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
How to Use DeepSeek in VS Code With Cline, Continue and Roo Code (2026)
Set up DeepSeek in VS Code with Cline, Continue or Roo Code: API key, current model names, real costs, local Ollama option…
OpenAI API Python Tutorial: Responses API with GPT-6 (2026)
Step-by-step OpenAI API Python tutorial with the Responses API and GPT-6: streaming, structured outputs, function calling, vision, tools, caching and batch.
Gemini API Python Tutorial (google-genai 3.0): From Free Key to Tools
Step-by-step Gemini API Python tutorial with google-genai: free key, streaming, JSON output, function calling, files, caching, Search grounding and 429 fixes.
Claude Agent SDK Guide: Python and TypeScript (2026)
Claude Agent SDK guide for Python and TypeScript: install, first agent, tools, MCP, permissions, hooks, sessions, subagents, costs and deploying to production.
ChatGPT Projects Guide: Files, Memory, Sharing and Limits (2026)
How to use ChatGPT Projects in 2026: create a project, file limits by plan, instructions, project memory, sharing, moving chats, and Projects…
DeepMind AI Finds 2 Weaknesses in 1024-Bit RSA: What It Means and How to Check Your Keys
DeepMind AI agents found two weaknesses in legacy 1024-bit RSA. RSA-2048 is safe. Here is what it means and how to check…
ChatGPT and Codex Usage Limits Explained (November 2026)
ChatGPT and Codex usage limits for every plan in November 2026, the October 29 Pro doubling, the cancelled Pro 200 cut, and…
Claude Code Hooks Guide: Every Event, Exit Codes and 6 Recipes
A complete Claude Code hooks guide: every hook event, settings.json config, matchers, exit codes, JSON output, 6 copy-paste recipes and what’s new…
Gemini Gems Guide 2026: Create, Share and Move to Skills
How Gemini Gems work: create one, add knowledge files, share it, use it in Workspace, and move it to skills before Gems…
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.
Follow FreakyJolly in any feed reader to get every new guide the moment it goes live.