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@@ -292,3 +292,5 @@ By Week 10, you will have:
 The tools change every five years. The discipline doesn't. Welcome to DevOps.
 
 > 🎯 *Reference: this course's Spring 2026 structure mirrors the SRE-Intro standard (Innopolis University, completed Apr 2026). DevOps-Intro is the broader intro to **how software is shipped**; SRE-Intro is the deeper dive into **keeping it reliable**.*
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