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Allow long model responses to finish without a fixed 600-second deadline, while preserving explicit plugin deadlines and upstream idle timeouts. Renew request recovery, client admission and provider scheduling leases for the session lifetime, and release their renewal tasks with the owners. Keep observation renewal best-effort and cancel on lost concurrency leases. Fixes #342 Co-authored-by: Codex <noreply@openai.com>