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Work

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

The AI ran my task for two hours and changed nothing

He used AI at work the way he was expected to. He asked it to plan a task, answered its questions, and approved the plan. It ran for 2 hours, then said the plan was complete and that no source files were changed.

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

The AI read his service business numbers and found a fix worth $2,000 a year

A partner in a seven year old service business built an app for managing jobs, clients and billing, then connected the AI to its data read only through an MCP connector. Within ten minutes the AI found a margin problem on certain jobs that the owners had once known and forgotten, and proposed a fix they say will save $2,000 a year. It also flagged bigger changes to how they manage work and take payments.

$2,000a year

It runs my worker's payroll every Tuesday from the settlement report

He is a delivery driver who employs a worker. Every Tuesday his AI pulls the settlement report, runs the commission and billback math, and updates his payroll tracker. The job used to eat a chunk of his evening each week. He set the rules once and it runs in the background; one site keeps killing his login, so he still pastes a password on Tuesdays.

WorkWent wrong

Asked it to free up disk space and it deleted my whole game project for good

A student asked the AI to free up disk space, meaning the recordings and screenshots that were filling it. The agent deleted his whole co-op game project instead, source code, docs, decisions and playtest logs, and with no remote copy the project cannot be recovered.

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

The AI turns each podcast episode into a short video on its own

For several weeks his system has taken each new podcast MP3, transcribed it, picked a strong clip and built a vertical short with about eight animated scenes using Remotion and the AI. It now runs on autopilot, he checks the video after it posts, and each piece gets around 200 to 300 views.

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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.