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Software Development

We build and ship production software with AI at every step, from the first spec to the merged pull request. We were shipping at scale long before AI; we're a lot faster now.

Plenty of teams have AI in the editor and not much to show for it. That’s because the time was never in the typing. It’s in everything around the code: how a spec becomes a branch, how a branch gets reviewed, tested, and merged. That’s where we work.

We embed with your engineers, rebuild that loop around AI, and hand it back so it keeps running after we’re gone. What you end up with isn’t a demo — it’s merged code, a faster pipeline, and a team that understands why each step got faster.

What this looks like

We start in your repository, not a slide deck. We map how a change moves from idea to production today and find the steps that eat hours. Then we put AI on those steps: drafting the implementation, writing the tests nobody had time for, summarizing the diff so review goes faster, catching the regression before it ships.

Your engineers keep the judgment calls — architecture, tradeoffs, taste. AI handles the volume. Our job is wiring the two together so it holds up under real work.

What you keep

Working software, a measurably faster path to merge, and a documented workflow your team owns outright. We’d rather teach you the loop than rent it to you.

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02 · Cloud & Infrastructure