AI verification layer to ship faster

    Ship fast without breaking production

    Zerocheck navigates your app like a real user, protecting existing flows and generating new tests from your PR diff. After merge, it continuously monitors production.

    Recording, screenshots, step trace on every PR.
    Tests generated from your diff. No manual work.
    Written in plain English. No flaky tests.
    github.com/databricks/app/pull/847
    Refactor checkout UI#847
    main ← refactor/checkout-ui
    Z
    Zerocheck2 min ago
    46 passed · 1 failed · 9m 36s
    Complete purchase1m 52snew test
    Subscription renewal38snew test
    Failed payment retry17snew test
    View 6 screenshots·View step traces
    PDFJSON
    Zerocheck generated 3 new tests from this diffDetails

    Your team ships 3x faster with AI. But your testing can’t keep up.

    Teams ship features in hours with Claude Code, Codex, Cursor, but can’t manually test every PR.
    Your integration tests break with every redesign, and bugs reach your customers weeks before you even know about them.

    84%

    of CI failures are flaky tests, not real bugs.

    Google Testing Blog

    55%

    of teams spend 20+ hours weekly maintaining tests.

    State of Testing Report

    Features

    What Zerocheck does, from PR to production

    github.com/databricks/app/pull/892
    Redesign checkout page#892
    Files changed
    src/checkout/PaymentForm.tsx+42-18
    src/checkout/CartSummary.tsx+15-7
    src/lib/payments.ts+3-1
    Zerocheck generated 2 new tests from this diff
    Test suite executed, 2 new tests added47 passed · 0 failed · 8m 12s
    Complete purchasenew2m 14s
    Cart total after discount codenew38s
    45 other tests passed1m 46s
    Confidence 94%2 new tests added to suite

    Writes tests from your PR diff.

    Push a PR. Zerocheck reads the diff, traces which flows your changes touch, and writes the tests for them.

    See change-aware testing →
    app.zerocheck.dev/runs/4821
    Complete purchase1m 52s
    Step trace4 steps · 6 screenshots · 1 recording
    1.Navigate to checkout page2 screenshots
    2.Fill payment details and submit2 screenshots
    3.Verify order confirmation shows correct total1 screenshot
    4.Check confirmation email received1 screenshot
    EvidenceCommit a3f7c2e
    Screen recording1m 52s
    6 screenshots·Step trace
    PDFJSON

    Records the browser on every PR.

    Every test records the browser. You see what happened at each step, with screenshots, step trace, and repro notes posted on the PR.

    See SOC 2 evidence automation →
    app.tryzerocheck.com
    "New user can purchase a product with a credit card"
    Plain English·Visual interaction·No selectors
    Click the "Add to cart" buttonFinds button by visual label
    Enter test credit card and complete paymentHandles payment iframe
    Verify order confirmation shows correct totalAsserts visible content
    Survives CSS refactors, component renames, and redesigns

    Keeps your tests working through UI changes.

    Selector-based tests break when you change the UI. Zerocheck interacts visually, using accessibility trees instead of DOM paths.

    See zero-to-CI setup →
    app.tryzerocheck.com/monitors
    Production MonitoringRuns every 30 min
    Critical Flows3 healthy· 1 alert
    Complete purchase12m ago
    User onboarding (magic link)12m ago
    SSO login via Okta12m ago
    Payment webhook response3m ago

    Payment webhook failed

    Stripe returned 502 on /webhooks/checkout. Last success: 42m ago.

    Alert sent to #engineering-alertsSlack · PagerDuty
    30d uptime
    99.2%

    Monitors checkout, login, and signup after merge.

    Zerocheck reruns these flows on a schedule. If checkout breaks due to a completely unrelated change, you find out before you lose customers.

    See production monitoring →

    How it works

    Zerocheck tests every PR and monitors production.

    1.Connects to your repo.

    ~15 min

    Connect GitHub and point Zerocheck at staging. No CI pipeline work required.

    databricks/web-app

    2.Generates your first test suite.

    One-time

    Zerocheck generates a new test suite by scanning your app. Review and edit it, or add your own.

    Complete purchase
    Subscription renewal
    Failed payment retry

    3.Runs the test suite on every PR, and writes new tests.

    ~5 min

    Zerocheck traces what your changes affect, including downstream dependencies, generates tests for those flows, and runs the entire suite. Recording, screenshots, and step trace added to every PR as a comment.

    46 tests run · 4 new tests generated · 0 failures

    4.Continuously monitors your releases & production.

    Always on

    After merge, your flows keep running against production on a schedule.

    prodCheckout flow✓ 12m ago
    prodOnboarding flow✓ 12m ago
    prodSSO login✓ 12m ago

    Every engineering team says:

    “Retries become a crutch nobody questions”

    r/Playwright

    “We don’t even have any integration or e2e tests”

    r/ExperiencedDevs

    “I get told to put it in the backlog. It has never gotten planned.”

    r/ExperiencedDevs

    “Most red builds were from things around the test, not the test itself”

    r/Playwright

    “Every regression gets discovered after you’ve moved on”

    r/Playwright

    “We mock Stripe and pray”

    DEV Community

    “Our postmortem said add a test. Nobody did.”

    DEV Community

    “It doesn’t matter how many defects we prevent”

    r/ExperiencedDevs

    Bugs like these still ship to production

    Checkout total showed $0 after discount code refactor

    Feature flag rollout broke the control group's checkout flow

    OAuth redirect looped after identity provider update

    Payments dependency bump crashed checkout for 50% of users

    You’re already paying for manual testing

    CI passes, but you still click through the app before merging.

    Unit tests catch code issues. They miss a broken checkout, or a CSS change that hides the buy button. That manual click-through is the test nobody wrote.

    Playwright is free. The setup and maintenance are not.

    Wiring it into CI, writing selectors, and fixing them when the UI changes costs 20+ hours a week.

    Stop guessing from red/green. Watch the replay.

    You get a recording, screenshots, and step trace posted on the PR while you’re still in the code. Not a checkmark. What actually happened. When something fails, you see the recording of what went wrong and the exact step that broke.

    “Can’t I just use Playwright MCP with Claude Code?”

    Playwright MCP gives your coding agent a browser. You still write the test logic, handle assertions, and wire it into CI yourself. Zerocheck reads your diff, generates tests, runs them, and posts results with a recording. MCP is a tool. Zerocheck is a workflow.

    What testing actually costs your team

    Manual clickingPlaywright DIYQA hireManaged QA
    Time to coverageInstant (but no coverage)2–6 months1–3 months2–4 months
    Weekly maintenanceYour time, every PR20+ hrs/weekTheir full-time jobVendor’s team
    Annual cost$0 in tools$0 framework + eng time$150K+ salary$48K–$96K/yr
    When UI changesYou click againSelectors breakThey fix the selectorsVendor fixes it
    SOC 2 evidenceManual screenshotsManual screenshotsManual screenshotsNone

    You probably have some questions

    Run it on your app

    Fifteen minutes. One of your real PRs. You watch the browser navigate your app and see exactly what passed and what broke. If it doesn’t catch something useful, you’ve lost nothing.