diff --git a/CHANGELOG.md b/CHANGELOG.md
index 335e804e0..d71fe4b8a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -18,6 +18,8 @@ BUG FIXES:
   - commands/package: Nice error if includes contain symlinks. [GH-3200]
   - commands/rsync-auto: Don't crash if the machine can't be communicated
       to. [GH-3419]
+  - commands/rsync-auto: Exit immediately if there are no paths to watch.
+      [GH-3446]
   - communicators/ssh: Only show connection warnings after three connection
       attempt failures. [GH-3442]
   - guests/coreos: Docker provisioner works. [GH-3425]