diff --git a/.deepsource.toml b/.deepsource.toml
new file mode 100644
index 00000000..7901d2d2
--- /dev/null
+++ b/.deepsource.toml
@@ -0,0 +1,12 @@
+version = 1
+
+test_patterns = ["**/*_test.go"]
+
+exclude_patterns = ["scripts/**"]
+
+[[analyzers]]
+name = "go"
+enabled = true
+
+  [analyzers.meta]
+  import_paths = ["github.com/beego/beego"]
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)