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

canonical public core of the AI Interaction Methodology

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

A curated, public‑safe expression of AIMoG Apex — demonstrating structured reasoning, intentional clarity, and disciplined simplicity.

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.

Think in RLang -- structured reasoning for AI agents with 6x token compression

sequential thinking server