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Defer sandbox acquisition and thread directory creation until first use to improve performance and reduce resource usage. Changes: - Add lazy_init parameter to SandboxMiddleware (default: true) - Add ensure_sandbox_initialized() helper for lazy sandbox acquisition - Update all sandbox tools to use lazy initialization - Add lazy_init parameter to ThreadDataMiddleware (default: true) - Create thread directories on-demand in AioSandboxProvider - LocalSandbox already creates directories on write (no changes needed) Benefits: - Saves 1-2s Docker container startup for conversations without tools - Reduces unnecessary directory creation and file system operations - Backward compatible with lazy_init=false option Co-authored-by: Claude Sonnet 4.5 <noreply@anthropic.com>