Orbit - Automated regression testing for AI systems

Orbit is an automated regression testing platform for AI systems. When teams build AI features, small changes to prompts, models, or configurations can silently break correctness, increase cost, or introduce safety issues. Orbit helps catch these problems before they reach production. Developers define tests once and Orbit runs them automatically on every single change.

Hey everyone 👋 I’m Manoj, the founder of Orbit. I kept running into the same problem while building AI features: things would look fine, then quietly break after small changes — prompts drifting, costs going up, or behavior changing in weird ways. Unlike normal code, AI doesn’t really have good “tests”. Orbit is my attempt to fix that. It adds regression testing for AI so issues show up before they hit production, not after users complain or bills spike. This is still very early and we’re learning fast. I’d love feedback from anyone building with AI: Does this problem resonate? What would you want Orbit to catch for you? What feels missing or unclear? Thanks for checking it out,really appreciate any thoughts 🙌

Orbit - Automated regression testing for AI systems

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