Writing
Thoughts on AI, engineering leadership, and building software.
6 posts
The Frog in the Pot: How Startups Accidentally (and Intentionally) Trauma Bond Their TeamsWhy smart, capable people stay in toxic high-growth environments long after the equity math stops making sense. The answer usually isn't financial. It's neurobiological.leadership · startups · culture · foundersBuilding a Multi-Agent AI Platform From ScratchHow I architected LifePath — a generative collective intelligence platform — and the hard technical lessons from shipping it.ai · architecture · firebase · cloud-tasks · llmFine-Tuning Domain Experts That Actually Know ThingsI 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.ai · fine-tuning · lora · llm · open-sourceFractional CTO vs Full-Time: Here's How to DecideStop overthinking this. Here's when fractional makes sense and when you actually need a full-time hire.fractional-cto · startup · hiringHow to Actually Add LLMs to Your ProductI shipped the first agentic AI assistant in AgTech before everyone else figured it out. Here's what I learned.llm · ai · startups · implementationWhat I Look For in Technical Due DiligenceI've done diligence for VCs and acquirers. Here's what actually matters — and what's a red flag.due-diligence · investors · technical-assessment