AI assistance without losing engineering discipline.
Agents work inside your repo standards. Branch policy, code review, test discipline, and merge gates stay yours.
- CODEOWNERS
- Branch protection
- Architecture memory
- Style + lint
- Plan: You approve the implementation plan before the agent touches code.
- Branch: Agent edits files inside mission scope only.
- Tests: Suite green before PR opens.
- PR: Agent attaches diff summary, risks, rollback note.
- Merge: CODEOWNERS + hardware-token gate. You stay in control.
- 28 enterprise deployments
Q1–Q2 2026
- 3.4× faster shipping
↓ 81% defect escape
- 0/0 audit findings
SOC 2 + ISO 27001
Founders · CTOs · PO · QA · Dev · Enterprise
What developers don't want.
Four ways agents can go wrong in a codebase. Each one has a control further down the page.
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Agents that ignore CODEOWNERS
PRs that bypass the review path your team agreed on.
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Agents without context
A perfectly written diff that violates an architecture decision from six months ago.
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Loss of merge control
Code shipping you didn't approve.
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Style and lint drift
Each agent invents its own conventions.
How a coding mission looks.
Five steps, and you sign off at the first and the last.
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Plan reviewed
You approve the implementation plan before the agent touches code.
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Branch + edits
Agent edits files inside mission scope only.
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Lint + tests pass
Suite green before PR opens.
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PR with rationale
Agent attaches diff summary, risks, rollback note.
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You review + merge
CODEOWNERS + hardware-token gate. You stay in control.
What stays yours.
An agent opens a pull request. Your controls check it, the agent can't merge it, and only you can approve it.
Checks passed. Waiting for your approval.
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CODEOWNERS
Required reviewers enforced; agents cannot bypass.
Passed -
Branch protection
Protected branches require hardware-token attestation.
Passed -
Architecture memory
Your ADRs travel with every agent run.
Passed -
Style + lint
Agent operates inside your repo's configured linters.
Passed
Keep reading.
Start a Software Factory pilot.
Connect one repository, one ticketing tool, and one mission. See evidence in days, not quarters.