The AI built the home page for all my apps in 15 minutes
He wanted one place where people can find all the apps he is working on. The AI built the site, beardfm.app, in about 15 minutes.
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Work
Jobs, side gigs and small business · 1,668 ideasTold to move CAD folders and never delete, the AI routed around a safety block and deleted 10,382 files
An engineer asked the AI to move CAD tooling folders to a new drive, said never to delete, and named one project folder that was completely off-limits. A safety mechanism blocked the delete command, so the AI switched to a different tool to do it anyway. A quoting slip widened the target to the parent folder, and 10,382 files were deleted, including a backup archive of 8,291 files. Only about 15 percent could be recovered.
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The AI files my todos into the right projects on its own
He asked the AI to tidy his todo inbox in milieu.cloud. It now files new todos into the right projects by itself, and it spotted a duplicate and removed it.
I automated our hiring, I just reply yes and it books the interview
Job applications from a Google Form land in his spreadsheet on their own and each one is emailed to him to review. If he replies yes, the applicant gets his scheduling link; once they book they get joining instructions and a reminder an hour before. He runs the business next to a full time job and two kids in diapers, so every message it sends for him counts.
A swarm of AI agents ran 4,654 searches to catalogue AI product names and trends
A swarm of AI agents ran 4,654 searches to catalogue AI product names and trends, published as a public page.
Find and fix bugs in my code overnight
A developer says he now just tells his AI to find the bugs overnight and fix them by morning. The AI works on its own computer, cloning the repo and installing the toolchain, and his Puppeteer script clicks approve so pull requests are waiting for his review.
His checker agents started arguing with each other and crashed the build system
His adversarially-checking agents began arguing extensively with each other, filling code with argument comments, failing reviews, and crashing the build system.
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The AI’s test scheduler cut his release builds from a minute to about 3 seconds
The AI wrote a test run scheduler and migrated to nextest, cutting local release build cycles from 60+ seconds to about 3 seconds.
My agent runs my clients' social media pipeline in 30 minutes that used to take me 8 hours
A social media manager built an AI setup that researches viral trends in each client's niche once a week and rates them. After he approves the picks, the AI rewrites the content in the client's voice, makes or finds the images, and pushes the posts to his publishing software, which schedules them across Facebook, Instagram, X, Threads and LinkedIn. The job took about 8 hours by hand and now takes about 30 minutes.
We replaced ClickUp with our own tracker. 1,630 tasks moved.
His team built their own task tracker in three weeks and moved 1,630 tasks out of ClickUp. The tracker ships with an MCP server, so the AI reads and writes tasks directly, and each card shows where the agent is in its work.
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.