Engineering decisions engine that know when they're stale. Frame, compare, decide — with evidence decay and parity enforcement. For Claude Code, Cursor, Gemini CLI, Codex and more.

MCP server for structured and efficient reasoning with step validation, branching, and revisions.

A stateful AI agent framework powered by the Cognitive Lattice to solve complex tasks with persistent memory and reliable tool orchestration.

The Reasoning Engine — Auditable Reasoning for Production AI | Rust-Native | Turn Prompts into Protocols

A structured execution protocol for echoes in AI systems. It includes a series of echoes designed to optimize, evaluate, and plan processes in conversational AI

A structured reasoning and decision architecture for stable, interpretable, and hallucination‑resistant AI systems. An open standard for human–AI collaboration and autonomous systems.

LLM Agent Engine

An AI-native programming language for building safe, observable, and cost-aware autonomous systems.

AI-powered multi-agent system for structured debate and synthesis of complex documents. Eliminates bias through adversarial reasoning - independent agents argue for/against extracted factors to generate balanced, transparent reports. Built with FastAPI, React, and Google Gemini.

Measurement-first audit repo for hidden-state verifiers in structured reasoning: outcome readout vs process verification via counterfactual local validity.

canonical public core of the AI Interaction Methodology

sequential thinking server