Thoughts on engineering workflows, AI tooling, and building products that work.
A look at the Automatic Weather Recheck feature and what it teaches us about the real promise of agentic AI in logistics.
Hallucinations are the most embarrassing thing an AI can do, and the most dangerous. Here's the architectural pattern that makes them structurally impossible for anything the AI is supposed to know.
It is 9:14 PM and a customer with a real problem just landed on your website. Your office is closed. That lead is gone. Here is the math on why a $250/month AI assistant is the highest-ROI investment a small business can make.
Sixty days from first conversation to Shopify App Store. Two people, no funding, no engineering team. Here is what made that partnership work and the three questions you should ask before choosing your technical counterpart.
Starting every feature from the backend API sounds backwards until you realize it eliminates an entire category of coordination problems. Here is the workflow that cut my fullstack development time in half.