AI-powered QA  ·  UI · API · load · data

Your whole QA layer —
generated, run, kept alive.

Point us at a running app — with or without docs — and we build the coverage your users actually need: Playwright E2E, API suites, manual test cases, load tests, even seeded test data. Then the pipeline keeps it from rotting. Start free: pick one deliverable and see it for real.

UI · API · load · data Self-healing tests No hallucinated selectors

Pick one. Get it back, free.

Choose a single deliverable — a bug report, one Playwright test, a load test on an endpoint — and we'll produce it against your app. No charge, no commitment.

Choose your deliverable
The problem

Test suites don't fail loudly. They rot quietly.

By the time the red turns into "just rerun it," people have stopped trusting the suite — and the bugs it was supposed to catch start reaching users. And it's not only the UI: APIs, edge cases, and load behaviour usually go untested entirely.

brittle

One UI change, fifty red tests

Tests pinned to fragile selectors break on every refactor. Maintenance eats the time the suite was meant to save.

manual

QA can't keep pace with shipping

Hand-written coverage lags days or weeks behind the product. The gap is exactly where regressions slip through.

hallucinated

"AI testing" that invents things

Bolt-on chatbots write confident tests against elements that don't exist. Green that means nothing is worse than red.

What you can get · done-for-you

One pipeline, the whole testing stack — not just UI tests.

We explore your running app, with or without documentation, and produce any of the below. Take one free to start; the full layer comes as a scoped engagement.

Repeatable Playwright E2EReal UI tests for the flows your users actually run — grounded in elements that exist, validated before they're trusted.
Substantial API test suitesStatus, schema, and auth checks — plus OpenAPI-driven fuzzing — so the layer under the UI is covered too.
Manual test casesWritten, structured test cases your team can run by hand — acceptance criteria and steps, not just code.
Load testsk6 scenarios against a single endpoint or a full flow — see how it behaves before your users do.
Test data at scale, via your APISeed large, realistic datasets straight through your API — far faster than clicking it in by hand in the UI.
Self-healing maintenanceThe differentiator: when the UI shifts and a test would break, the pipeline repairs it instead of just going red.
Honest findingsIt classifies every failure and surfaces real product bugs to you — never papering over them by weakening a test.
How to start

Try one free. Scale to the full QA layer when it's worth it.

Free

One deliverable, on us

Tell us which of the above you want to see, point us at your app, and we produce that one deliverable — free, no commitment. It's a real sample, not a sales demo.

Pick your free deliverable →
Full QA layer · paid

All of it, kept alive

Want the complete stack — UI, API, manual, load, and data — plus ongoing self-healing upkeep? That's a full engagement, scoped to your app after an initial consultation and project-scope exploration.

Book a scoping call
The engine · vibe-qa pipeline

A pipeline of specialised agents — each doing one job, checked at every step.

This is what makes the service work and what keeps it honest: every test is grounded in something real in your app, validated before it ships, and repaired when it breaks.

01

Ingest

Reads your live app, specs, documentation, and any existing tests to build a complete picture of what's there.

02

Understand

Maps what exists, what recently changed, and what's risky — so effort goes where regressions actually happen.

03

Generate

Writes test cases and Playwright code grounded only in elements that genuinely exist. Every assertion is schema-validated — no invented selectors, no hallucinated steps.grounded · Zod-validated

04

Validate & run

Each test is checked against the live app before it's trusted, then executed for real — not assumed to pass.

05

Heal

When the UI moves and a test would break, the pipeline remaps the element and repairs the test — turning a false red back to a true green instead of waking someone at 2am.the part that keeps coverage alive

06

Report

Clear results: what passed, what it found, what it fixed — written to be read by humans and dropped straight into CI.

Why this is different

Most AI testing writes tests once. This one keeps them true.

Self-healing, not just self-writing

Generating tests is the easy part. Keeping them passing as the product changes is where every suite dies — that's the part built first here.

Grounded, never hallucinated

Schema validation at every step means a test can only reference something that's actually in your app. Green you can trust.

Full-spectrum, not just UI

UI, API, load, and test data from one pipeline — so coverage isn't a pile of brittle click-tests with everything underneath left untested.

Senior-built, not a wrapper

10+ years of hands-on QA shaped into an AI architecture — not a chatbot with a testing prompt taped on.

Proof

What a deliverable actually looks like.

No login, no install. Pick the bug-report option, give a URL, and you get a findings report like this one — other options come back as real tests, cases, or data.

audit — example-shop.com · 14 flows analysed
✓ COVERED  login, browse, add-to-cart, checkout (happy path)
✗ GAP      no coverage on coupon edge cases or payment failure
✗ BROKEN   guest checkout 500s when cart > 9 items
⚠ FRAGILE  3 flows depend on auto-generated IDs that change per deploy
→ recommended: 22 tests · 4 high-priority · est. setup 6 MD
Early access. vibe·qa is running its first engagements now. Take a free audit and you'll be among the first teams it covers — your report becomes the start of the conversation, not a sales pitch.

Pick one deliverable. Get it free.

Tell us what you'd like to see, point us at your app, and we'll produce that one deliverable — free, no commitment. Want the full QA layer? Leave a note and we'll set up a scoping call.

Prefer email? Write to [email protected] — typical reply within 1 business day.

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