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Scaling your system to millions of users is a massive achievement—but what happens when a single server fails? If your platform goes dark, your scale doesn't matter. In this video, we move beyond just "handling load" and dive deep into Architecting for Resilience. We explore why Availability is the ultimate measure of trust in engineering. From the mathematical beauty of "The Nines" to the high-stakes world of multi-region redundancy and circuit breakers, we break down how to build systems that stay online even when the world is falling apart. What you’ll learn in this video: The Scaling Gap: Why availability is different from scaling and reliability. The Power of Parallelism: How to turn "unreliable" parts into a 99.9999% stable system. Failure Modes: Understanding the 4 culprits: Hardware, Software, Network, and Human Error. Redundancy Strategies: Active-Passive vs. Active-Active and the "Backhoe Scenario." High Availability Patterns: Load Balancing, Database Replication, Queue-Based Leveling, and the legendary Circuit Breaker. If you’re a software engineer, system architect, or a student preparing for system design interviews, this deep dive is for you. Chapters: 0:00 - Introduction: The Missing Piece 1:15 - Availability vs. Reliability 2:45 - The Mathematics of "The Nines" 4:30 - Series vs. Parallel Architecture 6:15 - Why Systems Fail (Hardware to Human Error) 8:00 - Active-Passive & Active-Active Redundancy 10:30 - Geographic Redundancy: Multi-Region & Multi-Cloud 12:00 - Layered Redundancy: Eliminating SPOFs 13:30 - Pattern 1: Load Balancing & Health Checks 15:00 - Pattern 2: Database Replication Strategies 16:30 - Pattern 3: Queue-Based Load Leveling 18:00 - Pattern 4: The Circuit Breaker Pattern 19:30 - Summary: The Availability Mindset Don't forget to Subscribe to Techinitializer for Part 3: Reliability! #SystemDesign #HighAvailability #SoftwareEngineering #CloudArchitecture #BackendDevelopment #Techinitializer