Open source · Java · AI-native
From a prompt to autonomous end-to-end testing.
ROA combines open-source Java automation with Pandora-optimized AI configurations, helping agents explore applications, generate tests, execute suites and maintain coverage, all within consistent engineering standards.
What makes ROA different
Engineered automation, made autonomous.
ROA is more than a framework or an AI wrapper. It combines a dependable testing architecture with AI configurations designed to follow it.
- 01
An engineered foundation
Reusable Java components, clear conventions and a consistent structure built for long-term maintainability.
- 02
AI-native workflows
Optimized configurations help compatible AI agents understand the framework and follow its patterns.
- 03
Autonomy, with oversight
Describe the goal; let agents explore, generate, execute and refine tests, with oversight when needed.
From prompt to regression suite
Describe the goal. Get a working suite.
Give an agent access to your application and describe what needs testing. It can explore the system, plan scenarios, create reusable ROA tests, execute them and iterate on failures, without requiring you to write the tests yourself.
Application access, test data and a suitable environment are required.
- Explore
- Plan
- Generate
- Execute
- Repair
- Maintain
- Application flows and test scenarios identified
- Reusable ROA components, flows and tests generated
- Suite executed and failures investigated
- Execution reports and CI-ready project produced
Recorded demonstration: 20 generated end-to-end tests compiling and passing.
Engineered for speed, stability and scale
Production-grade by default.
- 01
Full-stack automation
Cover UI, API and database interactions with shared tooling.
- 02
Standards-driven architecture
Reusable patterns that keep human- and AI-written tests consistent.
- 03
Parallel execution & CI/CD
Run independent tests efficiently in delivery pipelines.
- 04
Resilient by design
Use stable selectors, waits and recovery patterns to reduce flakiness.
- 05
Archetypes & onboarding
Start with a ready-to-run Maven project and proven conventions.
- 06
Actionable reporting
Understand failures through Allure reports, logs and screenshots.
AI-native by design
Optimized with Pandora.
Pandora helps evaluate and improve the agent instructions, skills, workflows and tools used with ROA. The result is an AI setup better aligned with ROA’s syntax, architecture and testing practices.
Use ROA with compatible coding agents and providers. Pandora is used to optimize the configuration; it is not required to run your tests.
- Your AI coding agentProvider-agnostic
- Pandora-optimized configurationBuilt in
- ROA frameworkOpen source
A reliable framework plus a well-configured agent makes autonomous testing practical.
Your journey to autonomy
Hands-on, assisted or autonomous, at your pace.
Choose the level of autonomy that fits your team. The same framework supports manual engineering, AI collaboration and agent-driven testing.
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01
Hands-on
Engineers build and maintain tests using ROA’s reusable architecture.
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02
AI-assisted
AI drafts tests within ROA conventions; engineers review and guide.
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03
Autonomous
Agents explore, generate, execute and repair tests under defined controls.
See ROA in action
See autonomous testing in action.
Watch ROA move from a natural-language instruction to generated, executed end-to-end tests. Then explore the deeper technical material from Cyborg Code Syndicate.
Get started
Explore the framework. Unlock autonomy.
ROA is open source. Explore the demos and documentation, or talk to us about bringing AI-driven testing into your engineering workflows.