Hands-On
Real-world experiences and immersive tests of AI products.
Kimi K3.1 Pro Hands-On: A Practical Operator Guide
Moonshot's new 3T-class open-weight flagship pairs a 1M-token context with thinking-only mode, a Highspeed variant and a quietly dangerous fallback rule. The official Kimi Code documentation says how to configure, route and budget it.
Sand.ai MAGI-2 Preview Hands-On: Autoregressive Video Generation
Sand.ai's MAGI-2 Preview is the first open-source trillion-parameter MoE video model. We examine its autoregressive approach and the Wangsu partnership for edge inference.
AI Video Generation in 2026: Sora, Runway, and Kling Analyzed
A comparative analysis of the leading AI video generation tools based on published capabilities, outputs, and industry evaluations.
Suno v6: What Licensed Training Means for AI Music
Suno's v6 family β v6, v6-wild, v6-mini β is its first trained with licensed catalogs from Warner, BMG and Believe. A feature-by-feature look based on launch coverage, plus the copyright context.
I Let Meta Muse Run My Day: A Personal AI Agent Reality Check
Meta's new personal AI agent Muse promises to shop, email, and plan your day. I handed over control for seven days to see if it lives up to the hype.
Local LLM Showdown: Running Llama 3.2 on Consumer Hardware
Real-world performance benchmarks and practical insights from running Meta's Llama 3.2 on desktop and laptop configurations.
Perplexity Portable Computer: An Agent That Stays on Your GPU
Perplexity's Portable Computer (August 25) runs its full agent stack β orchestrator, planner, tool router, search index β locally on an Nvidia GPU box, with zero per-token cost for local steps and a per-step approval gate before anything reaches the cloud. We walk through the hardware bar, installation, the two local models, and what the escalation gate actually sends.
Hands-On: Removing Backgrounds from 30 Real Images, in the Browser
I ran a batch of product shots, portraits and thumbnails through AIGoMoon's own AI Background Remover β the UΒ²-Net model runs locally via onnxruntime-web, and nothing ever leaves the machine. Here is the workflow that worked.
Hands-On: AIGoMoon's Browser Image Compressor, 88% Smaller
We stress-tested AIGoMoon's local tools: an 800px JPG shrank from 74.9KB to 8.7KB with Canvas-only processing, zero uploads β plus the bilingual daily word game.
I Built an AI Website with an AI Assistant: 30-Day Results
A complete behind-the-scenes look at building AIGoMoon entirely with an AI assistant. 80 articles, 13 AI songs, 3 functional tools, and 468 real user interactions in 30 days. Here's everything that worked and everything that failed.
Claude vs ChatGPT: 30 Days of Use, One Real Winner
After 30 days of using both Claude and ChatGPT for real workβcoding, writing, research, and daily tasksβhere's my honest comparison. Claude wins on depth and coding, ChatGPT wins on speed and ecosystem. Which should you pay for?
I Tried AIGoMoon's Color Blindness Test: 3-Minute Verdict
A hands-on review of AIGoMoon's Color Blindness Test β clean design, 12 dynamic Ishihara plates, honest results with personalized lifestyle advice, bilingual support, and zero sign-ups. The kind of web tool everyone should try.
A Week with AIGoMoon's AI Music Player: Why I Keep It
A hands-on review of AIGoMoon's built-in AI music player: 10 original songs, synced lyrics, floating desktop lyrics, drag-to-reorder playlists, and a surprisingly polished experience across desktop and mobile.
Giving an Online Presentation Powered by AI
How AI tools enhanced every stage of preparing and delivering a talk.
Writing a Book with AI Assistance: My Experience
What I learned co-writing a book with AI over three months.
Designing a Complete Brand Identity with AI
Can AI create a cohesive brand identity? I tried it.
Managing Personal Knowledge with AI Tools
A practical experiment in AI-assisted knowledge management.
AI Translation for Real Cross-Border Communication
Testing AI translation tools in real international business scenarios.
Real Development Experience with AI Coding Assistants
What it's really like to code with AI assistants day-to-day.
I Built a Product in One Week Using Only AI
A candid account of building a complete product with AI assistance.
I Published AI-Generated Music on Streaming Platforms
The process and results of releasing AI-made music publicly.