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docs(03-03): complete proactive scaling plan
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Tasks completed: 2/2
- Implemented ProactiveScaler class with hybrid monitoring
- Integrated proactive scaling into ModelManager

Proactive scaling system with hybrid monitoring, graceful degradation cascades, and intelligent stabilization periods.

SUMMARY: .planning/phases/03-resource-management/03-03-SUMMARY.md
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Mai Development
2026-01-27 18:50:18 -05:00
parent 53b8ef7c1b
commit 54f0decb40
2 changed files with 130 additions and 7 deletions
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.planning/STATE.md
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# Project State & Progress
**Last Updated:** 2026-01-27
**Current Status:** Phase 3 Plan 2 complete - hardware tier detection implemented
**Current Status:** Phase 3 Plan 3 complete - proactive scaling with hybrid monitoring implemented
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@@ -11,7 +11,7 @@
|--------|-------|
| **Milestone** | v1.0 Core (Phases 1-5) |
| **Current Phase** | 03: Resource Management |
| **Current Plan** | 2 of 4 in current phase |
| **Current Plan** | 3 of 4 in current phase |
| **Overall Progress** | 3/15 phases complete |
| **Progress Bar** | ███████░░░░░ 30% |
| **Model Profile** | Budget (haiku priority) |
@@ -34,6 +34,14 @@
- **Discretion**: Claude determines capability tiers, compression algorithms, and degradation specifics
- **Implementation**: All three plans executed with comprehensive model switching, resource monitoring, and CLI interface
### Phase 3 Complete (Resource Management)
- **Proactive scaling strategy**: Scale at 80% resource usage for upgrades, 90% for immediate degradation
- **Hybrid monitoring**: Combined continuous background monitoring with pre-flight checks for comprehensive coverage
- **Graceful degradation**: Complete current tasks before switching models to maintain user experience
- **Stabilization periods**: 5-minute cooldowns prevent model switching thrashing during volatile conditions
- **Performance tracking**: Use actual response times and failure rates for data-driven scaling decisions
- **Implementation**: ProactiveScaler integrated into ModelManager with seamless scaling callbacks
---
## Recent Work
@@ -51,25 +59,26 @@
- **2026-01-27**: **EXECUTED** Phase 2, Plan 03 - Created tamper-proof audit logging system with SHA-256 hash chains
- **2026-01-27**: **EXECUTED** Phase 2, Plan 04 - Implemented safety system integration and comprehensive testing
- **2026-01-27**: Phase 2 complete - sandbox execution environment with security assessment, audit logging, and resource management fully implemented
- **2026-01-27**: **EXECUTED** Phase 3, Plan 3 - Implemented proactive scaling system with hybrid monitoring and graceful degradation
---
## What's Next
Phase 3 Plan 2 complete. Ready for Phase 3 Plan 3: Proactive scaling with hybrid monitoring.
Phase 3 Plan 3 complete. Ready for Phase 3 Plan 4: Resource optimization algorithms.
Phase 3 requirements:
- Detect available system resources (CPU, RAM, GPU) ✓
- Select appropriate models based on resources ✓
- Request more resources when bottlenecks detected
- Graceful scaling from low-end hardware to high-end systems
Status: Phase 3 Plan 2 complete, 2 plans remaining.
Status: Phase 3 Plan 3 complete, 1 plan remaining.
---
## Blockers & Concerns
None — all Phase 3 Plan 2 deliverables complete and verified. Hardware tier detection and classification system implemented with configurable YAML definitions.
None — all Phase 3 Plan 3 deliverables complete and verified. Proactive scaling system with hybrid monitoring and graceful degradation cascades implemented and integrated.
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@@ -88,6 +97,6 @@ None — all Phase 3 Plan 2 deliverables complete and verified. Hardware tier de
## Session Continuity
Last session: 2026-01-27T23:32:51Z
Stopped at: Completed 03-02-PLAN.md
Last session: 2026-01-27T23:53:00Z
Stopped at: Completed 03-03-PLAN.md
Resume file: None