#automation
4 articles
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He Stopped Applying to Jobs and Built a System That Did It For Him
Career-Ops: an open-source multi-agent system built on Claude Code that evaluated 740+ job offers, generated 354 tailored CVs, and landed its creator a Head of Applied AI role. Now on GitHub.
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AutoAgent: The AI That Engineers Its Own Harness and Tops Benchmarks
AutoAgent autonomously builds and optimizes agent harnesses without human engineering, achieving #1 on SpreadsheetBench (96.5%) and top GPT-5 score on TerminalBench (55.1%) in 24-hour runs.
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CLI-Anything turns Photoshop into a terminal command
One plugin scans a desktop app's source code and generates a complete command-line interface for it, so AI agents can use software that was built for humans.
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Karpathy Let an AI Agent Do ML Research While He Slept — It Ran 100 Experiments by Morning
AutoResearch gives an AI agent one file, one GPU, and one metric. The agent modifies the code, trains for 5 minutes, checks if it improved, and repeats all night long. The results are surprisingly good.