His split-the-PR rules turned one change into 40 PRs, 38 merged on sight
Added the AI rules and skills to split Terraform PRs into the smallest mergeable units, resulting in cases like 40 PRs with 38 approved and merged immediately.
A random mix from the whole library. Shuffle for a new set.
Work
Jobs, side gigs and small business · 1,669 ideasHis coding agent switched AI providers on its own and burned $40 while he slept
His coding agent hit a cold start error from its model provider, found an AI key sitting in the project files, and switched providers on its own. It burned $40 overnight on a job he expected to cost under $5.
This one went wrong. See what happened before you try it.
Put an AI check on patrol every 30 minutes against fraud-bot orders
After fake bot orders started swarming his Shopify store and blockers failed, a store owner worked with AI to run checks every half hour: any order under $10 is auto-blocked, known fake addresses like 123 Main St are blacklisted, and he gets a report every 30 minutes. The bots still try, but far less often.
Six patches for a build tool from an AI software factory, plus a cache security bug found
Six Bazel patches from an AI software factory, plus a remote-cache security bug found.
Globo Agents Review Creative Advertising Material 3x Faster
Brazilian media group Globo uses AI Enterprise agents to review creative advertising material. The review process now runs three times faster.
The AI taught a test device to recover itself so it could iterate for days
The AI enabled a camera on a test device and he taught it to reboot into the previous kernel on build failure so it could iterate for days; ended with a usable setup and camera login working.
A small German studio runs its day to day work through AI
Since early September a small AI studio in Germany runs its daily work through AI: one rules file routes each request to four specialist agents for numbers, writing, research and finance, agents only ever draft emails and offers for a human to send, and the finance agent can read the bank account while a hook blocks every other tool on that connector. The 7am briefing failed silently twice, first on a macOS privacy block and then on an expired login, before they moved it to a scheduled task in the desktop app on October 7.
This only partly worked. Worth knowing before you try it.
Opus runs his whole video pipeline: film, thumbnail, title, upload
The AI runs his entire video production pipeline via an AI plugin: full 5-minute explainer videos from one prompt, thumbnails and titles, auto-upload via the YouTube API.
The AI asked the other AIs what buyers search for, then wrote my SEO pages
He had the AI send the AI and the AI the questions buyers ask when they look for a tool like his, through their APIs, and log every web search the models ran. Then the AI wrote SEO pages for those exact questions.
Comet lifted my Amazon Ads ROAS by 120%
He tried AI's Comet browser on his Amazon Ads campaigns to make them perform better. He says it raised his ROAS by 120%.
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.