7 posts tagged
Most people use AI as a one-shot tool. Workflows are how you make it reliable, repeatable, and actually useful in production. Here's what they are and how they work.
Acceptance draft used to verify that suspect verdicts fail closed before publication.
If the same worker can write, edit, and publish directly inside your site stack, one bad instruction can move too far too fast. Separating the content pipeline from the publish target keeps the blast radius smaller and the review trail cleaner.
Most people don't need an AI agent. If the workflow fits on one whiteboard and the decisions are predictable, a script will usually do the job better.
CLAUDE.md rules are suggestions. Hooks are guarantees. Here's how to move your enforcement logic out of prompts and into deterministic shell scripts that actually run every time.
Most people use AI like a search engine with better manners. Agents are what happens when you let AI actually do things. No code required.
AI can write your blog posts in minutes. But who checks the AI? Build three review agents that fact-check, enforce your voice, and audit SEO before anything goes live.