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Knowns and Unknowns: Testing AI-Generated Code

A talk at the Atlanta Java Users Group on testing code written by AI assistants, using spec-driven development, property-based testing, static analysis and mutation testing. Held at Roam in Atlanta.

Tue, Nov 17, 11:30 PMRoam · Atlanta · GA
Event page on MeetupMore in Atlanta

Why it matters

Gives a three-phase framework for building confidence in AI-written code, covering known behaviors, edge cases and unknown bugs, so teams can rely on agents without trusting 'write tests' prompts.

The tokenmaxxing angle

Stronger tests and mutation checks let you route routine coding work to cheaper models safely. Ask which test layers catch regressions from a model swap and what extra test runs cost.

From the organizers

Hosted by Atlanta Java Users Group (3,617 members) at Roam, 1155 Mount Vernon Hwy NE #800. 6:30 PM ET on Nov 17. Signup is on Luma. Page also promotes Devnexus, April 5 to 7, 2027.