FreakyJolly: AI Tutorials, ComfyUI Workflows and Local AI Guides
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)
SnapRef V2A for Anima in ComfyUI: Same Character in Every Scene
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
ComfyUI API Guide: Run Workflows From Python (Prompt, WebSocket, Images)
Run ComfyUI workflows from Python: export API format, queue with /prompt, change prompts and seeds, wait over WebSocket, download images and batch runs.
The reading list
Latest stories
Claude Dreaming Explained: How Anthropic Agents Rewrite Their Own Memory
Anthropic’s Nov 6, 2026 research on dreaming: agents review logs in idle time to fix memory notes. Key results, and how to…
ChatGPT Deep Research Guide (2026): How to Use It, Limits per Plan and Tips
How to use ChatGPT Deep Research in 2026: step-by-step runs, limits per plan, connectors and site limits, export options, prompt tips and…
Claude Marketplace Guide: 25+ Partner Agents, Connectors and How to Buy
Claude Marketplace explained: the Nov 4, 2026 partner additions, who can buy with an Anthropic commitment, how to install connectors, and admin…
Grok Imagine API Guide: Image 2.0, Video, Pricing and Python Code
Grok Imagine API guide: grok-imagine-image-2.0, the Nov 2 model retirement, video 1.5 pricing, Python code and the new guidelines moderation array.
Internet Computer (ICP) and AI Explained: On-Chain LLMs, Caffeine and How It Compares
What the Internet Computer (ICP) is, how on-chain AI and the LLM canister work, what Caffeine does, key risks, and how ICP…
How to Create a Custom GPT in ChatGPT (2026): Steps, Limits and the Plugin Switch
How to create a custom GPT in 2026: builder steps, instructions, knowledge, actions, sharing, plus the retirement dates and how to move…
How to Add MCP Servers to Claude Code: claude mcp add, Scopes and .mcp.json
Add MCP servers to Claude Code with claude mcp add: HTTP and stdio, local, project and user scopes, .mcp.json, OAuth sign-in and…
Gemini Deep Research Guide (2026): How to Use It, Limits and Tips
How to use Gemini Deep Research in 2026: steps, plan limits, sources, export to Docs, Audio Overviews, tips and how it compares…
ChatGPT Dots Explained: Plans, Setup, Privacy and Admin Controls (Nov 2026)
What ChatGPT dots are, which plans get them, the Nov 2026 iOS and Enterprise updates, how to set one up, privacy settings…
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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