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


SEO vs AEO vs GEO: How to Rank in AI Search in 2026

AI Search GEO SEO

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.

Running a 0.5B LLM on Seven ESP32-S3 Boards

ESP32 BitNet Edge AI

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.

What is Generative Engine Optimization and How Can You Excel at GEO?

GEO SEO AI Search

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.

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 Lumirank, 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.