Experiments · Scheduled
Why 19pine.ai Actually Changed How I Handle Real-Life Drudgery
I test most new AI tools. Most disappoint. 19pine.ai was different — it's the first one that genuinely shifted how I spend my days, starting with a two-hour Comcast negotiation I never had to sit through.
May 5, 2026
8 min read
Experiments
Splitting AI Models by Architectural Layer: When One Model Isn't Enough
Most teams pick one model and hardcode it everywhere. We did too — until we didn't. Here is how splitting by architectural layer changed our cost profile, latency, and reasoning quality.
April 29, 2026
9 min read
