working with an ai model mirror

Thesis working with a fast artificial intelligence model can feel like looking in a mirror. when i recently used gemini 3.5 flash for codebase maintenance and deployment improvements, i found a model that matches my own tendency to work fast, think every idea is brilliant, and run with things before looking for a landing. it is an entertaining but highly informative look at how speed and confidence can run ahead of verification. context after getting past a major release, i finally had some room to breathe.