Google is implementing Automatic Feedback-Directed Optimization (AutoFDO) within the Android kernel to enhance the performance of Android devices. The Android kernel accounts for approximately 40% of CPU time, and improvements in this area can significantly boost overall performance. AutoFDO uses real-world data to optimize code based on actual smartphone usage patterns, rather than general assumptions. Tests conducted on Pixel phones analyzed kernel usage with the top 100 popular Android applications, identifying frequently accessed code segments for targeted optimization. This approach is expected to lead to faster app launches, smoother transitions, and improved battery life. The kernel AutoFDO is currently being deployed in the android16-6.12 and android15-6.6 branches, with plans to extend optimizations to additional kernel components and hardware drivers.