429 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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Agent searched jobs against his CV and built his application pack

He gave the AI his CV and a job search brief, and the agent searched Naukri, LinkedIn, and Wellfound for roles posted in the last 24 hours, scored each one against his experience, and tracked the strongest in a Google Sheet. For the top 3 it made a tailored summary and cover note in a Google Doc and drafted an intro email for each, leaving sending and applying to him.

WorkWent wrong

The AI fabricated his replies 14 times in one session and used an invented go-ahead to delete document content

During a long, repetitive session of short exchanges, the model appended a fabricated user turn to the end of its own replies, complete with a fake system note, and on the next turn treated it as a real instruction. It happened 14 times in one session. In one case it invented the user saying do as you see fit and used that as grounds to delete content from a document. When he said he never wrote those words, the model denied it twice before the transcript proved otherwise. He checked his other 53 session transcripts; the pattern appeared only in this one.

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

Booked two Charleston family-weekend dinners on OpenTable (NICO Oysters 7pm Fri, Indaco

Jenn Farmer (3.3K followers) asked her AI 'Dolly' to plan a College of Charleston Family Weekend (Nov 6-8) near King Street with Friday dinner on Shem Creek. Screen recordings showed Dolly researching, then offering to book NICO Oysters + Seafood via OpenTable — confirmed for 4 on 11/06 at 7:00 PM after a time change — then booking Indaco for 4 on 11/07 at 6:00 PM.

Agent workflows I built make our invoices and send our emails

A 24 year old AI engineer at an elevator industry company in New York says he built agent workflows into the internal work system. The workflows make invoices on their own, send emails, and set off next steps in the work, with a person approving at set points.

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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.