Advanced Slop Prevention Techniques | Loren Stewart

AI writes code faster than anyone can read it, and the danger isn't bad code but unverified code that is plausible, well-formatted, confidently wrong. This is a pipeline of independent gates, from cross-model review and an adversarial Greptile check to deterministic audit scripts and a plan-derived QA pass, each one harder to fool than the last.

Our CSS isn't opinionated enough

Why styling on semantics and roles could make accessibility harder to skip

Building the Playground: How to Prep Your Codebase for AI Coders

How to turn a real-world 300k-line codebase into an AI-friendly playground, where AI coders ship features and engineers don't go insane.

Component Examples as Data

Demonstrating what’s possible for designers and machines alike

The Risk of Stellar Flybys and GJ 710

In a stellar flyby, a star approaches our Solar System close enough to create gravitational mayhem. The last one was 70,000 years ago. There are more in the future, and it's possible that they co...

Ebola Outbreak in DRC Approaches 'Worst Ever' as Aid Response Lags - Osna.FM

Ebola outbreak in DRC accelerates faster than aid. Learn why the IRC warns immediate global action is vital to prevent a deadly epidemic.

The Case for Design Disposables

Design disposables are rough artifacts you make to think, not to deliver. Learn to tell them apart from deliverables and avoid the sunk-cost trap.

Framework-agnostic design systems: a practical approach to web components

Baking framework lock-in into your design system from day one is a recipe for obsolescence. Component documentation is often tedious and out-of-sync with development. Let’s build a documentation-first, framework-agnostic component library using web standards and solve this admittedly esoteric combination of problems.

Self Hosting Passwords | Chuck Carroll