The Architecture Behind a 6,000% Throughput Improvement at Hertz
How CQRS, CDC-powered caching, and Kinesis streaming took Hertz's rate engine from 300 RPS at 3s latency to 3,000+ reads/sec at p95 under 30ms.
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Articles tagged with #architecture
How CQRS, CDC-powered caching, and Kinesis streaming took Hertz's rate engine from 300 RPS at 3s latency to 3,000+ reads/sec at p95 under 30ms.
Inside the architecture of a 35-agent AI coding swarm: two machines, 5-layer memory, 6,500+ runs, and every failure along the way.
Most DevOps problems aren't DevOps problems. They're people problems — someone got excited about Kubernetes before they had a second service, or someone hand-configured a production server and left on vacation. I've watched teams spend weeks building...
The Week I Stopped Coding: Orchestrating an Army of AI Agents Last week, a profound shift occurred in my work: I stopped coding. Let me be clear—I didn’t stop building software, but the very act of coding itself ceased to be my primary engagement. Th...