vibe-coding

UC San Diego and Cornell tracked 112 professional programmers using AI agents at work. Not one of them actually vibe coded. Here's what they found — and what it means.

A step-by-step workflow for using AI coding assistants effectively — from understanding a ticket with Rovo to reviewing changes before committing with Claude.

A practical breakdown of memory types in AI coding tools — what survives between sessions, what gets wiped, and how to build persistent AI teammates that actually know your codebase.

Understanding how context works in AI coding assistants — what goes in, why it runs out, and how to manage it so the AI stays helpful instead of confused.

A practical comparison of vibe coding and spec-driven development — when to flow freely with AI, when to nail down specs first, and how to combine both without losing your mind.