Add notebook for langchain-ai/how_to_fix_your_context PR

Use realistic verbose RAG chunks in demo — triggers Kompress within-item

Fix context-blind compression: pass user query to SmartCrusher relevance scorer

feat: Add AWS Strands Agents SDK integration

docs: update documentation for IntelligentContext TOIN + CCR integration

Add hierarchical memory system with graph + vector storage

Add quality retention eval and fix linting for Python 3.12

Merge pull request #6 from smartwatermelon/claude/docs-macos-deployment-20260119

fix(deployment): correct port placeholder in LaunchAgent plist template

docs(deployment): add macOS LaunchAgent deployment guide and templates

Fix HeadroomAgnoModel to optimize tool outputs at invoke level

Rewrite README with verified before/after examples

Add persistent memory system with zero-latency inline extraction

v0.2.2: Add CCR Response Handler, Context Tracker, and restructure docs

Fix all ruff lint and format errors for CI

Publish headroom-ai v0.2.0 to PyPI with DevEx fixes

Prepare for OSS release v0.2.0

Initial commit: Headroom SDK - LLM context optimization toolkit