FreakyJolly: AI Tutorials, ComfyUI Workflows and Local AI Guides
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
Open H3 Regenerate 2K IC in ComfyUI: Sharper MiniMax H3 Video That Keeps Faces
WeVisOne-VL in ComfyUI: Cut Out, Detect and Read Anything From One Prompt
Gemini in Google Maps Guide (2026): Ask Maps, Voice Commands, CarPlay and Android Auto
Gemini in Google Drive Guide (2026): AI Overviews, Ask Gemini and Drive Projects
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
Seedream 5.5 Guide: 100-Round Editing, Transparent PNGs, Pricing and How to Use It (2026)
ByteDance’s Seedream 5.5 (9 Nov 2026) promises 100 stable edit rounds and native transparent PNGs from $0.02 an image. Where to use it, API parameters, pricing and how…
The reading list
Latest stories
llama-modchip: Run DeepSeek V4-Flash 284B on 64 GB RAM With No GPU (Setup, Speed, Limits)
llama-modchip squeezes the 284B DeepSeek V4-Flash into 56.56 GiB so it runs on a 64 GB PC with no GPU. Hardware needed,…
Claude Code vs Gemini CLI vs Antigravity CLI (November 2026): Pricing, Free Limits, Models, MCP and Benchmarks
Claude Code vs Gemini CLI and Antigravity CLI in November 2026: pricing, free limits, models, MCP, features, benchmarks and which one to…
World ID and Worldcoin (WLD) Explained: Proof of Human, the Orb and AI Agents (2026)
World ID and Worldcoin explained for the AI era: proof of personhood, the Orb, AgentKit for AI agents, privacy concerns and regulators.…
Structured Outputs Tutorial (2026): JSON Schema with Claude, OpenAI and Gemini in Python (Pydantic)
Get guaranteed JSON from Claude, OpenAI and Gemini with one Pydantic model. Python code, schema limits per provider, comparison table and error…
Claude Computer Use API Guide: New Toolset, Models, Docker Demo, Python Loop and Costs
Claude computer use API guide: the new computer_toolset_20260801, supported models, Docker demo, a Python agent loop, safety tips and token costs.
Co-Design Bench Explained: Alibaba’s Coding Agent Benchmark Where the Best Model Finished Only 26.4% of Tasks
Alibaba’s Co-Design Bench tests coding agents on 273 real user requests. GPT-6 Astra led but fully finished only 26.4%. Method, leaderboard and…
LLM API Rate Limits and Usage Tiers Compared (November 2026): Claude, OpenAI, Gemini, xAI and DeepSeek
Claude, OpenAI, Gemini, xAI and DeepSeek API rate limits side by side: RPM, TPM, tiers, how to move up, headers and a…
ChatGPT Voice Mode Guide (November 2026): Live vs Advanced, Voices, Video, Limits per Plan and Fixes
How to use ChatGPT voice on phone, desktop and web: Live vs Advanced, new GPT-Live-1.1 voices, video and screen share, limits per…
Google Elephant-Goldfish Plugin Guide (2026): Install EGM in Claude Code, Codex and Antigravity
Google’s open-source Elephant-Goldfish plugin explained: one agent drafts the spec, fresh agents attack it. Install steps and all 7 commands.
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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