buggles
6.3K posts



AI really can help education: Randomized controlled experiment on high school students found a GPT-4o powered tutor that personalized problems for students raised final test scores by .15 SD, "equivalent to as much as six to nine months of additional schooling by some estimates"


The user interface for AI agents is simply a @linear kanban board. Who knew? You can now create a complex software business from your phone using: > Codex > Linear > GitHub > Symphony Writing a longer form article where I’ll show you how. The implications are immense.

One plugin. One command. Every skill: ▲ ~/ npx plugins add vercel/vercel-plugin The Vercel plugin for coding agents turns isolated capabilities into coordinated expertise, with: • 47+ specialized skills • Sub-agents for deployments, performance, and more • Dynamic context management for precision and cost control From single tasks to full workflows, agents like Claude Code and Cursor can further understand how to build and ship on Vercel. vercel.com/changelog/intr…


a credit card but instead of cash back you get Claude credits




Too excited to be more strategic about sharing — demos coming this week ✨ ui.sh






New blog post: "A sufficiently detailed spec is code" I wrote this because I was tired of people claiming that the future of agentic coding is thoughtful specification work. As I show in the post, the reality devolves into slop pseudocode haskellforall.com/2026/03/a-suff…








