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The removal of `budget_tokens` is a hard breaking change that requires code updates before migrating from Opus 4.7 to 4.8, while the new `speed: "fast"` mode and mid-session system messages extend what agents can do within a single session.
Developers using Claude Opus 4.7 must remove sampling parameters from API calls and switch to adaptive thinking with effort control, requiring code updates and a shift from parameter-based to prompt-based behavior guidance.