autonomous-loops

You can build autonomous Claude Code loops by selecting from a library of proven patterns, ranging from simple sequential pipelines to RFC-driven multi-agent DAG orchestration, tailored to your project's architecture.

RFC-driven DAG orchestration is a pattern that decomposes specifications into isolated multi-stage workflows with separate context windows, enabling complex multi-agent coordination when simple sequential pipelines are insufficient.

You manage context windows using clear merge and eviction strategies defined by the orchestration pattern, ensuring safe landings and structured multi-stage isolation throughout the continuous loop execution.

Yes, the approach enforces tiered complexity guidelines, allowing teams to scale their loop architectures from basic sequential pipelines to advanced RFC-driven multi-agent DAG systems based on project requirements.

The best way to start is selecting an orchestration pattern that matches your RFC or specification, then executing it end-to-end within an isolated context window for each stage of the workflow.

You should avoid multi-agent DAG systems when your project lacks a clear RFC or when a simple sequential pipeline can achieve the automation goals without the overhead of separate context windows and eviction strategies.