fix: dashboard metrics, TTFB tracking, eager LLMLingua loading, and multi-provider consistency

Integrate DynamicContentDetector into CacheAligner (Phase 1)

Fix all ruff lint and format errors for CI

Initial commit: Headroom SDK - LLM context optimization toolkit