diff --git a/CHANGELOG.md b/CHANGELOG.md
index 44ddf787..cb66ea28 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,16 @@
 [README](/README.md) > **Changelog**
 # Changelog
 
+ ## [v0.3.3](https://github.com/intel/xetla/releases/tag/v0.3.3) (2023-06-30)
+- New Features
+  * Enabled debug build support.
+  * Updated documents, added some diagrams and details.
+  * Fixed some customer reported issues.
+  * Improved the project's quality.
+
+- Known Issues
+    - Refer to [Limitations](/media/docs/limitations.md).
+
 ## [v0.3.2](https://github.com/intel/xetla/releases/tag/v0.3.2) (2023-06-16)
 - New Features
   * Added some kernel-level APIs' parameters check functions, users need to explicit call them before launch the kernel; will return fail and print error messages when detect unsupported scenarios, continue launching the kernel for unspported scenarios may lead to unpredictable result.
diff --git a/README.md b/README.md
index d0452e9c..be636eec 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Intel® Xe Templates for Linear Algebra
 
-_Intel® XeTLA [v0.3.2](/CHANGELOG.md) - June 2023_
+_Intel® XeTLA [v0.3.3](/CHANGELOG.md) - June 2023_
 
 Intel® Xe Templates for Linear Algebra (Intel® XeTLA) is a collection of SYCL/ESIMD templates that enable high-performance General Matrix Multiply (GEMM), Convolution (CONV), and related computations on Intel Xe GPU architecture. Intel® XeTLA offers reusable C++ templates for kernel, work-group and sub-group levels, allowing developers to optimize and specialize kernels based on data types, tiling policies, algorithms, fusion policies, and more.