diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9b585692d..e521f48f3 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,6 +2,8 @@
 
 BUG FIXES:
   * agent/config: Fix use of IPv6 addresses [GH-2036]
+  * driver/docker: Make container exist errors non-retriable by task runner
+    [GH-2033]
 
 ## 0.5.0 (November 16, 2016)