diff --git a/releasenotes/notes/add-new-cli-669061dfada81f5c.yaml b/releasenotes/notes/add-new-cli-669061dfada81f5c.yaml
new file mode 100644
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+++ b/releasenotes/notes/add-new-cli-669061dfada81f5c.yaml
@@ -0,0 +1,7 @@
+---
+features:
+  - |
+    Include a new command line tool to execute inference and prediction calls 
+    from the shell, whitout spawning a server and making cURL requests to it.
+    This is useful for execution of batch tasks in a HPC/HTC or batch system
+    cluster.
diff --git a/releasenotes/notes/bug-fixes-73cfa32ffb5bdbb0.yaml b/releasenotes/notes/bug-fixes-73cfa32ffb5bdbb0.yaml
new file mode 100644
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+++ b/releasenotes/notes/bug-fixes-73cfa32ffb5bdbb0.yaml
@@ -0,0 +1,9 @@
+---
+fixes:
+  - |
+    This new release fixes an error introduced by `webargs` in its 6.0.0
+    version.  Since we cannot yet fix it (`aiohttp-webargs` needs to be updated
+    as well) we pin webargs to the 5.X.X versions
+    https://github.com/indigo-dc/DEEPaaS/issues/82
+  - | 
+    Set `debug` in OpenWhisk mode as configured by the user.