Show HN: Comber explores your app once, then replays QA checks deterministically

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comber · every-click QA for preview deploys

Every-click QA for preview deploys<br>It clicks everything.<br>You hear about<br>what broke.

Point comber at a preview URL. It explores your app like a real user, catches the broken click, and hands you the repro — no test scripts to write.

Start free<br>Read the docs

$ npx comber check v0.1.1 &middot; 125/wk ').then(()=>{this.textContent='copied'},()=>{this.textContent='copy failed'})">copy

$ npx -y comber-mcp in Cursor, Claude & more v0.1.0 {this.textContent='copied'},()=>{this.textContent='copy failed'})">copy

Runs in your CIBYO Anthropic keyNo scripts to writeAny preview URL

comber check<br>live · one run, cheap replays

One expensive run. Then deterministic replays.

47 clicks<br>Explores every reachable state like a real user — no test scripts.

$0.01 a run<br>DOM-first, vision only when it has to. Cents, not dollars, per crawl.

41 seconds<br>Fits inside CI, on every preview deploy, before your users get there.

Why comber

Writing end-to-end tests is a second job.

Scripted tests only catch what you thought to script — and they rot the moment the UI moves. comber explores your app like a person and finds what you didn't know to look for.

the old way

— Write and maintain Playwright / Cypress scripts by hand

— They break every time a selector moves

— They only test the paths you remembered

— A green suite still ships the bug nobody scripted

with comber

✓ Point it at a URL — no scripts to write

✓ It clicks every reachable state like a real user

✓ Catches the broken click you never thought to test

✓ Files it with a repro, screenshot, and trace

How it works

Three steps, on every preview deploy.

01<br>Point it at a URL<br>Drop comber check into CI, or connect a repo and let it fire on every preview deploy. Bring your own key, or let us run it.

02<br>It explores like a user<br>DOM-first, vision only when it needs it — comber clicks, types, and navigates every reachable state, watching the console, network, and accessibility tree.

03<br>You get the receipts<br>Every finding lands with a repro, a screenshot, and a trace — plus cheap deterministic replays, so the expensive run happens once.

What you get

Every click, checked — for cents.

Every-click coverage<br>Not the happy path you scripted — every reachable state, explored like a real user.

Real repros<br>Each finding ships with the exact steps, a screenshot, and a trace you can replay.

Runs in your CI<br>One line in GitHub Actions, GitLab, or any CI — fires on every preview deploy.

Cheap and fast<br>DOM-first keeps it at cents per run and inside your CI budget — vision only when needed.

More than broken clicks<br>Catches server errors, failed requests, and accessibility breaks — not just dead buttons.

Your key or ours<br>Bring your own Anthropic or OpenAI key, or let us run the whole thing on our infra.

Pricing

Free in your own CI. Upgrade when the team ships on it.

Free

$0

Self-host the CLI; see every run in the hosted dashboard.

✓ The comber CLI in any CI<br>✓ Unlimited runs — your own Anthropic key<br>✓ Full findings + replays<br>✓ Hosted dashboard · 1 project · 1 seat

Start free

Starter

$19 /mo

For solo devs shipping with a safety net.

✓ 3 projects<br>✓ 30-day run history guaranteed<br>✓ Full run history + findings dashboard<br>✓ Email support

Choose Starter

Pro

$49 /mo

For growing teams shipping every day.

✓ 15 projects · 3 team seats<br>✓ 90-day run history guaranteed<br>✓ Roles & permissions (RBAC)<br>✓ Priority email support

Choose Pro

Team

$149 /mo

For orgs that need scale and control.

✓ Unlimited projects · 10 seats<br>✓ 1-year run history guaranteed<br>✓ Custom roles & permissions<br>✓ Priority support

Choose Team

Annual billing (~40% off) is available in-app. Managed runs — we run the<br>crawl for you, no CI or keys — are coming soon: get on the early-access list.

Point comber at your next preview deploy.

Find what broke before your users do — no test scripts required.

Start free<br>Read the docs

comber is a product of RADLAB LLC, a Wyoming limited liability company. © 2026 RADLAB LLC.

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