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.
A developer-friendly guide to the fastest AI inference hardware in 2026. Learn how GPUs (NVIDIA, AMD), Google Cloud TPUs, AWS Inferentia, and Intel Gaudi compare for latency, throughput, memory, and cost.
Compare Claude Design, Google Stitch, Figma Make, and Sketch MCP to choose the right AI design workflow for concepting, design systems, prototypes, and handoff.
LLM benchmarks are useful, but they often miss real-world behavior, prompt sensitivity, multilingual context, and benchmark gaming. Learn what better LLM evaluation should look like.
Compare the best AI LLM routers and OpenRouter alternatives in 2026, including OpenRouter, ngrok AI Gateway, TrueFoundry, Portkey, LiteLLM, Cloudflare AI Gateway, and Vercel AI Gateway.
Claude Mythos Preview signals a real shift in software security. Learn what Anthropic actually claimed, the risks for developers, and how to harden AI-assisted workflows.
Learn what TurboQuant is, the math behind Google's new compression method, and how Gemma 4 combines efficient architectures and edge runtimes to run on phones and other edge devices.
Learn how to build a self-hosted AI job search agent in Langflow that parses your resume, matches jobs from multiple sources, and sends real-time Discord alerts.
Looking for prompt library tools that actually give you prompts, patterns, or prompt starters to copy and paste? These are the best prompt-library websites for developers in 2026, including 21st.dev, PromptDen, AIPRM, PromptHub, PromptHero, Snack Prompt, and PromptBase.
Discover the best open source LLMs for coding and development that you can self-host. Compare Kimi K3, GLM-5.2, MiniMax M3, DeepSeek-V4-Pro-Max, Qwen3.6, Devstral 2, MiMo-V2.5-Pro, and more with benchmarks, hardware requirements, and deployment guides.
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.
