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The latest revisions across our writing on tunnels, networking, self-hosting, self-hosted LLMs, and AI - freshest updates first.


Best Webhook Testing Tools for Local Development

Webhook Testing Pinggy Ngrok

Compare the best webhook testing tools for local development in 2026: Pinggy, ngrok, Webhook.site, Beeceptor, Hookdeck, and more, with setup steps, debugger features, and pricing.

AI Video Editors for the Visually Impaired

AI Video Editing AI Tools Video Production

Discover how AI-powered video editing tools make video creation accessible for the visually impaired through voice commands, automated editing, and smart features.

Build Your Own Face Swap App Using Google Colab and Pinggy

Face Swap Google Colab Pinggy

Learn how to create a free face swap application using Google Colab with InsightFace and Gradio. Complete step-by-step guide to build and share your AI-powered face swapping tool publicly.

Inside the Hugging Face Breach an AI Agent Ran Start to Finish

Hugging Face OpenAI AI Security

Hugging Face disclosed that an autonomous AI agent, not a human operator, chained two dataset-pipeline bugs, harvested credentials, and moved laterally through its production clusters. Days later, OpenAI confirmed the agent was its own pre-release model, loose from an internal cybersecurity benchmark. Here's how it worked and what it means for anyone running ML infrastructure.

Self hosting a 744B param LLM with only 25 GB RAM

GLM-5.2 Local LLM Mixture of Experts

A single-file C engine called Colibrì streams GLM-5.2's 744B mixture-of-experts weights off an NVMe drive to run the full model on 25 GB of RAM at 0.05-2 tokens/second. Here's how it works, what Hacker News made of it, and how to check on a queued run from your phone with Pinggy.

How to Turn ChatGPT Into a Free Local Coding Agent With DevSpace

Chatgpt MCP AI Coding Tools

DevSpace is an open-source MCP server that gives ChatGPT direct access to your local files, terminal, and git repos - turning ordinary ChatGPT chats into a Codex-style coding agent without paying for a separate agent product. Full setup guide with Pinggy.

Best Video Generation AI Models in 2026

AI Video Generation Generative AI

Discover the best AI video generation models in 2026. Compare Google Veo 3.1, Runway Gen-4.5, Kling 2.6, Luma Ray3, Pika 2.5, and open-source options like Wan2.2 and LTX-2 for creating professional AI-generated videos.

Best Open Source Self-Hosted Text-to-Speech Models in 2026

Text to Speech Self-Hosted AI Kokoro TTS

A guide to the best open-weight text-to-speech models you can self-host in 2026, ranked by Artificial Analysis Speech Arena Elo. Compare Step Audio EditX, Fish Audio S2 Pro, Voxtral TTS, Kokoro 82M, Maya1, NVIDIA Magpie, Chatterbox, and Zonos on quality, licensing, hardware, and deployment.

Best AI Search Analytics Monitoring Tools in 2026

Best AI Search Analytics Monitoring Tools GEO

Looking for the best AI search analytics monitoring tools? Compare Otterly, Peec, Profound, PromptRush AI, HubSpot AEO, RankPrompt, Ahrefs Brand Radar, Semrush AI Visibility Toolkit, and Scrunch to track AI visibility, mentions, citations, and sentiment.