Normalized Distance from Main Sequence (D) identifies structurally poor code by measuring how far components deviate from the ideal balance of abstractness and stability—making it the single best metric for detecting AI-generated code that compiles but rots.
by simon-willison
Reasoning models have made LLM-generated code undeniably good, and 2026 will bring both a major security incident from coding agents and the resolution of the sandboxing problem.
by antonio-erdeljac
A complete project walkthrough for building a Cursor-like AI code editor using Next.js 16, React, and Convex as the backend—demonstrating how to combine modern web technologies with AI capabilities.
by burke-holland
AI coding agents can replace developers for many tasks—Claude Opus 4.5's self-correction capabilities make human code review increasingly optional.
by alexander-opalic
AI accelerates routine tasks but lacks architectural judgment—the future belongs to high-agency generalists who identify problems and drive solutions without waiting for direction.