What we do:

We build GitAuto, an AI Coding Agent that creates pull requests from issues on GitHub for software enginnering managers.

What I want you to focus on:

Beat the current #1 player, Honeycomb, on SWE-bench and make GitAuto the #1 AI coding agent.

Why this matters to you:

It’s gonna be an impressive achievement in AI coding space. Also, it’s incredibly challenging.

How to get there:

I’ll leave the strategy to you, but given our current situation, I think the steps would look like this:

First, modify the code to work with SWE-bench.
Check our current SWE-bench score.
Analyze the mistakes and try to fix them with prompt engineering first.
Simultaneously, implement "evaluation" to track if the prompt changes improve the score.
Once score growth slows, experiment with other LLMs like o1 (Strawberry), Sonnet, or smaller models like Phi-3, or fine-tune GPT.
If we run into GPU or cost limitations, estimate what’s needed, and we raise funds accordingly.

But I’m not an fine-tuning or mathmatical expert, so I’m looking for a co-founder who is excited to work on this. I’m not asking you to be the CTO or anything complicated. Equity is an equal split with 4-year vesting and 1-year cliff. Until we raise funds, there’s no salary.

Closing and the ask:

Interested? Here is the open-source repository: https://github.com/gitautoai/gitauto

Also I'm open to chat: https://calendly.com/gitauto/wes

GitAuto jobs

Co-Founder & CTO