~/projects/localforge-ai.md

LocalForge-AI

02Agentic AIfeaturedshipped Oct 2026

An autonomous, local-first multi-agent software development and QA engine built with LangGraph and Ollama. It coordinates task specification, code generation, execution, and repair workflows on a local machine.

Repository (opens in a new tab)All projects

How it works

How LocalForge-AI works: Task → Product Manager → Software Engineer → Run + lint → QA Analyzer → Package repair Task Product Manager Software Engineer Run + lint QA Analyzer Package
  1. Task
  2. Product Manager
  3. Software Engineer
  4. Run + lint
  5. QA Analyzer ↺ repair: back to “Software Engineer”
  6. Package

What it does

  • Uses specialized agents for specification, implementation, and verification stages.
  • Feeds concrete execution, linting, and test failures back into a code-repair loop.
  • Designed for offline runtime with locally hosted open-weight models through Ollama.

Stack

  • LangGraph
  • Ollama
  • Python
  • Multi-agent
  • Local LLMs