Show HN: FizzBee – Formal Model based autonomous testing

📰 Hacker News · jayaprabhakar

GitHub: https://github.com/fizzbee-io/fizzbee-mbt-examples Quick Start: https://fizzbee.io/testing/tutorials/quick-start/ Most developers agree testing is important. At the same time, most developers don’t enjoy writing tests. With AI generating code faster than ever, testing is becoming even more crucial. But even AI-generated tests need review and maintenance, which makes them another burden. I'm introducing another form of autonomous testing - "model-based testing". Instead of writing test cases, you describe expected behavior in a Python-like specification language. The FizzBee model can be: - Verified exhaustively for design bugs (like formal methods). - Mapped to your actual system, automatically generating the tests. This gives you: - No hand-crafted test cases - Automatic testing of concurrent as well as sequential behavior - No cascading test rewrites when behavior changes - No cluttering the SUT with tracing cod

Published 7 Oct 2025
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