Anthropic’s Claude Outage Explained | Rate Limiting, Autoscaling & Load Shedding

Anthropic’s Claude went down twice within 24 hours after a massive traffic surge. But the AI model itself didn’t fail. The real problem happened at the system’s front door. In this video we break down what likely happened and explore three critical system design concepts that protect large-scale systems from traffic spikes: • Rate Limiting • Autoscaling • Load Shedding Using the Claude outage as a case study, you’ll see how modern systems defend themselves against cascading failures and traffic death spirals. Resources: - ByteMonk Blog: https://blog.bytemonk.io/ - System Design Course: https://academy.bytemonk.io/courses - LinkedIn: https://www.linkedin.com/in/bytemonk/ - Github: https://github.com/bytemonk-academy - AWS Summary: https://aws.amazon.com/message/101925/ ⏱️ TIMESTAMPS: 00:00 Claude went down twice in 24 hours 00:54 What actually happened during the outage 01:40 The real bottleneck: authentication and routing layer 02:28 The traffic surge death spiral explained 03:16 Layer 1: Autoscaling and why it was too slow 04:43 Layer 2: Load shedding to protect the system 06:16 Layer 3: Rate limiting to control the surge 07:19 How these three layers work together 08:16 monday.com (sponsored) 09:32 The bigger lesson: AI vendor lock-in risk 09:55 Multi-model architecture and fallback strategy 11:30 Key system design takeaways https://www.youtube.com/playlist?list=PLJq-63ZRPdBt423WbyAD1YZO0Ljo1pzvY https://www.youtube.com/playlist?list=PLJq-63ZRPdBssWTtcUlbngD_O5HaxXu6k https://www.youtube.com/playlist?list=PLJq-63ZRPdBu38EjXRXzyPat3sYMHbIWU https://www.youtube.com/playlist?list=PLJq-63ZRPdBuo5zjv9bPNLIks4tfd0Pui https://www.youtube.com/playlist?list=PLJq-63ZRPdBsPWE24vdpmgeRFMRQyjvvj https://www.youtube.com/playlist?list=PLJq-63ZRPdBslxJd-ZT12BNBDqGZgFo58 #SystemDesign #anthropicclaude #DistributedSystems #SoftwareEngineering