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)
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
Can AI Predict YouTube Virality? 9 Tools Compared (2026)
Can any tool predict if a YouTube video or Short will go viral before you post? Here are 9 virality checkers, CTR scorers and free local models, with…
The reading list
Latest stories
How to Install SageAttention on Windows for ComfyUI (2026): RTX 50, 40 and 30 Step-by-Step
Install Triton and SageAttention 2.2 on Windows for ComfyUI portable, venv and Desktop: matching wheels for RTX 50, 40 and 30, the…
OpenAI API Pricing (November 2026): GPT-6 Astra, GPT-6.1 Sol, Terra and Luna Costs, Batch, Fast Mode and Tools
OpenAI API pricing for November 2026 from the official price list: GPT-6 Astra, GPT-6.1 Sol, GPT-6.1 Terra and GPT-6 Luna per million…
Why Are GPU Prices So High in 2026? RTX 50 Price Hikes, the Memory Shortage and When Prices Will Drop
GPU prices in November 2026 explained: the new RTX 50 price hikes, RTX 5090 listings near $7,000, the DRAM and GDDR7 shortage…
Claude Not Working? Fix API Errors 429, 529 Overloaded, 500 and Usage Limit Messages (2026)
Every Claude API and Claude app error explained with fixes: 429 rate_limit_error, spend cap reached, 529 overloaded_error, 500, 504 timeouts, 401, 402,…
How Much VRAM Do I Need for AI? LLM, Image and Video VRAM Requirements (2026)
How much VRAM you need for local AI: the formula for LLM weights and KV cache, a 4B-120B VRAM table, MoE offload,…
n8n + Ollama: Build a Free Local AI Agent With Self-Hosted n8n (2026 Step-by-Step Guide)
How to connect n8n to Ollama and build a free, private AI agent on your own PC in 2026: Docker setup, the…
Claude Free vs Pro vs Max vs Ultra (2026): Prices, Usage Limits and Which Plan to Buy
Claude plans compared for November 2026: Free, Pro ($20), Max ($100) and the new Ultra ($200). How the 5-hour and weekly usage…
Best MCP Servers in 2026: 20 Picks for Claude, Cursor, VS Code and Local LLMs (With Install Commands)
The best MCP servers in November 2026, sorted by job: coding, browser, databases, search, productivity, design and local AI. Each pick has…
Best GPU for Local LLMs in November 2026: Picks by VRAM and Real Street Prices
The best GPU for local LLMs in November 2026, ranked by VRAM with real street prices: RTX 5060 Ti 16 GB, R9700…
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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