Patchwork

Patchwork is an open-source framework to automated development gruntwork like PR reviews, bug fixing, security patching, and more using a self-hosted CLI agent and your preferred LLMs.

Once we install patchwork with

pip install 'patchwork-cli[all]' --upgrade

we can use it to run patchflows (workflows that automate development gruntwork).

patchwork AutoFix openai_api_key=<YOUR_OPENAI_API_KEY> github_api_key=<YOUR_GITHUB_TOKEN>

To use it with optillm all we need to do is just run optillm

python optillm.py

and replace the base_url, to run patchwork with the optillm proxy.

patchwork AutoFix client_base_url=http://localhost:8000/v1 openai_api_key=<YOUR_OPENAI_API_KEY> model=moa-gpt-4o-mini

You can prepend the slug (from the list of approaches). For example, above we use the technique moa (mixture of agents) with the gpt-4o-mini base model using optillm.