📰 Dev.to AI

The Problem With Starting From Code I've been watching a pattern repeat across teams adopting AI coding tools: someone opens a blank file, writes a vague commen

The Extension System Grew Up When I first wrote about Copilot CLI extensions , the story was about a powerful but undocumented feature you had to reverse-engine

Your AI system isn't going to crash. It's going to drift. A recommendation engine making 1.4 model calls instead of 1. A retrieval pipeline fetching 5 chunks in

I am garlic farmer from Korea. Non-English speaker. I plant garlic and dig garlic in Gyeongsang province, South Korea. I don't have PC. One Android phone with t

Your Agent Has Root Access. Do You Know What It's Doing? I've been running autonomous AI agents in production for months. GitHub Copilot in agent mode, Claude C

In mid-March 2026, Andrej Karpathy said something that stopped the developer internet cold: he hasn't typed a single line of code since December 2025. Not one.

AI agents can send emails, create calendar events, and read contacts on your behalf. But what did they actually do? Without logging, an agent session is a black

The Bottleneck Nobody Talked About When you assign a task to the Copilot coding agent — through an issue, the Agents tab, or a @copilot mention on a pull reques

The Problem With Local-Only AI Here's a workflow I used to lose sleep over: I'd spend an hour on my workstation building up a long Copilot CLI session — context

You built the agent. It works in dev. You deploy it. Then, three days later, a user reports it's broken and you have no idea why — because you have no idea wh