When a Deploy Breaks Production: The Beginner's Rollback Playbook

<p>The thing that breaks before 1,000 users is almost never the code.</p> <p>Not a race condition. Not a memory leak. Not a missing index. Founders assume their app will collapse

<p>I used to believe in rollback. Not casually. Religiously.</p> <p>Every deploy had the same prayer: <em>“If it breaks, we’ll just revert.”</em></p> <p>Then one Thursday at 6:47

<p>Refactoring is one of the most important skills in software engineering.</p> <p>Yet it is also one of the most feared.</p> <p>Every developer has experienced that moment: you

<h1> A rollback plan is a product feature </h1> <p>A LiveOps event can fail without any code deployment: a reward table is wrong, a promo code becomes too generous, an expiry

<h1> Production Was Down… But Everything Looked Normal 🤯 </h1> <blockquote> <p>A real debugging story about silent failures and why thinking matters more than tools.</p>

<p>Four agents entered an infinite loop in November 2025. They ran for 11 days. The bill was $47,000. Nobody noticed until it was over.</p> <p>The team was running a market

<p>Phase 1 is never 'lift and shift.' Here's the framework that keeps production stable throughout the entire move.</p> <p>After leading migrations for organizations ranging from

<p>You've heard of DevOps. You've heard of AIOps. You've probably heard of MLOps.</p> <p>But there's a category that doesn't exist yet — and it's the one the AI industry needs