Blog

A practical guide to tool use in OpenAI, Gemini, Claude, and Grok APIs - web search, code execution, function calling - plus a step-by-step walkthrough for building and deploying your own custom tool server using the Model Context Protocol.

A comprehensive guide to AI medical imaging and diagnostic AI in 2026 - the best radiology AI tools, FDA clearance data, accuracy benchmarks, Midjourney Medical's whole-body ultrasound scanner, Aidoc, Viz.ai, Paige, Tempus AI, and what actually works in clinical settings.

Voicebox is an open-source, local-first AI voice studio for cloning voices, dictating text, and composing multi-track audio. This guide shows how to run it as a server and expose it remotely with Pinggy.

SpaceX bought Cursor for $60B. OpenAI owns Windsurf. Google killed the Gemini CLI. In one week, the AI coding tool landscape consolidated into Big Tech hands. Here's what that means for your data, your model choice, and what independent options remain.

SDN separates network control from forwarding hardware. Learn the architecture, key protocols like OpenFlow and P4, top open-source controllers, and how Google and AWS use it.

Join the official Pinggy Discord server to get real-time support, report bugs, request features, and connect with developers who build with Pinggy tunnels.

Iroh 1.0 ships a stable P2P networking library that connects devices by cryptographic key instead of IP address. QUIC under the hood, 90% hole-punch success, 200M+ endpoints/month, and now stable language bindings for Python, Node.js, Swift, and Kotlin.

VoxCPM2 is a 2B-parameter open-source TTS model with voice cloning, voice design from a text description, and a drop-in OpenAI-compatible API. Here's how to run it on your local GPU and expose it publicly with Pinggy.

A new attack called agentjacking uses public Sentry DSNs and MCP to inject malicious instructions into Claude Code, Cursor, and Codex - then exfiltrates your AWS keys, GitHub tokens, and git credentials. 85% success rate, 2,388 orgs exposed, zero authentication needed.

Chatwoot v4.14 ships Captain AI for automated customer support. Run the full stack locally with Docker Compose, then expose it to the internet with one Pinggy command - no port forwarding, no SaaS bill.