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
Repurpose a YouTube Video into Shorts and Reels with a Claude Skill (Clip Finder + ffmpeg Commands)
A free Claude Skill that finds the best 15-60 second moments in your transcript, writes hooks, titles and captions, and gives tested…
YouTube Thumbnail Ideas (2026): 40 Proven Concepts, Specs and a Free Claude Skill for AI Thumbnail Prompts
40 thumbnail ideas by video type, YouTube’s 2026 thumbnail specs (4K, 50 MB desktop), A/B testing in Studio, and a free Claude…
YouTube SEO With a Claude Skill: Titles, Descriptions, Chapters and Tags (Free SKILL.md + Limit Checker)
A free Claude Skill that writes your whole YouTube upload package (5 titles, description, chapters, tags, hashtags, pinned comment) and a tested…
YouTube Script Writer Claude Skill: Retention-Focused Scripts for Long Videos and Shorts (Free SKILL.md)
A free Claude Skill that writes timed YouTube scripts with hooks, re-hooks, B-roll and on-screen text, ready for voiceover or text-to-speech, plus…
64 Faceless YouTube Channel Ideas for 2026 (Ranked by Risk) + a Free Claude Skill to Validate Your Niche
64 faceless YouTube channel ideas grouped by production style with honest policy-risk ratings, YouTube’s inauthentic content rules, a 10-video launch plan and…
Claude Skills for YouTube (2026): 10 Free SKILL.md Files for Scripts, SEO, Thumbnails and Faceless Channels
Ten free, tested Claude Skills for YouTube creators (channel brief, ideas, scripts, hooks, SEO, thumbnails, Shorts, comments, analytics) with install steps for…
Google Turns Off Search for Schools That Reject AI: What Changes, When, and What Admins Can Do
Google will switch Gemini, Gemini Notebook and Search off by default for K-12 students, and Search comes bundled with AI. Timeline, admin…
BluePixel-Turbo: vivo’s Open 4K Image Editor in 4 Steps (ComfyUI Setup, VRAM, Licence)
vivo’s BluePixel-Turbo edits photos at native 4K in 4 steps. Benchmarks, every file and ComfyUI folder, VRAM estimates, setup steps and the…
Prompt Caching Explained: Cut Claude, OpenAI and Gemini API Costs (2026 Prices)
How prompt caching works on Claude, OpenAI, Gemini, DeepSeek and Grok, what cache writes and reads cost in November 2026, and the…
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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