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
Claude Code GitHub Actions Setup: @claude Mentions, Workflows, Secrets and Costs (2026)
Set up Claude Code GitHub Actions with /install-github-app or by hand: @claude workflows, secrets, Bedrock and Vertex, costs and security tips.
OpenAI Realtime API Guide (November 2026): Python Voice Agent with gpt-realtime-2.1, GPT-Live, WebRTC and SIP
Build an OpenAI voice agent in Python: gpt-realtime-2.1 vs GPT-Live, WebRTC vs WebSocket vs SIP, voices, per-minute pricing and Agents SDK code.
DeepSeek API Errors and Fixes (2026): 400, 401, 402 Insufficient Balance, 422, 429, 500 and 503
Every DeepSeek API error code explained with the fix: 402 Insufficient Balance, 429 concurrency limits, 503 overloaded, timeouts and Python retry code.
OpenCode Browse Guide (2026): Let Coding Agents Use Your Real Browser Safely
How to set up OpenCode Browse so Claude Code, Codex or OpenCode can drive your signed-in browser tabs, with handoff for logins…
Anthropic Enterprise Data Incident (November 2026): What Was Exposed and What Admins Should Do
An outside security firm reached Anthropic’s business tools. What customer data was exposed, who is affected, and what Claude admins should do…
ChatGPT Agent Mode Guide (November 2026): Why It Was Retired and How to Use ChatGPT Work Instead
ChatGPT agent mode is retired. Learn what replaced it, ChatGPT Work plans and limits, how to start a task, plugins, cloud browser…
Gemini API Errors and Fixes (2026): 400, 403, 404, 429 RESOURCE_EXHAUSTED, 503 Overloaded and Safety Blocks
Every common Gemini API error explained with the real fix: 400, 403, 404 model not found, 429 quotas, 503 overloaded, safety blocks,…
DeepSeek Harness Guide (2026): Install, Models, Pricing, Privacy and vs Claude Code
DeepSeek Harness explained: the free open-source agent app with 1.54M daily users. Install steps, models, token pricing, privacy and how it compares.
Claude Code “Don’t Ask Again” Leaked 2,539 Secrets: How to Check and Fix Your Repos
Apiiro found Claude Code’s Don’t Ask Again saves full commands, secrets included, to settings.local.json. Check your repos, rotate keys, fix rules.
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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