Effort

Anthropic has introduced a beta feature to the Claude API that lets developers adjust effort mid-conversation by inserting an empty system message with output_config.effort. The setting applies from the next user message onward without altering already-generated content, and prompt caching still hits, helping balance quality, latency and cost when switching between casual chat and complex analysis.