This article outlines an architecture for autonomous background coding agents built on Google Cloud Platform. Rather than focusing on prompting alone, it frames AI coding as an orchestration and infrastructure problem involving isolated runtimes, deterministic workflows, secure execution environments, task queues, observability, and pull-request automation. Using services like Cloud Run Jobs, Vertex AI, Cloud Workflows, Firestore, and Secret Manager, the piece argues that reliable AI software de...