April 2026: Restored stability of the export path in jax by reverting MLIR integration, removing MLIR references, and adjusting export behavior to restore compatibility and stability. The revert was executed to prevent export regressions and preserve existing user workflows, with the change captured in the associated commit.

January 2025: Maintained edge quantization workflow stability by delivering PyTorch 2.6 compatibility updates for pt2e quantizer utils in google-ai-edge/ai-edge-torch. Removed unused private imports from torch.ao.quantization.pt2e.utils and locally redefined them to preserve functionality after the PyTorch 2.6 upgrade. Resulted in no regressions in the quantization path, reduced upgrade risk for edge deployments, and reinforced maintainability of the codebase.