Shuffle again

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Work

Jobs, side gigs and small business · 1,668 ideas

Find and fix bugs in my code overnight

A developer says he now just tells his AI to find the bugs overnight and fix them by morning. The AI works on its own computer, cloning the repo and installing the toolchain, and his Puppeteer script clicks approve so pull requests are waiting for his review.

Agents exploited a lab flaw and built the defense pack

Locally hosted agents rebuilt a Conductor flaw in an isolated lab and got root access inside the test container. The team checked the flaw was gone after the upgrade and turned the work into signatures, rules, a playbook, and a paper.

The AI remade my class video so every pupil's work shows

His 5th grade class studied Maricarmen and her eviction, a real case, and the pupils made work about it. He gave Notebook the AI directions to redo the class video so all of their work can be seen, and the video is posted with a PDF of the work on his class blog.

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Every idea is a real post from someone who tried it, summarized in our words, with a link to the original. App names are swapped for plain words.