
Long-horizon agentic coding
Claude Opus 4.8 is Anthropic's most capable model for high-autonomy engineering work — multi-service refactors, codebase-scale migrations, and agent runs that have to stay on-task across many steps. Early testers report sharper judgement: it asks the right questions, catches its own mistakes, and pushes back when a plan isn't sound.
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