Pinggy Blog

Tunnels, networking, self-hosted LLMs, and AI news

Hands-on guides, protocol deep dives, and field notes on tunnels, SSH, reverse proxies, self-hosting, self-hosted LLMs, and AI - from the people building Pinggy.


Small LLMs That Fit in 8GB: The Best Models to Self-Host in 2026

Local LLM Self-Hosted AI Ollama

Which open-weight LLMs actually fit in 8GB of VRAM or RAM in 2026, with measured file sizes, KV cache math from published configs, and Ollama commands for Qwen3.5, Gemma 4, Ministral 3, Granite 4.1, Nemotron 3 Nano, and Phi-4-mini.

JetKVM Mini: A $39 KVM Over IP, and What to Do When Its Cloud Can't Reach You

KVM Over IP Remote Access Self-Hosted

JetKVM Mini packs a full KVM-over-IP into a 42mm aluminum shell for $39, shipping October 26, 2026. Its remote access runs through a cloud dashboard and Tailscale - here is what happens when WebRTC gets blocked, and how to open a backup path with a plain SSH tunnel.

Best Hardware to Self-Host LLMs for Coding and Agentic Work in 2026

AI Hardware Local LLM AI Coding Agents

A buying guide for running coding agents on your own hardware. Why prompt caching makes generation speed the number that matters, where a cold cache costs you minutes instead, a comparison table of Mac Studio M5 Ultra, RTX 5090, Radeon AI PRO R9700, Strix Halo and DGX Spark with September 2026 prices, and the memory every open-weight coding model actually needs.

Cloud in a Bottle Wants Self-Hosting to Feel Like Using a Smartphone

Cloud in a Bottle Self-Hosted Open Source

Imbue's new open-source personal cloud platform packages containerized self-hosted apps behind one login and one router. It's a genuinely different take on self-hosting, but its own docs admit the networking story isn't solved yet - here's the gap and how to close it today.

Self-Host Hermes Agent for Free with OpenRouter's Free Models

Hermes Agent AI Agents Self-Hosted AI

How to install Nous Research's open-source Hermes Agent on your own machine and run it at zero token cost on OpenRouter free models - the tool-calling and 64K context requirements, the request limits that actually bite, a free-model fallback chain, and remote access over a tunnel.

What AI Coding Agents Pick When You Let Them Choose Your Stack

AI Coding Agents Developer Tools Claude Code

A 5,292-session study measured which vendors Claude Code, Codex, and Cursor actually pick for payments, databases, email, and storage. The agents agree with each other only 42% of the time.

Cybersecurity Equipment for College Students

Cybersecurity Security Privacy

A practical list of cybersecurity equipment for college students: hardware security keys, encrypted external drives, privacy screens, data-blocking chargers, webcam covers, and the dorm-network rules for personal routers.