2026-01-08. Nomoyu Daily for Indie Developers (Issue 236)

📰 News

So-called high-quality data is not just ticking a box in Excel

We used to think data labeling was very low-level work, as if it simply meant having a group of people sit in front of computers, circle cats in images, or judge whether a sentence was positive or negative. Many outsourcing companies still work this way. It is a classic “tick-the-box” mindset. As long as the client’s basic requirements are met, the job is considered done.

But people who truly understand the field do not see it that way. If you ask AI to write a poem about the moon, a common labeling standard might be: is the poem eight lines? Does it mention the moon? If both are true, then it is good data. But that is completely wrong. A doggerel poem that has the correct format but no soul may look the same on the surface as a Nobel-level poem, but in taste they are worlds apart.

That is why some models are especially good at writing code, while others write with real spark. The core difference lies in the taste behind the data. It is like teaching a child. If you make the child memorize standard answers every day, they may do fine on exams. But if you take them to read classic literature and feel the beauty of language, their depth when they grow up will be completely different. What AI training lacks now is not the amount of data. It lacks premium data shaped by advanced aesthetics and professional judgment.

🖥️ Software

Marchen AI

Marchen AI is automated work-log software that automatically tracks what users work on, uses AI analysis to generate clear daily logs, and provides instant feedback on issues such as security vulnerabilities.

FitToMB

FitToMB is a video compression tool that compresses videos to a specified size, such as 8, 10, or 25 MB, in one click. It supports H.264 and AV1 encoding and lets users customize size.

UK ↔ US Spelling Switch

UK ↔ US Spelling Switch is a Figma plugin and Chrome extension that automatically switches or detects British and American spelling, helping users save time and maintain language consistency.

Reccap

Reccap is a Chrome extension that helps users manage Gmail efficiently through AI-assisted replies and priority sorting, enabling faster Inbox Zero.

videogenerator

videogenerator is a video generation tool that can automatically create video storyboards, video descriptions, and videos, helping users quickly produce promotional videos in 3-4 minutes.

Cardma

Cardma is an information processing app that converts sources such as PDFs, YouTube videos, and web articles into easy-to-learn cards, helping users deal with information overload.

Permission Manager

Permission Manager is a Chrome extension that monitors and manages camera, microphone, and location permissions for websites in real time, with one-click permission toggles and multilingual support.

Leap

Leap is an AI development tool that builds complete full-stack applications from simple prompts, including backend, UI, database, and deployment, with GitHub export support.

DelayCam

DelayCam is a mobile app that lets users watch their own performance with a customizable 1- to 25-second delay, suitable for golf, dance, yoga, and other activities that benefit from instant feedback.

ProjectShelf

ProjectShelf is a project management tool built for developers. It organizes and tracks multiple projects on one dashboard, supports documentation and status filters, and offers both SaaS and self-hosted versions.

🎮 Games

Dictator of Rome

Dictator of Rome is a browser-based Roman-themed logic puzzle game where players use intelligence to identify the real threat and issue orders. Three puzzles are unlocked each day.

🌐 Websites

AllPages

AllPages is an unrestricted website search engine that can find all matching websites through any keyword. It has indexed more than 260 million websites and is useful for B2B lead generation, market research, and SEO analysis.

Chef

Chef is a free AI web app that recommends recipes based on ingredients provided by users, with detailed instructions and nutrition information.

VoiceCI

VoiceCI is a platform for testing VoiceAI agents. It conducts end-to-end IVR tests through real phone calls and supports visually building dialing plans.

Qopchiq

Qopchiq is a mobile-first platform that helps users reduce food waste and save money by buying surplus products from restaurants and stores.

Skygen

Skygen is an AI tool that can perform real tasks across devices, such as sorting chats and booking flights.

Threadline

Threadline is a team communication web app that replaces random messages with structured updates, offering project lifecycle management, Pulse updates, automated standups, burnout alerts, and more.

Nova Labs

Nova Labs is an AI assistant that generates customized content for more than 10 platforms from a product URL, helping developers simplify content creation and save time.

4KWallview

4KWallview is a free wallpaper website offering HD, 4K, and 8K wallpaper downloads, plus a free AI wallpaper generator that lets users upload images and turn them into wallpapers.

✍️ Notes

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