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 practical guide to AI harness engineering in 2026 covering coding agents, agent frameworks, workflow orchestration, and evaluation tools. Learn how LangChain, LangGraph, CrewAI, Promptfoo, and Claude Code fit into the harness picture.
Learn how to share a localhost MCP server using Pinggy. This guide covers Streamable HTTP MCP servers, public HTTPS tunnels, testing, authentication, and practical security tips.
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.
