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App Dev/2026-04-22Advanced

Running Gemma 4 on a Self-Hosted vLLM Server from Antigravity — A Practical Guide to Building High-Throughput Inference

Gemma 4 runs beautifully in Ollama for a single user. The moment a handful of teammates start hitting the same endpoint, throughput collapses. This guide walks you through replacing Ollama with a self-hosted vLLM server, wiring it into Antigravity as a custom endpoint, choosing a quantization level with real numbers, and hardening the stack with rate limits and LoRA routing — end to end.

Integrations/2026-04-16Advanced

n8n × AI Agents — Self-Hosting Gotchas and Parsing the JSON That Comes Back Broken

Implementation notes from self-hosting n8n with AI agent nodes: which environment variables silently stopped working, how a missing encryption key leaves your credentials undecryptable, and a measured comparison of four ways to extract JSON from LLM responses across 13 failure shapes.