Measured AI | Note to Self

October 29, 2025

Small mosaic of a pixelated black creature with white eyes and teeth, bordered in light blue, affixed to a concrete wall near the ground surrounded by leaves and a metal fence

As a former full-time engineer, I really enjoy coding with AI tools and the tradeoffs are worthwhile for me. AI assistance shortens my time from idea to working code, and using it has strengthened my ability to express what I want the code to do and how. But I view AI-generated code as a first draft that has much room for improvement, so I delete or refactor a good deal of it. I don’t “vibe-code” so much these days, as I prefer to fully understand what I’m building.

Source: Measured AI | Note to Self