anuna research
We craft software that helps nourish people, communities, and the planet.
We develop intellectual property and provide consulting services.
free software projects:
command line tools:
- hence - Multi-agent LLM plan coordination using defeasible and abductive logic
- llm-md (pre-alpha) — markdown-like DSL for multi-agent LLM conversations
- ar-crawl - token-efficient web crawler with automatic service fallback and browser session recording
specifications & languages:
- cbcl (draft) — self-extensible agent communication language with provable safety guarantees | paper | spec | implementation
- saywhere — opensource geolocation encoding with checksum and altitude | spec | web app
libraries:
- sable (experimental) - secure attested biometric library for edge. biometrics that don't leave your phone.
- spindle-racket - performance optimized racket port of the defeasible logic reasoning engine, with added explaination generation capabilities.
applications:
- recipe-price - browser extension, web component and API that calculates meal costs from recipe ingredients
experimental:
- xm - linked knowledge graph for LLM agents with capability-based access control over the network
collaborations & contributions:
- itinerant-computer-club - a computer club in the park.
- atom-ethics (beta) — Embed ethical decision-making at every stage of your product.
- macrokey - Enabling a trustworthy web.
- marcia and the shark - a real-life inspired shark tale.
field notes:
- multi-agent planning with non-monotonic logic
- linked memory for LLM agents
- token-tax dodging in browser automation
- the shrinking firm
- metacognition in llm use
- video message handover to self
contact:
hugo at anuna dot io