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Anthropic-compatible model sessions need to retain thinking blocks and their signatures for valid follow-up requests. This adds typed continuation and streaming events, generation controls, and configuration-first environment fallback to the model client used by Marlin.
Validation: the Anthropic reasoning integration tests passed (3 tests), and the configuration integration tests passed (11 tests). Both used local loopback fixtures. No live provider request was performed.