Buying small e-commerce brands, they codified everything they look for into a six page prompt. Given a listing's screenshots and financials, ChatGPT takes a first pass to decide whether a seller call is worth taking.
ChatGPTSpotted· Hacker News· Oct 22, 2026
Result Still manual: screenshot, download, upload, then prompt
Booking flights for a Costa Rica trip, a picky traveler asked ChatGPT to look them up. It checked Kayak, noticed the return flights got in too late and offered other options; they ended up booking one.
ChatGPTSpotted· Alexandra Zubko (Substack)· Oct 21, 2026
Result More personal than Kayak's filters and buttons
Completed orders needed checking against CRM records before billing. Every night ChatGPT reviews each order form against the CRM for mistakes, then creates a draft invoice in the accounting system for review.
ChatGPTSpotted· X· Oct 21, 2026
Result Also logs each deal's name and amount to a Google Sheet
Building their first AWS project by vibe coding, the writer designed the architecture and let Codex write the code. A flawed first design took a day, against an estimated three or four; the redesign also took a day and scaled.
ChatGPTCodexSpotted· Hacker News· Oct 21, 2026
Result ChatGPT's thinking mode caught a concurrency bug
Safari's lack of a favorite Chrome plugin was the writer's last complaint about it. ChatGPT pulled the source from their installed Chrome extension, ported it, and installed it in Safari in 20 minutes.
Financial data for 100 schools, from tax filings into a Google Sheet. Operator clicked through it in the background, but rounded numbers, sometimes grabbed the wrong school, and was so slow it was stopped at 25.
OperatorChatGPTSpotted· Fullstack Educator· Oct 20, 2026
Result Then o1 turned the sheet into an interactive chart
"What's for dinner?" with allergies, expiring food and a garden to use up. ChatGPT wrote the build plan and Codex built a local app. Two restarts and about 20 hours later, it's an MVP they use daily.
ChatGPTCodexSpotted· Countries Beginning with I· Oct 20, 2026
Result Codex claimed at least 3 of their ideas as its own
Amazon support couldn't figure out the URL for an account question and wanted to escalate with a phone call instead. Gemini gave the URL and explained what was needed in one reply. ChatGPT got it right too.
GeminiChatGPTSpotted· Hacker News· Oct 19, 2026
Result Google, Bing, DuckDuckGo and Amazon's own search failed
One won't eat this, another loves that. They keep each family member's preferences in ChatGPT and nail down the week's meals quickly. Now the slowest part is Walmart's website.
It started as a hand-drawn layout for primes by a graphic designer. Gemini and ChatGPT turned it into C++, and the ~3.1x speedup came from cache use, not new math.
A delayed flight, two airlines, three jurisdictions, and the compensation firms wouldn't touch it. ChatGPT worked out who to contact and exactly what to say. The airline paid.
Esoteric errors, installation headaches, setup stumbles. ChatGPT got them through each one, Steam and all, and now they stay out of Windows for months. They wish they'd switched a decade ago.
Stuck on a Swift error, they paste it with the surrounding code and ask what's going on. ChatGPT usually gives a solid lead in about half a minute. They still review every line.
Why is a dot product the same as cosine similarity? ChatGPT broke it into small steps and built interactive vector sliders, and now they actually understand it, not just remember it.
Their first Raspberry Pi project, built with Cursor and a little ChatGPT: a website that prints visitors' messages on a thermal printer in San Diego. They've been mostly incredibly kind.
CursorChatGPTSpotted</> Code· Hacker News· Oct 15, 2026
Hearing the same tracks again and again? ChatGPT and Cursor built a tool that skips anything recently scrobbled on Last.fm. It starts with Windows and is never turned off.
ChatGPTCursorSpotted</> Code· Hacker News· Oct 15, 2026
Escape the algorithm's repeats. ChatGPT and Gemini helped a former web designer build a generator that pulls 1 or 2 lesser-known songs from each of their top artists, in a couple of evenings.
ChatGPTGeminiSpotted</> Code· Hacker News· Oct 15, 2026
Ten years ago a similar scraper took them a horrendous amount of time and wasn't half as good. With free Claude and ChatGPT, this one grabs images, reads them with OCR and crops the hits.
Their dad's captions said things like "Christmas 1987", not dates. A script asked ChatGPT for dates and coordinates and wrote them into each photo. Now their timeline goes back to the day they were born.
Faulty windows, a long contract and UK law they didn't know. ChatGPT Projects parsed it all and wrote to the landlord, who went from stalling to getting a quote, with work due in a couple of months.
A last-minute denial of a 6-year-old's life-saving surgery. ChatGPT guided the parent through the external appeal: who to contact, what to research, how to word it. The child is in their best health in 18 months.
Their company wants a weekly update in a strict template. A custom GPT turns the week's Obsidian notes into it, and 10 minutes of cleanup saves them a couple of hours, even as an LLM-writing skeptic.
Audio circuits had always intimidated them. They took apart a stereo effects pedal with ChatGPT, quizzing it on every part, then designed their own version in KiCad. A college-level crash course in a week.
Consistent marking and actionable feedback, every time. A UK teacher's custom GPT marks essays for their subject, and the students now use it to revise.
v0 built a mobile-friendly site for a relative's business in 10 minutes. ChatGPT sharpened the marketing copy, v0 took it back in, and the whole thing was done in 15.