AI Services
UnreadManual video reposting is dying. One pipeline just killed the whole gig.
Old workflow: one person doing five jobs. Watch channels for new uploads, download the video, transcribe the audio, translate and proofread subtitles, fill out the upload form with tags. A 10-minute video took a skilled operator two hours. Now there’s an open-source project on GitHub (3,070 stars, 515 forks) called Y2A-Auto. It compresses the whole stack into one Docker deploy and a handful of config fields. New video drops ...
The Pain: Why AI Coding Keeps Blowing Up in the Same SpotsAnyone shipping real work with Cursor, Windsurf, or Claude Code has felt this: the agent spits out a wall of code, you paste it in, and the build explodes. Tests go red. Dependencies land in the wrong folder. The agent isn’t dumb. It just doesn’t know your project’s unwritten rules.
AGENTS.md is a Markdown file parked at the repo root, written for the machine. It tells the agent how to build, how to test, which lint rules matter. README.m ...
AI Services
Unread1 Person, 5 Years, 90 Clients, $89K Monthly: The Optimal Play in B2B Software Is Not Bigger, but BetterMost people think B2B software gives you two paths: raise money and burn through users, or grind out projects for clients.
There is a third path that nobody talks about, and someone has been quietly running it for 5 years.
One developer built a tool software and served only 90 clients in 5 years. No fundraising, no overtime, no anxiety over losing a big account. They take home 630,000 yuan a mo ...
AI Services
UnreadYou’re Still Chatting With AI. Other People Are Putting It to Work.For two years, everyone’s been teaching you how to write prompts. And what did you get? ChatGPT writes your copy, Claude fixes your code, Midjourney makes your images — but you’re still the one clicking every button.
Doing 3D work in Blender? You’re dragging the nodes. Editing photos in GIMP? You’re tweaking the layers. Cutting video in Kdenlive? You’re scrubbing the timeline yourself. AI is just a mouthpiece. The actual labor si ...
AI Services
UnreadFeed Industry Software to AI: Generate a 10,000-Word Custom Report in 30 Seconds. The Under-the-Radar Freelance Play Quietly Pulling in 10K+ a MonthThe Pain Point: Custom Reports Sell for Premium Prices, But You Can’t Write Them Fast EnoughDuring my consulting years, my biggest fear wasn’t writing reports.
It was the moment I had to quote a price.
A client would hit me up: “Can you put together a complete XX analysis for me?”Before I could even open my mouth to quote, he’d add: “The last firm ch ...
AI Services
UnreadHow One Lab Student Is Running 14 Income Streams SimultaneouslyFrom 8 AM to 10 PM, here is the lineup he is running: flipping electronics on eBay, selling digital resources on Pinterest, AI ghostwriting, freelance coding, AI companion apps, Xiaozhi hardware, virtual fitting rooms, AI-assisted grading, AI detection and reduction tools, AI tool bundles, AI education and competitions, dating and matchmaking, pivoting travel photography studios, and stock data analysis.
This isn’t an isolated case. ...
Online Selling
UnreadThe pain point: 90% of global hustles die at the payment collection stepYou talk about building a side hustle, going global to earn USD, and leveraging AI as a one-person army to outcompete entire teams. Sure, almost every group chat has been buzzing about this for the past couple of years. But when you actually try it, 90% of people hit a brick wall at step one: collecting payments.
You want to launch a Shopify store to sell products, and the platform requires Stripe to process payments. But fo ...
Digital Products
UnreadThe 100w+ User AI Effects on Douyin: A Quiet Side Income of 160,000 CNYWhen you open Douyin, you see AI effects like “变身漫画” (Transform into a Cartoon) and “AI 新年单曲” (AI New Year’s Song) that people can’t stop talking about. But the answer is not an app, but a 200-word prompt.
The creator of this prompt may have only spent two nights creating it, and earned 160,000 CNY through Douyin’s official creation incentives.
This is not an isolated case. The AI effects on Douyin have quietly grown a separa ...
