Structured reasoning framework for Claude Code, Gemini, Cursor, and Codex — hypothesis-driven decision making with auditable evidence trails

AronaOS is an offline AI-powered personal assistant that helps you manage tasks, set reminders, and recall context-aware conversations. Built with Python, Flask, and local LLMs like Phi-3 Mini, it's designed for both privacy and productivity.

Intent preservation for code. Your AI assistant captures decisions as it works, queries context before changing anything, maintains memory across sessions. Git is the ledger of state. Babel is the ledger of meaning.

Code to make any AI have unlimited context persistent memory. In the example, a software for any AI to read the Uniform Commercial Code of Michigan. A document of 220,000 tokens

Persistent context index for AI coding agents

High-performance Go tools for LLM Agents. 100x faster than Python. Includes native MCP Server, token-optimized search, and persistent project memory.

Dynamic RAG Engine for AI Reliability. We provide mathematically scored context & sanitized data to prevent hallucinations in both static & volatile domains (starting with Korean Finance).

A chatbot that performs web searches on demand and notifies users with relevant results in real time.

AronaOS is an offline AI-powered personal assistant that helps you manage tasks, set reminders, and recall context-aware conversations. Built with Python, Flask, and local LLMs like Phi-3 Mini, it's designed for both privacy and productivity.