rollout strategy.
18. Failover and redundancy.
19. Cost control optimization.
20. Future change adaptability.
21. Privacy compliance automation.
22. User feedback learning loop.
23. Dev collaboration support.
24. Self-generated documentation.
25. Perpetual evolution checkpoint.