Automation

In the previous tutorial, we built a web scraper. Now let’s build an automation script — a file organizer that sorts files by type, processes CSV data, and logs everything properly. This is the final project in the Python Tutorial series. It ties together everything: file I/O, dataclasses, error handling, logging, testing, and packaging. By the end, you will have a practical tool you can use every day. What We Are Building A file organizer that: ...

Anthropic launched a new Claude Code feature on April 14, 2026: Routines. A Routine is a Claude Code automation that runs in Anthropic’s cloud. You set it up once. Then it runs on a schedule, on an API call, or when a GitHub event fires — with your Mac completely off. What Is a Routine? A Routine packages three things together: ...

You used to craft the perfect prompt. Tweak the wording. Add examples. Get a better answer. That era is ending. In 2026, the best AI coding workflows are not about prompts. They are about loops. You give the agent a goal, a test gate, and permission to run. You come back to a completed PR. This article explains how agentic workflows work, what they look like in practice, the risks nobody talks about, and how to set one up properly. ...