Show HN: Librarian – Cut token costs by up to 85% for LangGraph and OpenClaw
4 hours ago
- #AI Efficiency
- #Cost Reduction
- #Context Management
- AI agents re-read entire context on every turn, leading to high costs and quality drops.
- The Librarian solution reduces tokens by up to 85%, prevents context rot, and scales infinitely.
- Modern agentic systems face exponential costs, context rot, and latency issues as context grows.
- The Librarian works via a three-step process: Index, Select, and Hydrate, optimizing context usage.
- For developers, teams, and researchers, the Librarian offers easy integration, cost reduction, and verifiable benchmarks.
- Specialized LLM endpoints for the Librarian show significant performance improvements.