Project Pursuit of Happiness

I built TokenShrink after posting about AI prompt compression on r/LocalLLaMA and getting called out. Users proved that my tool was actually making things worse — "database" is already 1 token, replacing it with "db" saves nothing. "should" → "shd" actually costs MORE tokens. The word-count math was completely wrong. Instead of abandoning the idea, I rebuilt it from scratch with real tokenizer...