Claude Opus 4.8: What's New, the Dynamic Workflow Tool, and How It Compares to 4.7

Anthropic shipped Claude Opus 4.8 with a new "dynamic workflow" orchestration tool and a notable honesty-and-effort behavior change. Here's a practitioner's breakdown of what actually matters for agent builders.

05/29/2026 · Model Evaluation · 7 min read