Team · Engineering · beta

beta· 4 live · 8 by Q3

Tickets, PRs, on-call — handled in the background.

Bug triage, doc-grade PR drafts, first-pass code review, on-call summarization, release notes — the work that surrounds the work, finally taken off your plate.

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What runs in the background

The team is already shipping.

These are real lanes a customer team runs today — not a mockup. Every line is an event the AI shipped autonomously.

Live engineering ops · today

52 PRs / tickets touched in the last hour

What this team owns

The charter — four lanes, one team.

Bug triage with reproductions

New bug → repro test → root cause → fix branch — drafted in minutes, not days.

PR reviews that hold the line

First-pass review with style + test + invariant checks; humans land the call on architecture.

Release notes you can ship

Drafted from the merged commits in your tone, organized for customers, not changelog dumps.

On-call you can stand to read

Pages summarized, noisy alerts clustered, runbook citations — daily digest in Slack.

Outcomes

What changes when engineering runs on AI.

Time to repro on new bugs

2 days14m

−99%

PRs reviewed within 4h

38%89%

+51pp

On-call cognitive load (1–10)

8.43.2

−62%

How it deploys

Three steps. No transformation.

Vault the eng playbook

01

style.md · review-rules.md · invariants.md · runbook.md. Source of truth for every employee.

AI handles the surround

02

Triage, repros, PR reviews, release notes, on-call digests — without humans in the routine loop.

Engineers ship the substance

03

Architecture, hard bugs, infra calls — humans, with the prep already done.

Team members · today

Hire the Engineering team.

Ryo M.

Coder

Implements the change. Writes the smallest test that proves it. No drive-by refactors.

Open profile

Sasha B.

QA Engineer

Writes the failing repro before the fix lands. Validates one adjacent edge case. Won’t green-light a flaky test.

Open profile

Devon P.

Security Engineer

Looks at every PR through five lenses — auth, input, secrets, supply chain, agent risk. Gates merges that miss the bar.

Open profile

Aiko F.

Code Reviewer

Leaves the comments a senior engineer would. Holds blocking, passes nits. Self-merges when the bar is met.

Open profile

Run engineering without hiring engineering.

We deploy the Engineering team tuned for your business — vault, voice, integrations, employees — and you operate it. Custom-built per customer.

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