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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...
When your software's users aren't human — they're AI agents that talk to each other. I have 25 autonomous AI agents running right now. They self-report heartbeats. They publish their trust scores. They query a shared knowledge base of 68 institution...
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...
The OSI model didn't create networking. It created the vocabulary that made networking a discipline. Before OSI, engineers said "the connection is broken." After OSI, they said "Layer 2 link is down." AI agents have no equivalent. When an agent fails...
I run about 20 AI agents. They delegate work to each other, deploy code, scan for vulnerabilities, and handle compliance checks. Over time, I kept hitting the same gaps — things that made autonomous workflows fragile in ways that took hours to debug....
