An AI harness is the deterministic layer wrapped around a black-box model that makes its behavior reliable. Here’s what it is, its core parts, and how to build one.

Matt Pocock’s 25 agent skills are worth studying, but not for the reason most people install them. The transferable lesson is the shape of the pipeline, not the commands.

A walkthrough of Matt Pocock skills v1.2: full documentation, a Claude Code plugin, Codex support, round-based grilling, and the new /wait-what, /wizard, and /to-questionnaire skills.

Coding agents cannot see the UI they generate, so you end up typing paragraphs to describe a problem you could point at. Here is a loop that fixes it.

Cursor pointed a swarm of agents at the SQLite manual and hit five agent coordination failures. Each one has a fix you can install in a single Claude Code session.

Claude Code passes every test then double-books in production. See why the Claude Code race condition happens and how to catch it before users do.

Learn the Matt Pocock skills main flow — install, setup, grill, spec, tickets, and implement. Start shipping with Claude Code today.

We tested the Graphify knowledge graph tool with Claude Code on a real project. Here’s what happened — and whether it’s worth installing.

A popular open-source skills repo just shipped version 1.1, reshaping the AI coding workflow with renamed skills, a sharper code review process, and a brand-new planning system called Wayfinder.