Overcut named in the 2026 Gartner® Innovation Insight: AI Software Factories reportRead more
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How to Build Your Self-Improving Software Factory

Watch Overcut turn a live production alert into a reviewed pull request, then get better at it on the next run.

Yuval Hazaz (CEO) and Raz Berman Gold (CTO) build a software factory from scratch, live. A Slack production alert is triaged and turned into a Jira ticket. The ticket moves through triage, root cause analysis and technical design. A PR is written, reviewed and fixed in a loop, with human approval gates at every step that matters.

They also cover the part most agent demos skip: how memories and retrospectives feed each run back into the next one, so the factory improves itself instead of repeating its mistakes.

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~/acme-app
$ npx overcut init
✓ Signed in
✓ Current workspace: Acme
✓ Connected: Claude Code
> Set up Overcut for this repo.
Inspecting repo: GitHub remote, pnpm, vitest, GitHub Actions
Proposed workflows:
1. Code review
2. Fix CI
3. Auto docs update on merge
Draft run of "Code review" passed.
Publish and activate triggers? [y/N]