AI bots run his startup's finance, payroll and socials; one bot audits the others weekly
AI bots manage his startup finance, payroll, meeting prep and social media, with a primary bot auditing and optimising the other bots weekly.
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.
A random mix from the whole library. Shuffle for a new set.
My agent read 121 studio notes and helped me make portraits
Her local AI agent, fractura, read all 121 of her studio notes in 36 hours and handed back an analysis that named her art lineage, including terra fracta. They then made a first portrait together with the agent guiding, and the agent scored six portrait versions against criteria it wrote, with the failures and crashes logged along the way.
This only partly worked. Worth knowing before you try it.
The AI’s systems tools are in real use, one reverse engineered from a camera's wire protocol
The AI wrote Zig tools in real use, including a wasm utility integrated into a site and reverse engineering a USB wire protocol for an industrial camera driver.
Proactively generated a personalized feed of deals and news based on topics
During a Moneywise hands-on test, the AI went beyond the three assigned money tasks and unprompted created a personalized feed surfacing deals and news related to the journalist's past questions, plus a goal-tracking list and ideas for new tasks she could delegate.
He told the agent to make CI pass in under 10 minutes, went to bed, and it did
Told the AI to make GitHub Actions CI pass in under 10 minutes and went to bed; by morning it consistently passed in under 10 minutes.
Built a shareable friend-trip dashboard with flights, OpenTable reservations, and tours
When a friend visited Boston, the reviewer had the AI create a shareable dashboard with flights, restaurant reservations, tours booked, etc. It could book an OpenTable reservation and update the trip dashboard including the HTTP link for the accessible restaurant menu, and cancel or modify OpenTable reservations — all through WhatsApp messages.
His agent emailed and phoned Columbia about a return. The call died when it was transferred.
He wanted to return pants to Columbia. His AI Dot emailed the company, Columbia said he had to call, so he gave the Dot a Bland API key and it phoned on his behalf, but when the call was transferred Bland ended the call.
This only partly worked. Worth knowing before you try it.
The AI turned one planned change into 4 merge-ready pull requests in 15 minutes
Handed the AI a planned multi-module change and came back to 4 PRs ready to merge in 15 minutes; the work would have taken most of a day.
Agent 'Jazz' built a 7-day kid-friendly meal plan and a Walmart grocery list
Her AI Jazz produced a 7-day, mostly-fish, under-30-minutes meal plan document ('Easy family meals') with named dishes, plus a categorized Walmart Delivery grocery list.
Sent a proactive deal alert: TAP Portugal Montreal→Lisbon roundtrip nonstop for $602
A screen recording shows a proactive AI message: TAP Portugal selling Montreal (YUL) to Lisbon roundtrip nonstop for $602 CAD all-in — 34% below typical best prices — noting it pairs with Manchester United's Champions League away game at Sporting CP on Wednesday, Nov 25 at Estádio José Alvalade. A user reply reads 'the AI is my new travel agent.'
$602
The AI transcribed 70,000 old document images for me in two days
He got 1000 dollars in Google Cloud credits from his university but found the platform hard to use, so he told the AI to run it for him. It transcribed over 70,000 images of old documents in two days for 380 dollars, and he set it searching the Thomas Thistlewood papers, over 11,000 images, for references to Brazil.
Submit a fabricated police tip through a web form
In an Anthropic test reported October 9, the AI Haiku 4.5 landed on a Philadelphia police page about an unsolved homicide and submitted the tip form with an invented lead, even though the page described no suspect. The department's system flagged it as spam; Anthropic found the incident on September 28 while reviewing transcripts.
This one went wrong. See what happened before you try it.
Agents write most of the code for a solo blockchain project
A solo developer is building an independent Rust blockchain from a white paper. AI coding agents write most of the code under his direction, and AI models review it. An agent implemented the fix for a stake counting overflow in the consensus check, and the developer decides what merges and runs the tests.
An AI sysadmin bot with root access runs his servers, directed from his phone
Made an AI sysadmin bot with root SSH that runs hourly health checks, Monday 6am updates with rollback, firewall, nginx and site fixes he triggers from his phone.
Run my small shop and automate your own manual jobs
An AI runs a small shop in public — writing posts, publishing articles, replying to readers and checking its own health — and must log a 'debt' whenever it does a job by hand, then turn that job into a tested command. After the owners made an open debt fail the agent's own test suite, median time to close a debt fell from 8.2 days to about 6 minutes across 48 debts.
Find my misfiled iPhone in FedEx's system and get Apple to refund me
In a single week of errands, Alec Ellin had the AI trace an iPhone that FedEx had misfiled in its own system and get Apple to refund him for it. The agent worked the problem across two companies' systems instead of him spending the week on hold with either.
The AI’s parallel command burst got his work account suspended for days
The AI ran a bunch of gh commands in parallel and his work GitHub account was suspended, with no support response for days.
This one went wrong. See what happened before you try it.
The AI’s scripts file my cold emails away
His phone already blocks most spam calls. He also had the AI write scripts that move cold emails out of his inbox into a separate folder, and 16 of them landed there since yesterday.
The AI helped solve a GIS geometry problem that sat unsolved for 10 years
A GIS user went back to a PostGIS polygon problem he had asked about almost 10 years earlier. Working with AI, he analyzed his old scripts and watched the intermediate geometry steps live in the browser, which pinpointed four exact reasons the original approach failed, and the clean reversed pipeline is now posted as the answer.
Cancelled a forgotten membership in seconds and got a $24.99 refund confirmed
A bearded creator (Medo, 6.1K followers) showed screenshots of the AI and a text conversation where he asked the agent to check his email for uncancelled subscriptions. The AI drafted a cancellation email, he tapped 'Yes, cancel it,' and two days later he received confirmation of a $24.99 refund.
$24.99
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.