Reasoning
⬆Treat specifications as living, graph-grounded artifacts.
Problem
Software specifications are static documents. They don't evolve or connect to knowledge.
Why It Matters
Reasoning is the bridge from research to implementable systems.
6 Projects in Reasoning
sovereignSpec
Local-first, offline spec-driven development engine that treats specifications as living, graph-grounded artifacts and enforces deterministic code generation through structured pipelines.
specweave
Self-verifying, speculative, multi-agent spec engine with neuro-symbolic reasoning.
synthScript
Semantic operating system that transforms a knowledge graph into executable software specifications — no more prompting LLMs directly.
specgen
Transform natural language specifications into production-ready application skeletons using AI-powered agentic workflows.
zero-trust
Security architecture for AI-generated code preventing supply chain poisoning, DLL sideloading, and trust inheritance exploits.
orthos
A locally sovereign, replayable, graph-executed cognitive system.