Firecrawl

How To Run ZeroClaw in Docker with local LLMs (Qwen3 on an NVIDIA DGX Spark)

ZeroClaw is an open-source agent runtime. By default it expects a frontier model API key such as Claude, OpenAI, etc. This guide shows how to use a local Qwen3.6 model served by vLLM on an NVIDIA DGX Spark, routed through LiteLLM, with ZeroClaw and Firecrawl running in Docker on a separate host.

It also documents the onboarding bug I hit on a fresh install in v0.7.4 — ZeroClaw issue #6123 — and the config-only workaround.

Self-Hosting Firecrawl on Ubuntu 25.04 with Docker Compose

Modern AI agents — Claude Code, Codex, OpenClaw, Hermes-Agent, and custom LangChain pipelines — need a way to read the web. Not raw HTML full of navigation debris, cookie banners, and JavaScript noise, but clean structured text that a language model can actually reason about. Firecrawl is the missing piece: an open-source web scraping and crawling API that fetches any URL and returns clean Markdown, ready to drop straight into a context window or a RAG pipeline.