Autonomous AI Test Generation
Translate natural language into performant, executable automation and scale coverage without hand-writing boilerplate test code.
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Instant Authoring
Describe the workflow in plain language instead of writing and maintaining low-level automation code.
Execution-Ready Flows
Generated tests can move through realistic app flows, dynamic UI states, and multi-step interactions.
Zero Vendor Lock-In
Export generated tests as executable Playwright TypeScript when you want direct ownership of the code.
Mechasm turns test intent into execution. Instead of maintaining brittle scripts for common flows, teams can describe what should happen and let the platform synthesize reliable actions, handle runtime state, and run at cloud scale.
How generated tests become reliable
Generated steps still need strong execution. Reliability comes from how the platform interprets and runs what was generated.
Natural language input
Write test intent the way you would describe it in a ticket or acceptance criteria.
Resilient execution
The platform is built to keep generated tests reliable as your product evolves.
Parallel scaling
Run generated suites across large parallel capacity instead of waiting on long serial pipelines.
What generated tests can handle
The generated workflows are grounded in the platform capabilities already documented across Mechasm.
Email-based flows
Continue through verification codes, magic links, and password reset steps using inbox-driven testing.
Private staging environments
Run the same generated tests against internal environments when VPN is configured at the project level.
Traceable execution
Review videos, traces, and console output after a run to understand exactly what happened.
Explore the rest of the platform
Dive deeper into the product surface around this capability and see how it connects to the rest of Mechasm's autonomous testing workflow.