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 Code Subagents Guide: .claude/agents Files, Tools, Models and Examples
Build Claude Code subagents in .claude/agents: every frontmatter field, tools, models, built-in agents, ready examples, and when to use skills instead.
Build an MCP Server in Python (2026): MCP SDK v2 Tools, Resources, Prompts and Claude Setup
Build an MCP server in Python with the official SDK v2 (MCPServer): tools, resources, prompts, stdio vs HTTP, MCP Inspector, Claude Desktop…
Gemini Embedding 2 Python Tutorial: Pricing, Dimensions and RAG
Use gemini-embedding-2 in Python with google-genai: preview retirement, pricing, dimensions, task prefixes and a working RAG example.
Codex 0.167.0: Agent Command Center, Backend Switching and Vertex AI Setup
Codex CLI 0.167.0 adds unread markers to the agent command center, backend switching, local image previews and a Vertex AI setup wizard.…
Claude Code Auto Mode Guide: Setup, Safety and What’s New in 2.1.319
How Claude Code auto mode works, how to turn it on, all six permission modes compared, what it blocks, and the 2.1.319…
Meta Pauses Business Terms That Let It Crawl Your Website: What Happened and How to Block Its AI Crawlers
Meta paused its new business terms that would have let it crawl sites linked to business accounts. Full timeline, court orders, CMA…
Into the Unknown Benchmark: 9 AI Agents Tried Real Science and None Passed (0 of 135)
CMU and US national lab scientists gave 9 AI agents 15 open research problems. 0 of 135 papers passed and 114 failed…
How to Move From ChatGPT to Claude: Import Memory, Chats and Custom GPTs (2026)
Switch from ChatGPT to Claude without starting over: export your ChatGPT data, import memory into Claude, move custom instructions, rebuild GPTs as…
How to Use Cursor AI: Beginner’s Guide to Cursor 3, Agent, Rules and Pricing (2026)
Learn Cursor AI step by step: install, Tab, Ctrl+K, Agent and Plan modes, rules and AGENTS.md, MCP, cloud agents, the new X…
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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