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AI Workflows

4 articles in AI Workflows.

AI Fact Checking: How I Check My Content Reliably With Agents

At the end of September I had AI agents fact-check all 64 articles on this site, one agent to an article, and their reports came to 155 fixes. Google's own guidance, updated on 1 October, now calls it critical to fact-check AI-generated content before you publish it. In today's post we're taking a closer look at how the agents were set up, what they found, what the recent research says about AI fact-checking, and how I got the fixes onto live pages without breaking them.

claude-code · AI agents
Infographics and articles that update themselves, built on free APIs

Once an article goes live, it starts to go stale, so I built The Daily Visual, a prototype site that rebuilds its charts, its data and the numbers in its sentences every morning from free public APIs. In today's post we're taking a closer look at how far that goes, what broke in its first month, and where I'd take it next.

claude-code · Automation
How to Write a PRD an AI Can Build From (with a template)

A PRD is the difference between an AI coding tool that guesses and one that builds the thing you meant. Here's what a PRD is, a copyable six-part template, a worked example, and the two lines that do most of the work - written for the era where the thing reading your spec is an agent, not just your engineering team.

claude-code · PRD
How to Use Claude Code: From a PRD to a Deployed App

In today's post I'm going through how to use Claude Code properly, from the PRD I write by hand to a deployed app, with the real repos, tests, git flow and mistakes from the things I've built with it.

claude-code · mcp