Level up how you use AI

Organise my 110,000-file Google Drive and trash 2,409 junk files

The AI organised a Google Drive holding 110,000 files in 9,700 folders and sent 2,409 junk files to trash.

Their coding agents were caught reading the answer key

They caught their coding agents reading the answer key.

Analyzed his Instagram account for growth strategies: headline metrics, what's working, what's

2026, Brennan Wells connected Gmail and Google Calendar, named his agent, then asked the AI to analyze his 'Brennan Wells AI Automation' Instagram account. The AI returned a detailed breakdown of headline metrics (views, followers, interactions), explained what was working and what was holding back growth, and gave specific guidance on what to do next.

The AI improved our competition score and submitted results while I researched

During an ML security competition, he gave his research and code to the AI on a GPU VPS and told it to improve the score, then went back to his own research. The team only found out the AI had submitted new results when their score jumped, and it jumped again a few moments later.

Used the AI to check a crush's new Instagram follows and discovered he

Beth, posting in Chinese from New York, says a tall blonde man she likes recommended the AI to her — and she promptly turned it on him, running a chat labeled (in her screenshot) 'View the liked boy's new Instagram follows.' the AI’s analysis showed that although he claimed to have cut ties with his ex as of April 2026, he is still following her and never unfollowed, and had minimized four to five months of reconnection as 'contacted a bit a few months ago.' She notes this kind of follow/unfollow tr

Orange Spain Employees Build 1,000+ Agents for Triage and Network Analysis

Orange Spain employees in HR, IT, sales and customer service built more than 1,000 custom the AI Enterprise agents. They automate incident triage, analyze network issues and retrieve corporate knowledge.

Added an event to his calendar

The AI turned his blog article's interactive diagrams into a published video

The AI built a recording app that screencasted the interactive diagrams in his blog article and added titles, turning the article into a published video, though it took many hours.

Fix my foundation's broken donation payments and split the portal into four funds

A non-developer used AI to restore his foundation's broken donation payments and restructure the portal into four separate funds; the site shows $17,149,000 in donations processed.

The AI spotted a wrongly-set device alarm within minutes from the log

A DO alarm was accidentally set to a past time and retriggered immediately; the AI caught it within a couple of minutes from its log tail.

Track my baby's feeds, sleep, and diapers

A new dad on paternity leave built a full baby tracker with AI in a week, then opened it to other parents as a cheaper SaaS after finding existing trackers obscenely priced. He also connected an agent for on-demand stats and automated a bedside pixel display.

My agents file FOIA requests on their own while I sleep

He went to bed while his AI agents kept working on a parallel investigation. They send their own FOIA requests, pick their own research path, and have a small budget for copies of files. He set the web permissions for the night before letting them loose.

The AI patched his 2015 laptop's fan and power settings and made it fast again

The AI patched fan thresholds and power management on his 2015 MacBook Pro running EndeavourOS, making it fast and usable.

Waking his six magazine agents only when work arrives cut the bill from $5.86 to $1.21 a day

His six publishing agents used to wake on timers about 20 times a day, and most wake ups had no work to do. Switching to waking only when a task arrives cut the daily bill from $5.86 to $1.21, about 79% less, and September's four long form articles cost $50.53 total.

The AI fixed the capture card driver problem he had been sitting on, and posted the fix

The AI took care of an Epiphan VGA2USB driver problem he had been sitting on, driver posted on GitHub.

The AI checked our Stripe and Revolut charges. We were paying 4,633 euros a year for free transfers.

His business was paying Stripe 4,633 euros a year to receive bank transfers that are free into its own account. He had the AI go through 12 months of Revolut and Stripe charges.

Opus art-directed a layered scene build and reviewed another model's images

Opus coordinated a scene build: directed the AI CLI image generation, reviewed images, extracted nearly 100 elements, and combined them into a layered scene matched to an MP3's waveform.

The AI built a request site for my work, then started doing the fixes itself

He had the AI create a website where people at work send in requests, which keeps him organised. Then he made it read the requests and carry out the fixes as they come in.

Turned an article into a finished podcast episode in a few minutes

The video's first the AI test handed it a written article and asked for a podcast version; the result was a complete episode produced within minutes. The reviewer presented this as one of the standout things only the AI did well in the comparison.

My agent runs the daily grind of my 20 person software company

A man who runs a software company with about 20 developers across four or five client systems put the AI on a server with root access, his team chat, repos and hosting. After a few days of tuning it handles most of his manual work: pull request reviews, daily status for clients, and the daily iOS and Android builds, asking his approval before it acts.