Your AI QA engineer
Catches bugs before you ship

Give it a URL. Describe what to check in plain text, an intent or a scenario. Or let IronBee find it on its own through change analysis. It opens the app, drives it click by click, and tells you which line to change.

https://shop.ironbee.ai
What should it check?

Make sure a coupon actually reduces what the customer gets charged, not just the price shown on the page. Follow the discount all the way to the payment call, and tell me the moment the amount on the screen and the amount we charge stop agreeing.

Plain text · or leave it empty and IronBee decides
Agent actionsrunning
  • navigateshop.ironbee.ai0:00
  • snapshotDOM · 148 interactive elements0:03
  • click“Aeron Chair”0:06
  • clickAdd to cart0:09
  • navigate/checkout0:14
  • fillcoupon SPRING200:21
  • screenshotcheckout · 1440 × 9000:24
  • readorder total $1,116.000:27
  • fillshipping and card details0:40
  • clickPlace order0:46
  • networkPOST /api/checkout · 200 OK0:47
  • requestbody carried total: 1395000:47
  • screenshotconfirmation · full page0:51
  • readconfirmation “Order confirmed”0:52
  • compareshown vs chargedagent-written0:53
shop.ironbee.ailive
shop.ironbee.ai
IRONBEEChairsDesksLightingCart

Workspace, sorted.

Aeron Chair$1,395.00Add to cart
Sit-Stand Desk$890.00Add to cart
Task Lamp$140.00Add to cart
POST/api/checkout200payload {"total":139500}GET/checkout/confirmed200rendered $1,116.00
Analyze · root cause
ANALYZEROOT CAUSEEVIDENCEOPENTELEMETRYLIVE DEBUGGINGCODEBASERESULTFIX

Customers are charged the pre-discount amountP0

The coupon is applied in the cart component but never reaches the server. /api/checkout recomputes the total from raw line items and ignores cart.coupon. Nothing threw, nothing logged, every request returned 200, and every screen showed the discounted price.

Shown to the customer$1,116.00Sent to the payment provider$1,395.00Overcharged per order$279.00
Suggested fixapp/api/checkout/route.ts:28
  const cart = await getCart(session);- const total = cart.items.reduce((s, i) => s + i.price, 0);+ const subtotal = cart.items.reduce((s, i) => s + i.price, 0);+ const total = applyCoupon(subtotal, cart.coupon);  return charge(total, cart.paymentMethod);
Opens on a branch, then replays the failing stepReview the fix →
FAILED15 actions · 14 clean · 1 comparison nobody had written
What goes into the root cause
ScreenshotVideoDOMRequest/ResponseLogs
01

Evidence

What the run itself saw: screenshots and the video of it, the DOM behind them, every request and response that went out underneath, and whatever the console printed while it happened.

0msTRACE a41c9e2412ms
02

OpenTelemetry

Your own spans from the same request, so a failure on screen lines up with what the server was actually doing.

Pausedroute.ts:28
26const cart = await getCart(session);27const items = cart.items;28const total = items.reduce(…);29return charge(total, …);
cart.couponnullsubtotal139500total139500
Step overStep intoContinue
03

Live debugging

Execution stops inside the failing request, on your code, with the frame still live. Step it, read the variables, and watch the wrong value being produced.

app/checkout/page.tsxapp/cart/summary.tsxapp/api/checkout/route.tslib/pricing/applyCoupon.ts
LINE 28 · TOUCHED BY a41c9e2
04

Codebase

The diff and the source around it, so the answer comes back as a file and a line instead of a description of the symptom.

The agentic testing layer.

You say what matters. IronBee writes the scenarios, drives them, keeps them alive as the product changes, explains what broke with the evidence attached, and proves that every change you shipped was actually driven.

01 / Plain English

You say what matters. We do the rest.

One sentence is the whole input. IronBee works out the path through your app, writes the steps, drives them, and keeps them running. There is no test file for you to write, name, or own.

ironbee
You

Make sure a coupon actually reduces what the customer gets charged.

IronBee · 6 steps written from that sentence
1open the catalog2add an item to the cart3apply the coupon SPRING204read the total shown in the summary5place the order6compare the amount charged with the total shown
running on every deploy from here on
02 / Auto Healing

The code and product changed. The scenarios change with it.

