Blognotes on the web, AI, and the occasional build log.

Building my-clippa: A Local-First AI Clip Finder for Long-Form Video

AI Isn't the Answer. It's the Tool.

Learning that AI isn't a shortcut out of growth - it's a multiplier for people who actually want to grow.