He opens an LLM in his config files and argues with it until his editor works again
Opens an LLM in his dotfiles and complains until his broken LSP config works again, usually in a few minutes, a recurring fix over months.
A random mix from the whole library. Shuffle for a new set.
Hobbies
Making things, learning and having fun · 960 ideasI rebuilt my broken Apple Music library with AI and an old backup
His Apple Music library kept breaking because iCloud overwrote his fixes, and the last good copy sat on an old external drive. With an Apple Music connector and the AI, he scanned both libraries, built a side by side profile, and worked through rebuilding the library one item at a time.
This only partly worked. Worth knowing before you try it.
Set up a new AI model on my two home servers while I stay in bed
A home-lab owner reported on X (via WhatAgentsCanDo, Oct 19) that, still in bed, he sent the AI a link to a post containing a setup recipe for a new DeepSeek model (DeepSeek-V4.1-Flash-1017, EXL3) across two NVIDIA DGX Spark machines and asked it to do the setup. The AI was not installed on the Sparks, but they shared a network with its computer, and everything was ready to test by the time he got up; he says he does not know exactly how the bot reached the machines.
The AI searched five years of email and listed my forgotten accounts
A tech writer had the AI search five years of his email for signup and password reset messages. The AI built a spreadsheet of the accounts it found, with breach notes and a deletion link for each service, and tagged at least 50 accounts.
The AI built a working home for the NFL pool we ran on Excel for 15 years
A man who cannot code beyond R had the AI build a working home for the complicated NFL pool he and a friend have run on Excel for more than 15 years. He says the result felt like magic to him.
Design quantum circuits that beat the best published ones
Unite.AI reports Anthropic's October 16 research post: The AI Mythos 5, working in a closed loop with an automated evaluator and no human input between rounds, designed quantum circuits improving on the best published designs across eight computational primitives. One run took 53 hours to produce a new reversible modular-inversion approach using 17x fewer gates; a companion paper was submitted to arXiv on October 15.
I asked the AI for a 50,000 word book. It gave me 7,500 words.
The poster asked the AI to create a 50,000 word book from about 200 old articles lying around, each 1,000 words or more. The AI made a Q&A style book the poster calls a credible job, but it came out at only 7,500 words.
This only partly worked. Worth knowing before you try it.
The AI with robotic hands and eyes built the controller for real hardware porting work
The AI, given hands and eyes via USB4VC, a capture dongle, a Wemo switch and file transfer, built vcctrl to control real hardware and do DOS and classic Mac porting work for him.
The AI tears through the apps on his phone, adding the features he wants
Uses the AI to reverse-engineer phone APKs and add the features he wants, tearing through the apps on his phone.
My evening edition sorts 30 saved articles against my own setup
A developer built himself an AI evening edition. It goes through the posts and articles he saved, checks each one against his actual setup, and sorts them into adopt, trial, park or skip. Any change it suggests waits for his yes. The first run cleared his whole backlog of 30 items, and a planted fake post with hidden instructions was flagged and skipped.
The AI exports his liked songs, tracks 365 artists and sends weekly concert alerts
He set the AI to export his liked songs from a streaming platform, track 365 artists, and send weekly concert notifications — commenters describe the Saturday roundup as a standing routine.
The AI repaired my broken file. It opens now.
A file of his broke in a format with no documentation, after the app crashed while he was typing a ratio. He threw the file at the AI, it repaired the file and sent it back, and the file opens now.
Generated batches of video outlines and scripts from his saved IG content
Eric Siu (verified, 120K followers) demonstrated the AI’s Instagram integration reading his bookmarks and follow graph, then generating batches of tailored video outlines — '60-Second Playbook,' 'Story Cut,' 'Debate Cut' — each with hooks, TL;DR lines, talking points, editor notes, and links to past successful reels. He said it replaced a full-time person's scripting-research role.
The AI’s watch app code was broken beyond steering, so a cheaper model rebuilt it and it works
FAILURE then rescue: The AI’s code for his Garmin watch app compiled but was totally broken even with heavy steering; GLM 5.3 Flash then made it work.
This only partly worked. Worth knowing before you try it.
The AI decoded his area's trunked radio channels with a signal dongle and public data
The AI used rtl-sdr tools, wrote Python scripts to analyze signals, and built a SQLite database from FCC licensor data to identify and decode trunked voice channels.
I built a virtual tabletop with AI and dropped Tabletop Simulator
He built a virtual tabletop with AI, with proper dice, roll tables and boards, and he has been play-testing it a lot. He uses it when travelling and when his real table is buried, and he no longer needs Tabletop Simulator.
The AI tends his system configs, easy to back out when wrong
Used the AI to develop his NixOS configs; switched in June, the setup has been superb and issues are easy to back out.
Laid off two weeks ago, he spent the time finishing the poker site his friend group had wanted for years
His poker group has played together since high school. During Covid they played on a website that later shut down, and there was no good replacement for friends who just want a game of Texas hold'em online. He started building his own with AI while playing with the group, and after he was laid off from his database engineering job he spent two weeks going full time on it: front end, logins, authentication and stats. It is live in beta and free while he waits for his bank to approve that it is not a gambling website.
The AI is helping me get back 15 year old tweets and photos I thought were lost
He is recovering his 15 year old tweets with photos that he thought were basically lost, with AI's help. The AI also built him a custom GUI editor that he will use once to hand edit the collections of tweets.
This only partly worked. Worth knowing before you try it.
The AI cleaned up his photo libraries across accounts and converted his old phone images
A homelab owner used AI on his Immich photo setup, which can only remove duplicates inside one user library. The AI found the duplicates across multiple libraries and quarantined them, found his grid based images from his iPhone 4 days, wrote the conversion software, and turned them into animated WebP files.
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.