What's Working
The landscape shifts constantly. A new model drops, a framework updates, a practice that worked last month stops holding up. This is a living catalog of what's actually working right now — the tools, frameworks, and practices we're using in production and seeing real results from.
Everything here is free. Frameworks, scoring systems, prompts you can copy and run today. When something stops working, we'll say so. When something new earns its place, it shows up here.
Vibe Coding vs. Agentic Coding
You don't need to be a developer. You need five pillars that keep your project from falling apart. A scoring framework that separates AI code that lasts from AI code that drifts.
Read thisVibecoder Security Review
AI-generated code has predictable security holes. A structured triage that finds them — secrets, auth bypasses, hallucinated packages, and the specific patterns where speed trumped safety.
Read this