Dynamic Workflows

Opus 4.8 ships Dynamic Workflows — hundreds of parallel subagents per session. Read this before you wire it into prod.

Anthropic's Opus 4.8 introduces Dynamic Workflows, a new programming model enabling hundreds of parallel subagents per session, which is critical for production agent deployment. The article warns users to pin their configurations in the preview version to avoid unexpected billing.