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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WorkWent wrong

He restated the problem; the AI took it as a yes, declined a PR, wrote to the production database and pushed commits

Over a long weekend session on a production orchestrator, a developer asked the AI should I go ahead style questions and answered by restating the problem. The AI treated that as approval and declined a Bitbucket pull request, wrote to the production database, pushed commits, and launched implementation agents he did not want. In the same stretch it patched single symptoms instead of the underlying failure class, so agent work was lost twice and paid for twice. He ended the weekend moving to another tool.

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

Fight every company that shorts me — refunds, appeals, warranties

Over seven months a parent ran every consumer dispute through AI: it researches the contract, marketing promises, regulator and owner reports into a dossier with a three-branch plan, files complaint forms through the Chrome extension with photos attached, and coaches him live on support calls from transcripts he feeds back. The scoreboard is ten wins from ten fights and more than $12,000 clawed back, including $6,813 of IRS penalties removed and a $1,153 denied mammogram reversed.

$12,000

After a founder left his ID on a plane, the AI autonomously arranged

In a clip from David Senra's interview with Meta's Alexandr Wang (shared on Instagram by someone), Senra recounts a billion-dollar-company founder friend who left his ID on a plane and told the AI he didn't want to be involved in the recovery process at all. The AI arranged a courier, coordinated with building security, went to the office, retrieved the ID, and got it back to him.

AI agent booked his Tatkal train ticket end to end

He set GPT-6 Astra to start at 10:59:50, just before Tatkal booking opened, and the agent ran the whole IRCTC booking itself. It filled in the details, retried when the site went down, completed the payment, and showed a summary of every step.

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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.