5 Architecture Patterns AI Gets Wrong
AI coding tools produce the same 5 broken architecture patterns. See what they generate, why it fails, and what production code looks like.
12 min read
Blog
Technical insights on shipping AI-built apps to production.
Prototype to Production: What AI Can't Do
AI tools build prototypes fast. But production engineering needs judgment, context, and trade-offs that no LLM can provide. Here's what's missing.
13 min read
The Vibe Coding Hangover Is Here
Vibe coding promised anyone could build apps. Now founders face the hangover: apps that demo well but fail in production. Here's what happens next.
12 min read
We Audited 50 Vibe Coded Apps
Data from 50 production audits reveals the 5 failure patterns in every AI-built app. See if yours has them — and what to fix first.
14 min read
Why Your AI App Needs a Human Engineer
AI coding tools write functional code. Human engineers write production code. Here's what humans bring that no AI tool can replicate.
13 min read