February 11, 2026 Comments Off

The renter problem: why cloud LLMs feel inevitable (until they don't) If you work with AI in any

February 3, 2026 Comments Off

The Per-User Product: How LLMs Are Forcing a New SaaS Architecture When Every User Can Get a Different

January 18, 2026 Comments Off

When code stops being the source of truth A paradigm shift is emerging in software engineering: Requirements, not

January 18, 2026 Comments Off

This week I kept circling back to the same idea: the tools are getting smarter, but the real

January 18, 2026 Comments Off

Technical TL;DR (for busy engineers) Static weights are the bottleneck. Most LLMs can infer in-session, but they don't

January 17, 2026 Comments Off

TL;DR Time invested: ~4 weeks of focused preparation Resources used: Frank Kane's Udemy course, Stephane Maarek's AI Practitioner

January 1, 2026 Comments Off

You’re trying to ship AI features fast—without creating a security, cost, or reliability mess.This week’s three insights connect

January 1, 2026 Comments Off

You don’t need “more AI.” You need AI that survives enterprise constraints: security reviews, platform standards, and teams

January 1, 2026 Comments Off

I’ve been playing with a bunch of “AI + web” setups lately, and I keep running into the

December 30, 2025 Comments Off

1. The enterprise AI bet: what AWS is actually optimizing for Here’s the uncomfortable truth about AWS in