FreakyJolly: AI Tutorials, ComfyUI Workflows and Local AI Guides
LongCat-2.5 Open Weights: Meituan’s 1.6T MIT Model, Benchmarks, API Price and Hardware
Claude Sheets, Whiteboards and Meetings: What They Do, Plans and How to Use Them (2026)
ComfyUI API Guide: Run Workflows From Python (Prompt, WebSocket, Images)
LM Studio Not Loading Models? How to Fix “Failed to Load Model” and Search Errors
ComfyUI Inpainting Not Working? Every Cause and Fix (SD, SDXL and Flux Fill)
Seedream 5.5 Guide: 100-Round Editing, Transparent PNGs, Pricing and How to Use It (2026)
Claude Fable 5.2 and Mythos 5.2: Price, Benchmarks, Plan Access and How to Use Them (2026)
The world of AI. Explained.
A clearer view of artificial intelligence.
Hands-on guides for ComfyUI workflows, AI video, image editing and running models locally — tested, with every file path and setting written down.
- Lead story
LongCat-2.5 Open Weights: Meituan’s 1.6T MIT Model, Benchmarks, API Price and Hardware
Meituan released LongCat-2.5 weights under MIT on 9 Nov 2026: 1.6T MoE, ~48B active, vision and video. Specs, vendor benchmarks, $0.30/$1.20 API, Claude Code setup and self-hosting needs.
The reading list
Latest stories
Claude Code Status Line: Setup Guide, JSON Fields and 8 Examples
Set up the Claude Code status line to show your model, context use, cost and rate limits. Full JSON fields, 8 copy-paste…
Cursor Live Apps Guide (2026): Build, Host and Share Web Apps From a Cloud Agent
Cursor Live Apps explained: which plan you need, step-by-step build and publish, Postgres and SSO, sharing and API keys, security checks, costs,…
Inkling 2 Small: Thinking Machines’ 594B Model (Specs, Benchmarks, Pricing, Open Weights)
Inkling 2 Small from Thinking Machines Lab: 594B/17B MoE with image input, AA Index 31, $0.30/$1.00 Tinker pricing, how to call it,…
How to Run MiniMax-M3.1-Flash Locally (2026): RAM Needed, GGUF Quants and llama.cpp Setup
MiniMax-M3.1-Flash open weights are out: 428B MoE, 23B active. See how much RAM and VRAM each GGUF quant needs, llama.cpp build and…
vLLM vs llama.cpp vs Ollama (2026): Benchmarks, Hardware and Which to Use
vLLM, llama.cpp and Ollama compared: single-user and 32-user benchmarks, hardware and OS support, model formats, RAM offload, setup commands, OpenAI API and…
How to Install ComfyUI Manager (2026): Built-in Method, Portable, Git and Fixes
Install ComfyUI Manager the new built-in way on Desktop, Windows portable and manual installs, or with git clone and comfy-cli. Plus security…
DaVinci Resolve 21 AI Tools: Free vs Studio, MCP Assistants and What You Need
Every AI tool in DaVinci Resolve 21.1, which ones work in the free version, the new MCP server for Claude and Codex,…
Adobe Firefly Pricing (2026): Plans, Free Credits and What Each Feature Costs
Every Adobe Firefly plan and credit cost in one place: Standard $9.99 to Premium $199.99, Creative Cloud credits, video and image costs,…
How Much RAM Do You Need for Local AI? LLMs, ComfyUI and MoE Models (2026)
Clear RAM numbers for local AI in 2026: 32 GB vs 64 GB vs 128 GB for Ollama, llama.cpp, LM Studio and…
How every guide is built
Copy the command. Drop the file. Run the graph.
Each ComfyUI guide follows the same shape, so you can skim straight to what you need.
- Step 1InstallNode packs and exact download commands.
- Step 2Files & pathsEvery model folder in one table.
- Step 3SettingsStarting values that work on consumer GPUs.
- Step 4TroubleshootKnown errors and the fix for each.
New models land fast. Get the working setup first.
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