Developer ToolingAI Automation2026
An agent that stages, writes and ships your commits
A developer automation tool that stages code changes, writes commit messages from the actual diff, and pushes to GitHub — AI applied to a real workflow, not a novelty.
Challenge
Most "AI coding" demos stop at generating code. The repetitive part of shipping it — staging the right files, writing a commit message that actually describes the change, pushing — still gets done by hand.
What we built
We built an agent that reads the working diff, stages the relevant changes, generates a commit message grounded in what actually changed, and pushes to GitHub — a small, complete automation of a workflow every engineer repeats daily.
Results
- —Generates commit messages from the actual diff, not a generic template.
- —Automates staging and pushing end to end, not just the message.
- —A working example of AI agents applied to internal tooling, not just customer-facing chat.