diff --git a/CHANGELOG.md b/CHANGELOG.md
index d805b764..1d327b18 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -28,6 +28,7 @@
 - Optimize maligned structs to reduce memory foot-print [4525](https://github.com/beego/beego/pull/4525)
 - Feat: add token bucket ratelimit filter [4508](https://github.com/beego/beego/pull/4508)
 - Improve: Avoid ignoring mistakes that need attention [4548](https://github.com/beego/beego/pull/4548)
+- Integration: DeepSource [4560](https://github.com/beego/beego/pull/4560)