JAIPilot - One-Click AI Agent for Java Unit Testing

About

JAIPilot targets the Java-specific grind of unit test authoring: right-click a class or method and it analyzes method logic, parameters, dependencies, and edge cases, then writes runnable JUnit tests into the correct test class location. The agentic part is autonomous refinement — it runs the generated tests, detects compilation or execution failures, repairs existing cases, and repeats until green, without the developer touching the loop. Model choice is handled internally, selecting per class for the speed/accuracy tradeoff. It integrates with existing Maven/Gradle Java projects out of the box and is distributed through the JetBrains Marketplace.