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
Krea 3 Explained: Multi-Image Editing, Pricing, Benchmarks and the ComfyUI Node
Krea 3 edits with up to 8 reference images at native 2K in about 8 seconds. Variants, ComfyUI node settings, per-image prices,…
Anima RGBA in ComfyUI: Generate Transparent PNGs With No Custom Nodes
Anima RGBA adds a 4-channel VAE and LoRA so ComfyUI saves real transparent PNGs. Files, folders, settings, alpha quality, limits and fixes.
HyperFlow H3 Flash in ComfyUI: 13.7B MiniMax H3 GGUF Setup, Files and Settings
HyperFlow H3 Flash shrinks MiniMax H3 to 13.7B with 4-8 step GGUF files from 7.2 GB. Exact files, folders, install, settings, real…
How to Use Claude AI (2026): Beginner’s Guide to Chats, Files, Projects and Artifacts
New to Claude? Step-by-step guide to signing up, picking a model, uploading files, web search, Projects, Artifacts, memory and prompts, plus plan…
How to Increase the Resolution of a Picture Free With AI (2026): 6 Easy Methods
Make small, blurry photos sharp and bigger for free: online upscalers, Upscayl, your phone, Photoshop, Real-ESRGAN and ComfyUI, plus the pixels you…
How to Install claude-mem (2026): Persistent Memory for Claude Code, Setup and Fixes
Give Claude Code a memory between sessions. Install claude-mem with npx or the plugin marketplace, verify it works, tune settings, keep secrets…
How to Run DeepSeek Locally (2026): Which Model Fits Your PC, Ollama, LM Studio and V4-Flash
Which DeepSeek can you really run at home? Hardware table from 8 GB GPUs to 128 GB RAM, Ollama and LM Studio…
How to Run Whisper Locally (2026): faster-whisper, whisper.cpp and Buzz Step by Step
Transcribe audio free and offline with OpenAI Whisper. Step-by-step setup for Buzz, openai-whisper, faster-whisper and whisper.cpp, model sizes, speeds and fixes.
How to Install ComfyUI on Windows, Mac and Linux (2026): Desktop, Portable and Manual
Install ComfyUI step by step: Comfy Desktop, the Windows portable build or a manual git install, plus your first image, model folders…
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.