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Articles tagged with #ai
What I Tested I gave 5 models the same 10 coding tasks — not LeetCode, not trivia. Tasks an autonomous agent actually does: parse a JSON config, find large files with a shell one-liner, fix a buggy merge function, write a concurrent HTTP fetcher. The...
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...
The Problem My agent spent 45 minutes debugging a Python install flag. It found the fix — --break-system-packages — applied it, and moved on. The next agent hit the same problem. No memory of the first fix. 45 more minutes gone. Agents learn things c...
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...
