Cerebras and Docker: Speed Meets Safety
Sep 19, 2025

Summary
This post introduces DevDuck, a multi-agent system that demonstrates the integration of Cerebras inference with Docker Compose for isolated and reproducible AI code execution. It highlights how Docker Compose can orchestrate agentic applications, including Cerebras agents and local models, within sandboxed containers. The post details the setup process, including cloning a demo repository, configuring API keys, and running Docker Compose to initialize agents and manage sandbox environments. It emphasizes the security benefits of network isolation within containers and the speed of code generation and execution provided by Cerebras inference.