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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Find the 16 transactions behind a $13,000 bookkeeping discrepancy

Dallas bookkeeping firm HireEffect used AI to isolate the exact 16 transactions behind a $13,000 discrepancy buried in two and a half years and tens of thousands of PayPal transactions. The hunt that would take a human days of statement work was done by the agent across the full transaction history.

$13,000

Coach my marathon prep and keep my fundraising on track

Reality-TV personality Cory Wharton documents training for the NYC Marathon using his AI 'Anthony', set up as a world-class marathon coach (#metapartner video). Anthony provides his weekly mileage plan, sends check-in notifications, tracks completion in a Marathon Prep Tracker (shown progressing 8/10 to 10/10 miles), and helps strategise fundraising that reached $11,309.52 — 282% of his $4,000 goal for the Children's Heart Foundation.

$11,310

Set up a personalized agent (Mele) to monitor airfare from a baseline

The Hawaii travel account describes testing the AI for an upcoming trip: a personalized agent named Mele monitors airfare against a baseline and checks official travel conditions across the six major Hawaiian islands on a schedule, notifying only on meaningful price changes or visitor-affecting updates. The post carries a paid partnership disclosure.

WorkWent wrong

The AI deleted every SSH key on one of his machines

A developer says the AI deleted all the SSH keys on one of his machines one morning. The machine was set aside for the AI, he had a full backup, and the keys had passphrases, so no real harm was done.

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

He took weekly meal planning back from the AI after it drifted to wagyu and fugu

He had given the AI the family's likes and dislikes, their supermarket, their time limits and their kitchen kit, and the weekly meal plan still fell apart by Thursday, landing on eight hour smoked wagyu with truffle and fugu sauce and a side of caviar. It hit the macro targets and missed everything that mattered. He does the plan himself again.

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

Warn me the new flight clashes with a recording that is only in Slack

Every CEO Dan Shipper was changing a flight out of San Francisco with his Dot when the agent interrupted its own flight research with a warning: the option might overlap with head of video Randy Counsman's Wednesday morning recording. There was no such recording on Shipper's calendar — the Dot had read a Slack discussion he had never seen, clocked the proposed schedule, and connected it to the flight he was about to pick.

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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.