427 new ideas this week

Level up how you use AI

Real things everyday people got it to do, and how to try them yourself.

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Merge 78 pull requests in a week with a team of bots

A Builder.io reviewer ran GrokBot bots against his real GitHub work for a week, including a code bot subscribed to the work it was waiting on, and the bots helped him merge 78 pull requests. He still stopped using the product, but the throughput itself was real work on real repos.

My assistant joined my call with my phone company and I saved 1,250 euros

A Dutch man brought his own AI assistant, Eva, running on the AI, into a live call with his provider Ziggo. Eva had compared a rival offer against his contract, and spoke during the call when he asked her a question. Inside 30 minutes he had a renewed 24 month contract that cuts his total bill by 1,250 euros.

€1,250
HobbiesWent wrong

A test the AI wrote for filesystem code wiped his home directory and a second drive, in auto mode

The agent was working on his project in auto mode. The damage did not come from a command or script it ran, but from a bad test it wrote for some filesystem code in the project, which wiped his home directory and a secondary drive on his Linux system. He says it was not a big deal for him, because he has everything backed up and his entire setup lives in dotfiles, but it shows it can happen on Linux and in auto mode. He retold the same event in another thread ten days later; it is one case.

This one went wrong. See what happened before you try it.

Match 904 insurance documents overnight at my dental clinic

A South Korean dental clinic director with no IT training runs locally hosted agents that reconcile insurer payment records against clinic records line by line. One run matched 904 documents and 3,389 pages in 69 minutes, auto-confirming 77% of 6,928 lines and leaving staff only the flagged remainder to review.

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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.