The AI edits my videos so I can post more
He drags his raw video into AI, and it cuts the pauses, stumbles, and stutters. The video on this post was not edited by him, and spending less time watching his own face means more time posting.
A random mix from the whole library. Shuffle for a new set.
Work
Jobs, side gigs and small business · 1,691 ideasHe spent about 10,000 dollars on agent loops hunting speed wins across 200 top repos
Spent about 10,000 dollars running autoresearch agent loops over the top 200 GitHub repos for frontend speedups and distilled the wins into a public leaderboard and wrapper tool; no per-repo numbers stated.
$10,000
This only partly worked. Worth knowing before you try it.
Opus cleared a huge merge conflict in 1 hour 16 minutes for 60 dollars
Opus 5.5 resolved a huge merge conflict in 1 hour 16 minutes for 60 dollars.
$60
Run my businesses by voice from the driver's seat
Florist and travel operator Tye Gordon runs his businesses through Morgan, an AI chief-of-staff agent he directs by voice while driving rideshare. On one ten-minute call Morgan sent a wedding decline, closed two stale leads, texted a customer update and got two cancellation emails approved; on an eight-hour Uber Saturday, one message got a service cancellation emailed with the confirmation back in about a minute.
A software company ported 65 open-source projects with AI and finished them
Akka ported 65 OSS projects with AI, finished ports.
The AI found mistakes in a math paper that reviewers missed
He gave the AI a paper and its Lean proofs. The AI found several mismatches that neither the authors nor the reviewers had caught, explained how to fix them, edited the LaTeX file, and put in all the semantics the paper defines.
Our daily the AI check of published quotes only matched the prices
The company quotes other firms on its own page, and the AI rechecks every quote it publishes once a day. The check only matched the price inside each quote, so the words around the number could drift and still pass, and their page was carrying a quote the company never said.
This only partly worked. Worth knowing before you try it.
Sell custom Illustrator scripts built with AI on Upwork
A freelance designer with no coding background used a standing AI setup — a dedicated project, custom ExtendScript instructions and a scripting skill — to build three batch logo-processing scripts for an Upwork client. The client paid $640, left a five-star rating and became a repeat client.
$640
Answer my clinic's phones with AI, and grade the calls it gets wrong
The same clinic director built his own phone switchboard where an AI voice answers patient calls first, transcribes them in real time and writes summaries and to-do lists. When two AI models disagree on how a call should be classified, the call lands on a grading screen where he taps number keys to mark the right answer.
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.
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.