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brainy/docs/architecture
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David Snelling 46c6af3f21 feat: implement always-adaptive caching with getCacheStats monitoring 
Replaces lazy mode concept with always-adaptive caching strategy:

- Rename getLazyModeStats() → getCacheStats() with enhanced metrics
- Change lazyModeEnabled boolean → cachingStrategy enum ('preloaded' | 'on-demand')
- Update preloading threshold from 30% to 80% for better cache utilization
- Add comprehensive production monitoring and diagnostics
- Add memory detection for containers (Docker/K8s cgroups v1/v2)
- Add adaptive memory sizing from 2GB to 128GB+ systems

Breaking changes: None (backward compatible, deprecated lazy option ignored)

New APIs:
- getCacheStats(): Comprehensive cache performance statistics
- cachingStrategy field: Transparent strategy reporting
- Enhanced fairness metrics and memory pressure monitoring

Documentation:
- Add migration guide for v3.36.0
- Add operations/capacity-planning.md for enterprise deployments
- Update all examples and troubleshooting guides
- Rename monitor-lazy-mode.ts → monitor-cache-performance.ts
2025-10-10 14:09:30 -07:00
..
API_SURFACE_DESIGN.md fix: update all imports and references from BrainyData to Brainy 2025-09-30 17:09:15 -07:00
augmentation-system-audit.md fix: update all imports and references from BrainyData to Brainy 2025-09-30 17:09:15 -07:00
augmentations-actual.md feat: remove legacy ImportManager, standardize getStats() API 2025-10-09 11:40:31 -07:00
augmentations.md fix: update all imports and references from BrainyData to Brainy 2025-09-30 17:09:15 -07:00
CLUSTERING_ALGORITHMS_ANALYSIS.md docs: add deprecation warnings for addNoun and addVerb methods 2025-09-17 10:48:41 -07:00
data-storage-architecture.md feat: implement always-adaptive caching with getCacheStats monitoring 2025-10-10 14:09:30 -07:00
distributed-storage.md docs: add comprehensive scaling and storage architecture documentation 2025-09-08 14:49:25 -07:00
METADATA_ARCHITECTURE.md feat: Brainy 3.0 - Production-ready Triple Intelligence database 2025-09-11 16:23:32 -07:00
noun-verb-taxonomy.md fix: update all imports and references from BrainyData to Brainy 2025-09-30 17:09:15 -07:00
overview.md fix: update all imports and references from BrainyData to Brainy 2025-09-30 17:09:15 -07:00
PERFORMANCE_ANALYSIS.md feat: Brainy 3.0 - Production-ready Triple Intelligence database 2025-09-11 16:23:32 -07:00
storage-architecture.md feat: implement always-adaptive caching with getCacheStats monitoring 2025-10-10 14:09:30 -07:00
triple-intelligence.md 🧠 Brainy 2.0.0 - Zero-Configuration AI Database with Triple Intelligence™ 2025-08-26 12:32:21 -07:00
zero-config.md fix: update all imports and references from BrainyData to Brainy 2025-09-30 17:09:15 -07:00