Blog

How I architected LifePath — a generative collective intelligence platform — and the hard technical lessons from shipping it.

I built a pipeline that turns a 50-line persona definition into a locally-runnable AI expert in 10 minutes. Here's how the whole system works.

Stop overthinking this. Here's when fractional makes sense and when you actually need a full-time hire.

I shipped the first chatbot in AgTech before everyone else figured it out. Here's what I learned.

I've done diligence for VCs and acquirers. Here's what actually matters — and what's a red flag.