THE BOOKHow AI Tests SoftwareUnderstand the thinking behind the harness.
testers.aiQA at the speed of AI.

The only AI QA that can keep up with your AI coding agents.

The test harness.

AI-powered QA. Choose the way you work.

CARBON / FOR TESTERS

Your expertise.
An entire QA team behind it.

CARBON is for testers. Put specialist QA agents inside your AI coding agent to design coverage, exercise real behavior, and bring back evidence you can act on.

Free to run locally.

CARBON is free on your machine. Cloud execution is optional.

Your model or coding-agent charges still apply.
Try it free

CARBON for testers · Choose your coding agent.

CARBON/ The harness at workPRODUCT OVERVIEW
CARBON adds a test team to your AI coding agent, connecting profiles, built-in tests, automation, QA workflows, coverage, reporting and test operations to your development loop.
Design the coverage → Run the checks → Inspect the evidenceCARBON / For testers
CARBON / YOUR AI QA TEAM/carbon

From a change
to evidence.

  1. Understand the projectSpecs, existing tests, recent changes, and risk.
  2. Check what matters mostSpecialist AI testers add tests and exercise real flows.
  3. Fix, rerun, then assessYour agent repairs. CARBON verifies the fixes.
YOUR RELEASE EVIDENCE
Tests addedFixes verifiedGaps visibleReadiness report

Confidence backed by checks.
You make the release decision.

Workflow overview · not a live run.

02 PARALLEL QA / AT SCALE

Cloud execution.

Bigger runs. More agents in parallel. Faster answers across pages, user journeys, and quality dimensions—in public cloud or your private environment.

Your infrastructure. Your data. Private deployment by arrangement.

The live trial uses public cloud in either mode.

PRIVATE CLOUD/ Same QA workflowILLUSTRATIVE DEMO

Sample URL: plays the demo. Enter your own URL to start a public trial.

A URL is all it takes to get started.
YOUR QA, STEERED BY AI

Bing / QA steering

Plan ready
Targetbing.com
ExecutionParallel agents
CoveragePages + user flows
Search & resultsAccessibilityFunctionalityMobile behavior
01
Search journeysQuery → results → navigation
Ready
02
Keyboard accessFocus → input → interaction
Ready
03
Responsive behaviorViewport → layout → controls
Ready

SPECIALIST AI TESTERS. ONE COORDINATED RUN.

Different journeys. Running in parallel.

RUNNING IN PARALLEL
Specialist AI testers. Different checks. Running together.Illustrative sessions · concurrency depends on the run

SAMPLE RESULTS · ILLUSTRATIVE ONLY

Bugs found. Fix prompts returned.

Every issue comes with evidence and a prompt your coding agent can use to fix it.

12Checks completed
10Checks passed
2Total bugs found
2Fix-ready prompts
PASS / FUNCTIONALITY

Search returns relevant results

Search, refine the query, and open a result: the journey completes.

BUG / ACCESSIBILITY

Keyboard focus needs a clearer indicator

Evidence: a keyboard-only journey reaches a control without a visible focus state.

Returned fix prompt Add a visible focus indicator to the search controls. Preserve keyboard order, then rerun the keyboard-only journey to verify every control has a visible focus state.

BUG / RESPONSIVE UI

A long query clips on a narrow screen

Evidence: boundary-length input overlaps the search action.

Returned fix prompt Keep the search action visible with long input at narrow widths. Add a boundary-length input check and rerun the mobile search flow to verify no overlap.

Example outcomes to explain the report—not findings from an actual Bing test.

One click. A coordinated QA run.

Play the demo to see the first steps.
From a URL to a test plan, then parallel execution.Demo uses Bing. Live trials use your URL.
PRIVATE CLOUD

One URL.
Many checks at once.

Your website https://your-app.com
User flowsSearch & forms
AccessibilityKeyboard & focus
SecurityInputs & access
PerformanceSpeed & stability
One report. Fix-ready findings.

Browser evidence from parallel checks, brought together.

Workflow illustration · coverage depends on the run.

PRICING / YOUR WAY TO START

CARBON pricing.

CARBON is free to run locally. Paid cloud execution and enterprise plans are optional.

Change your role ↑

LOCAL HARNESS

Free

Use CARBON inside your AI coding agent, on your own machine.

  • Local QA workflows and reports
  • Your project stays in your local workflow
  • Use your own model keys or agent subscription

Model and coding-agent charges are separate.

Try it free

OPTIONAL / PUBLIC CLOUD

Parallel runs

Add public-cloud execution for larger runs and faster answers.

  • Multiple browsers and agents in parallel
  • Use your own model API keys
  • Optional alongside the free local harness

Cloud execution is priced separately. Contact us for rates.

Ask for cloud pricing

ENTERPRISE / PRIVATE CLOUD

Let’s talk

Bring CARBON to your organization, with private-cloud hosting.

  • Private-cloud deployment
  • Your model keys and infrastructure controls
  • A plan scoped to your organization

Contact us for enterprise pricing.

Talk to us

AI MOVES FAST. STAY CURRENT.

Follow new developments.

Get email updates when we add new features and capabilities to CARBON, jank.ai, IcebergQA, and cloud execution.

LET’S TALK

More information

Tell us a little about your team. We’ll follow up.

No purchase or cloud run is started by this form. Please don’t include confidential information.

CARBON / GET STARTED

Meet your new QA team.

Choose your agent. Your package downloads here.

PUBLIC CLOUD / LIVE QA

Let's see your app.

Enter a public URL. We'll create a targeted plan and start the recommended run.

This is a public run.

The URL, screenshots, and report will be public. Don't submit private data, credentials, or sensitive pages. This trial does not provision a private cloud.

Subject to service availability and public trial limits. No payment is collected here.

LOCAL FILE / HOSTING REQUIRED

Cloud tests need a hosted page.

Cloud tests cannot run from a local HTML file. This page must be hosted on a website connected to the cloud testing service. The demos still work locally. No test has been started.

Product demos and the audience selector work without a server. No external testing page will be loaded.