Test Coverage that Builds, Runs, and Fixes Itself
Continuous end-to-end test coverage for your web application, running at scale, recovering automatically, reporting clearly.

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How mabl Closes the Coverage Gap — Continuously
Paste your requirements or connect via Atlassian Rovo to generate tests directly from Jira tickets. No scripting, and no waiting for a human to write each one. From there, mabl runs your tests on a continuous schedule, investigates every failure, and surfaces recovery options when your application changes. You stay in control of every update.
Test Authoring
From requirement to working test — describe your intent, mabl builds the coverage.
mabl accepts inputs in the form they already exist — user stories, Jira tickets, or natural language — and authors complete, stable tests. Iterate in plain language until coverage matches exactly what you need. Multiple tests can be generated in parallel in the cloud.
Natural Language + Jira
Describe a flow in natural language, paste acceptance criteria from Jira, or connect via Atlassian Rovo to generate tests directly from tickets. No scripting, no recording sessions.
Visual Assertions
Validate screenshots, UI state, and visual output using natural language descriptions. No selectors. No image diffing configuration.
Parallel Cloud Generation
Generate multiple tests simultaneously in the cloud, with no desktop app required. Trigger from your browser, CLI, or IDE via MCP. mabl runs the authoring process in the cloud and saves completed tests automatically.
Failure Analysis
Every failure investigated. Automatically.
mabl analyzes every failure automatically by examining screenshots, logs, and run history to classify the result as a real regression, an app change, or environment noise. Your team gets clear, structured answers and a suggested next step: fix the test, file a bug, or dismiss the noise.
Automated Triage
Every failure is triaged before it reaches your queue and classified as a real regression, an app change, or environment noise, with evidence already assembled.
Interactive Investigation
After mabl surfaces a failure summary, ask follow-up questions directly in the results view. Dig into what changed, why it was flagged, and what the full context looks like.
Developer Handoff
When a regression is confirmed, filing a Jira ticket with full context takes one click. Developers can also invoke failure analysis from their CLI or IDE via the mabl MCP Server.
Test Recovery
Tests fail for many reasons. mabl handles them mid-run, you see everything.
When a test step fails, mabl investigates mid-run and attempts to recover — handling obstacles that have nothing to do with actual bugs. You can configure the level of autonomy that fits your team's risk tolerance, and every action is logged and reviewable.
Adaptive Auto-healing
When a UI change breaks a locator, mabl's auto-healing updates element selectors automatically. No manual intervention, no test maintenance backlog.
Visual Assist
When locators are unavailable or unreliable, Visual Assist identifies elements by how they look on screen, not their underlying code, so tests keep running even when the DOM changes.
Configurable Autonomy
Three modes: off, try-and-fail (mabl attempts recovery but still marks the test failed with full visibility, zero risk to results), or try-and-pass. Start in the default mode to build trust before letting recovery affect outcomes.
Test Execution
Run the tests that matter, every time.
mabl's execution layer eliminates two problems: tests that take too long to run and tests that fire on everything regardless of relevance. Test Impact Analysis surfaces what matters for each code change. Unlimited parallel execution handles the rest.
Test Impact Analysis
mabl identifies which tests are relevant to a given code change and surfaces them in the developer's IDE, providing fast feedback without waiting for a full suite run.
Parallel Execution
Run your full test suite across unlimited cloud agents with no infrastructure to configure or maintain. Tests that used to take an hour run in minutes.
MCP Server
Trigger mabl's full execution scale directly from your IDE or CI pipeline via the mabl MCP Server.
”One of the things I like about mabl, is you can also have the developers in the environment with you, right, they can review the results, and it doesn't cost us any additional licenses or anything like that. So that's, that's another win for us.“
Read the Story
"We’re getting value out of mabl every single day with production testing, UI testing, and API testing. It’s so easy to identify issues, send our developers a screenshot, and quickly find a solution. Having that transparency and reliability really boosts our confidence and ensures Kubecost is giving the most accurate information possible."
Read the Story"mabl allows our team to focus on improving our product and user experience. The fast, consistent execution has been instrumental in showing the value of testing."
Read the Story
"mabl has been essential to our ability to release daily. Testing is no longer a bottleneck, and if you have a product with a Ul that requires testing, I highly recommend mabl."
Read the Story“mabl is an absolute game-changer for test automation! Whether you're into the simplicity of recording and playback or dealing with mind-blowingly dynamic content, mabl's got your back with a solution that will knock your socks off!”
Read the Story“People without deep technical expertise can take mabl and run with it, which makes testing more sustainable for my team in the long run.”
Read the StorySee Active Coverage in Action
Get a demo and see how mabl keeps your test suite working continuously as your application evolves.