A commit renames a button, splits a form, moves a field to another page. IronBee reads the diff, rewrites the steps it affects, works out which journeys that commit can actually reach, and re-runs only those.

auto-heal · a41c9e2
The commit
- <button id="place-order">Place order</button>+ <button id="submit-order">Complete purchase</button>
The scenario
click Place orderclick Complete purchase
1 step rewritten · 3 of 34 journeys can reach this commit, and only those re-ran
03 / Root Cause

Root cause, not just a red X

Evidence, OpenTelemetry spans, the live debugging session and your codebase go into one analysis. What comes out is a file, a line and a reason.

analysis
Evidencesummary rendered $1,116.00
OTelspan checkout.total = 139500
Debugcoupon absent from request body
Coderoute.ts:28 recomputes from line items
Root causeThe server never applies cart.coupon.
04 / Debugging

Live debugging on the run that failed

Scrub the replay, open the span that took too long, read the payload that went out. The failure is a session you can step through, not a screenshot.

trace · order #48213
POST /api/checkout412ms
cart.load38ms
total.compute4ms
payments.charge301ms
total.compute → 139500 · coupon null
05 / Verified Coverage

Proof that every change was checked.

An AI agent will happily tell you “all good, I tested everything”, even when it skipped half of it. IronBee doesn’t take its word for it. Every change you merged is a line on this list, with the scenario that drove it and when it passed. When it says one hundred percent, that’s mechanical fact, not the agent’s opinion. Nothing went out unexercised.

verified coverage · a41c9e2
100%of your changes
12 of 12 commits verified on this branch
a41c9e2apply coupon in cart summary14m ago
7f2c118allow checkout without an account1h ago
3d9e4a2restore balance on refund2h ago
b81f5c0redirect signup to first project3h ago
the next commit becomes line 13
Ways IronBee plugs into your workflow
- const total = items.reduce(…)+ const total = applyCoupon(…)
ironbee 2 minutes ago · route.ts:28
Send to agentClaude CodeCursorCodex
01

Test and fix in your agent

One click hands the failing run, the replay and the diff to Claude Code, Cursor or Codex.

PreviewPull request LovableVercelNetlifyStagingProduction
02

Verified on the preview before prod

The preview deploys, then IronBee drives it. Every change is exercised on staging while it is still a pull request.

ironbee / verification1 of 7 flows failed on the preview
03

GitHub Integration

Drop in the Action and every pull request is verified against the running app. The verdict posts as a check with the failing action and diff inline, and a failure comes back fixed on the branch, evidence linked.

4 / 7auto re-verify6 / 7auto re-verify7 / 7Ready to ship
04

Re-verify and fix until green

Your agent applies the fix, IronBee replays the flow, and the loop repeats until every flow passes.

Built for Vercel

Every commit gets its own test.

Push to a pull request and IronBee steps in. Vercel deploys the preview, IronBee reads what the commit changed, writes a scenario for that change, and drives it on staging, long before any of it reaches production.

Add to VercelHow it works
a41c9e2apply coupon in cart summaryfeat/spring-coupons
Changed in this commit
app/api/checkout/route.tsapp/cart/summary.tsx
Scenario written from this diff
1add an item to the cart2apply the coupon SPRING203place the order4compare the amount charged with the total shown
shop-ironbee-git-feat-spri.vercel.appRan on this deployment
01

A commit lands on a pull request

Nothing to schedule and no workflow file. The push is the trigger.

02

Vercel deploys the preview

Nothing is held up. The deployment finishes as it always did, and IronBee starts once the preview is live.

03

The diff becomes a scenario

IronBee reads what changed and writes the journey that change can break, rather than replaying a fixed suite.

04

The result lands on the commit

Pass or fail on staging, with the failing action, the replay and the suggested diff attached, while it is still a pull request.

FAQ

Questions, answered.

Everything you need to know about IronBee.

Testing tools only run the tests you write. Static analysis reads the diff but never runs it. Both miss what only shows up at runtime. IronBee takes over after an agent finishes: it verifies the change by actually running it, catches the issues your tests and your linters can’t see, investigates failures to the root cause, and fixes them automatically.

Now generally available

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