Code that
critiques itself.
Not another chat wrapper. GenFeed runs an iterative feedback loop — generate, execute, observe, critique, refine — with 12 specialized modes and full DevOps tooling. Built for local models.
pip install genfeed
Every output is a new input.
Most AI coding tools generate once and stop. GenFeed runs cycles — each pass critiques the last, catches edge cases, and refines until the result holds up.
Batteries included. No plugins needed.
Universal Tool Calling
Works with any local model — translates Hermes XML, JSON Strict, and GBNF grammars into structured tool calls automatically.
DevOps Toolbelt
SSH, Docker, Nginx, Cloudflare DNS, CF Tunnels, SSL/Let's Encrypt, Tailscale, and LAMP stack — all callable as agent tools.
6-Layer Memory
Working memory, persistent notes, session history (FTS5), vector store, skill library, and repo index — context that actually persists.
Local-First Privacy
Zero cloud dependency. Runs entirely on your hardware with any GGUF model. Your code never leaves your machine.
Iterative Self-Critique
Each cycle audits its own output before presenting it. Catches bugs, security issues, and logic errors that single-pass tools miss.
Skill System
Loadable skill packs for frameworks, languages, and infrastructure. Teach the agent new capabilities without touching core code.
The right lens for every task.
Each mode runs a tailored feedback loop with mode-specific validation criteria — not a generic chat prompt with a different system message.
Start the loop.
One install. Any local model. Full DevOps toolkit. No API keys required.
pip install genfeed