AI model tests, prompts and workflows
Compare real examples, costs and reusable methods. Guides link to their evidence, while collections preserve the community’s latest experiments.
Featured articles
Can Kimi K3.1 Pro replace Opus 5.5? Same-task tests, cost per task and usage limits
MiniMax M3.1 Flash vs DeepSeek V4.1 Flash: price, speed and coding results compared
DeepSeek V4.1 Flash-1017 review: quality and cost against Opus 5.5, GPT-6 and Gemini 4 Argon
Grok Bot templates by use: what's in the official Marketplace and what users share
Why Grok Bot burns through its usage limit, and how to make it last
AI Personal Assistants: Muse, Grok Bot, Cue Usage & Comparisons
A collection on consumer AI personal assistants — Meta Muse, Grok Bot, Manus Cue, OpenAI Dots, and assistant products from Tencent, ByteDance and others — covering how to use them, comparisons, and updates.
“Anthropic 据称推出 Claude Duet:主打主动式智能体的新应用。”
“Writing these new books would have been virtually impossible wit…”
“Anthropic 据称推出 Claude Duet:主打主动式智能体的新应用。”
AI Video Generators Reviewed: Kling, Runway, Jimeng & More
Reviews and updates on AI video generation platforms including Kling, Runway, Jimeng, Vidu, PixVerse, Higgsfield, and Topview, covering new features, pricing plans, and hands-on user tests, plus complaints about burning through credits.
Codex and Claude Code Changelogs
Version updates for Codex (CLI, Cloud, App) and Claude Code: what changed in each release, which features were added, and which issues were fixed, sourced from official and changelog accounts.
“Tab: video/clip editing and deep research (h/t @AviNMash ) ”
ChatGPT MCP and Apps: extensions you can try
MCP servers, Apps, and connectors you can use directly in ChatGPT, including Blender modeling, reminders, social media data, and AC control. See what others have connected and how they use it.
Higgsfield Official Videos: Product Demos and Films
Official Higgsfield videos, including demos of products like Katana and Genjutsu and finished films made with them, plus official updates such as film festivals and collaborations.
AI Product Updates: New Features and Releases
Daily posts from X on new features and releases across AI products: developer tools, agents, open-source models, and editor extensions, with a clear note on what shipped.
Jev in Practice: Browser Use and Agent Workflows
Real-world uses of Jev (Typesafe System One): booking flights with Browser Use, trading bots, routing and fast thinking for Claude Code, and hundreds of agents checking sources in parallel. Also gathers harness-building guides and benchmarks.





