Requirement-Driven Execution
Feed it your requirement docs and codebase. Munk AI automatically generates test plans and executes them on real devices, replacing text-based assumptions with real-world observations.
Product
Built for real verification work.
Munk AI focuses on execution, code-aware verification, and test generalization. It's built on local-first principles to keep your development secure and frictionless.
Code-Aware Regression Verification
Translate code changes into review findings and actionable verification plans before merge.
Record Once, Generalize Anywhere
Record a human interaction trace once. Munk AI generalizes it into a robust test case that can be deployed across Android, iOS, and different device models.
Platform & Tech-stack Agnostic
Powered by multi-modal visual understanding, it natively supports Android, iOS, Flutter, Unity, and Web without relying on fragile UI selectors.
Seamless Integration
Integrate via CLI, Local API, or MCP seamlessly. Everything runs locally without sending your code or data to third-party cloud farms.