Open Source - AnswerLayer

Semiosis ↗

Unit testing for your knowledge base. A Python framework for evaluating semantic quality of documentation and context systems using LLMs.

Custom eval cases for coding agent harnesses. Test new skills, configs, and tools against your actual GitHub issues or tasks you design.

Compare LLM inference costs across local hardware, cloud GPU rentals, and API providers. Make decisions using real benchmark data, not vibes.

This website is open source. Built with Astro, Tailwind, and a custom CRT-inspired design system.

Want to contribute or collaborate? Reach out to discuss ideas, report issues, or get involved with our projects.