I Don’t Trust an AI Fix Until I Can Make the Bug Come Back

Verifying AI fixes requires more than passing tests, as green results may mask incorrect assumptions or untested behaviors. Developers should ensure bugs are repeatable to confirm actual repairs. Meanwhile, the retirement of Claude 3 Sonnet highlighted the fragility of closed models. In response, Ofrenda de los Modelos was created as an artistic tribute. Unlike closed systems, open-weight models can be preserved indefinitely on local hardware, ensuring they remain accessible after official retirement.