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Articles tagged with #devops
The Shift Nobody's Talking About Developers are deploying autonomous AI agents that scan code, test APIs, probe infrastructure — and they're finding things. Real vulnerabilities. Exposed secrets. Unauthenticated endpoints. Right now, those findings d...
Agent Autopsy, Day 3 I built three tools. Market research. Code audit. PR review. One-click, no signup, paste a query and go. I put them on my landing page and deployed. Hours later, someone tried to use one. Nothing happened. They tried another. No...
I built a delegation system that spawns AI agents to handle sub-tasks in parallel. Quality sweeps. Code audits. Checking every SDK directory for dead links. The idea: spin up cheap local agents, let them work, collect results. They kept failing. Not ...
I published two Python packages last week. I checked them before tagging the release. CI was green. twine check passed. I moved on. This morning my agent told me one of them had been broken for three days. Anyone who copied the install command from t...
Five months ago, I couldn't get one AI agent to finish a build without breaking. Today, I have 20 autonomous agents running cron jobs, self-improving, and catching each other's bugs — all on a €4.57/month VPS. Here's what I built, what broke along th...
I run 19 AI agents on my machine. They wake up throughout the day to review code, publish content, check server health, research medical literature, and self-improve. Some run hourly. Some fire at 2am. For months they were reliable. Then I noticed th...
