Show HN: KeelTest – AI-driven VS Code unit test generator with bug discovery (keelcode.dev)

KeelTest, a new VS Code extension, has been launched to generate Python unit tests alongside discovering bugs before production. This AI-driven tool promises high reliability with a 90% average pass rate and identifies source bugs while offering actionable fix suggestions. Unlike traditional methods, KeelTest employs advanced static analysis to create an Abstract Syntax Tree (AST) of the code, ensuring comprehensive test coverage, particularly in edge cases that might lead to regressions. It facilitates an easy installation and test generation process, allowing developers to efficiently enhance their coding workflow with just a few clicks. The significance of KeelTest lies in its combination of AI and static analysis, which outperforms existing solutions on the market. In tests against leading AI models, KeelTest achieved exceptional scores in unit testing effectiveness by incorporating validation and execution to confirm the accuracy of generated tests. This innovative approach not only streamlines the debugging process but also sets a new benchmark for quality in test generation. By offering a free tier and scalable options, KeelTest is positioned to improve productivity for developers while fostering a deeper understanding of testing principles, making it a valuable asset in the AI/ML community.