Opus 4.8 is Anthropic's most capable generally available model, built for complex reasoning, long-horizon agentic coding, and high-autonomy professional work. It improves on Opus 4.7 with stronger tool triggering, better long-context handling, more reliable reasoning effort calibration, and sharper execution across large codebases, multi-step debugging, financial analysis, and knowledge-work workflows.