diff --git a/docs/images/mag_workflow.png b/docs/images/mag_workflow.png
index ee68d126..4c99e66b 100644
Binary files a/docs/images/mag_workflow.png and b/docs/images/mag_workflow.png differ
diff --git a/docs/images/mag_workflow.svg b/docs/images/mag_workflow.svg
index 4113143c..b3434968 100644
--- a/docs/images/mag_workflow.svg
+++ b/docs/images/mag_workflow.svg
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