Subak
AI code verification for teams

Ship AI-built code across your team without reviewing every line by hand.

Subak runs a gate on every project, checking generated code against the spec it was built to meet. Seniors stop being the bottleneck, and every deliverable ships with a record of what was checked.

subak · verification gate
active
generationgatedelivery
PR checkout-service · Ana passed gate
PR notifications · Dev passed gate
PR billing-api · Sam 2 to review
12 projects in flight 10 cleared automatically
Seniors unblocked
Consistent quality
Whoever wrote it
The risk

Your velocity is the product. AI put it at risk.

AI-generated code is how your team hits deadlines now. It's also how a junior ships something that clears review because nobody had time to read it closely. On one project a senior catches that. Across a dozen in flight, the review that protects your reputation is the first thing to give.

The failures show up after deployment, in your client's production, with your name on the invoice.

0%

saw a rise in production failures tied to AI-generated code.

0%

still believed their code was ready to ship.

CloudBees 2026 State of Code Abundance · 200+ tech leaders
What it checks

A verification gate on every project

Subak sits between generation and delivery as a gate every project passes through. Your team sees what's off before it ships, and seniors spend their hours on the work that needs real judgment.

Pass 01

Static analysis

Checks the code against the spec it was meant to meet, catching structural problems early.

Pass 02

Runtime tests

Runs the code to see how it behaves before it reaches production.

Pass 03

Senior review pass

Reads intent the way your best engineer would, so juniors' work meets the same bar.

See your architecture

See how a project is built before you sign off.

Subak maps each project into a dashboard, so a lead can see how the pieces connect without reading every file. When a finding points to a service or dependency, you see exactly where it sits, and sign-off gets faster.

project-map · billing-api 142 files6 services
gateway auth billing api queue db
cleared flagged for review
What ships with the work

A record you can hand over and keep

Every project produces a proof record of what Subak checked and found. It ships to the client and stays with you as an audit trail. When a client asks whether the work was tested, you have the answer on file, even months later.

audit-trail · billing-api On file
2026-02-14 Checked against acceptance criteria
2026-02-14 Static + runtime passed
2026-02-14 Signed & delivered to client
retained for your records export →
Why it pays

What a gate buys a team shipping at volume

  • Senior review time goes to the projects that need real judgment, and the gate handles the routine checks.
  • Quality stays more consistent across the team, whoever wrote the code and whichever model they reached for.
  • "Verified against your acceptance criteria" becomes a line in your pitch that higher-value clients care about.
  • The audit trail supports you when a delivery gets questioned after the fact.

One gate. Consistent quality, whoever wrote the code.

Every project runs the same checks before it ships, so your reputation doesn't ride on who had time to review what. Seniors stay focused on real judgment, and every delivery carries proof it was tested.

Common questions

Verifying AI code at scale, answered

Rolling AI out across the team? Here’s what engineering leads ask before they put a gate in place.

Ask a question
01 How do we review AI-generated code without slowing down?

You gate it instead of reading all of it. Subak checks every project against its spec automatically, so seniors only spend time on the findings that need a human.

02 Can Subak keep quality consistent across a team?

That's the point of a gate. Every project runs through the same checks regardless of who wrote it or which AI tool they used, so quality doesn't swing with the author.

03 Does it work with code from any AI tool?

Yes. Subak checks the code against what it was supposed to do, so the tool that generated it doesn't matter.

Take on more work, and trust what goes out the door.

Your team's speed is why clients hire you. Subak keeps that speed from turning into a liability.

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