The latest revisions across our writing on tunnels, networking, self-hosting, self-hosted LLMs, and AI - freshest updates first.
Open-weight AI image generators to self-host in October 2026: Qwen-Image-2.1, Ideogram 4.0, FLUX.2, Qwen-Image-2512, Ming-Image, HunyuanImage 3.0, Cosmos3 and more, ranked by Arena Elo with license and VRAM notes.
The best AI video generation models in October 2026: Wan 3.0, Seedance 2.5, Gemini Omni Flash and Veo 3.1, Kling, HappyHorse, Runway, Luma Ray3.2, and open weights from MiniMax H3, LTX-2.5, HunyuanVideo and Wan 2.2.
Netlify moved Edge Functions from V8 isolates to Firecracker microVMs and cut median warm latency from 25-40 ms to 5-6 ms. Here is how microVM snapshots, EROFS and rendezvous hashing make that work.
ChatGPT plugins are back, built on MCP servers. Build a working plugin in Node.js, test it in developer mode through a Pinggy tunnel, package plugin.json, and submit it to the directory.
AI Overviews cut top-result clicks by 58% and AI Mode passed 1 billion users. What SEO, AEO and GEO actually mean, how AI answers pick their sources, and tested steps to get your pages cited.
How an open-source cluster of seven ESP32-S3 microcontrollers splits a Qwen2-0.5B model into 1.58-bit ternary layers, why it fits in 16 MB of flash per board, and why it is slow.
A technical comparison of cloud computers for AI agents in 2026: machine0, OpenComputer, E2B, Daytona, Fly.io Sprites, Vercel Sandbox and Modal. Isolation, persistence, lifetime limits, GPUs, desktops and real per-hour prices, checked September 2026.
Generative Engine Optimization (GEO) is the practice of structuring content to maximize visibility in AI-generated search responses. Learn what GEO is, how it differs from SEO, and actionable strategies to get your content cited by ChatGPT, Perplexity, Google AI Overviews, and more.
A practical, developer-friendly guide to make your website agent-ready for AI search. Learn crawler setup, structured data, indexing workflow, llms.txt, and evidence-backed GEO workflows.
How AI agents control a computer in 2026: the screenshot-and-click loop, Claude and ChatGPT desktop computer use, a tested Python agent on Claude's computer_toolset_20260801, OpenAI's computer tool, open-source agents, and safe sandboxing.
