diff --git a/docs/releases/v0.8.6.md b/docs/releases/v0.8.6.md
new file mode 100644
index 000000000..f17c67be7
--- /dev/null
+++ b/docs/releases/v0.8.6.md
@@ -0,0 +1,14 @@
+# Release 0.8.6
+
+### Added
+
+- Support Display GPU for listing serving jobs
+
+### Fixed
+
+- Fix the bug that python sdk not work when requestGPUMemory field is missing for serving job information 
+- Fix the bug that doc error for tfjob
+
+### Changed
+
+- Rename kubedl-operator to cron-operator
\ No newline at end of file
diff --git a/mkdocs.yml b/mkdocs.yml
index 346e814a1..c13ef83f6 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -14,6 +14,7 @@ nav:
   - SDK:
     - Golang: sdk/go/index.md
   - Release Notes:
+    - v0.8.6: releases/v0.8.6.md
     - v0.8.5: releases/v0.8.5.md
     - v0.8.0: releases/v0.8.0.md
     - v0.7.0: releases/v0.7.0.md