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Advanced Infrastructure & Distributed Systems: Architectural Deep Dive into High-Performance Webhook Ingress

Webhooks started as simple fire-and-forget HTTP POST requests. They are now a backbone of event-driven architectures, and the major providers deliver them at very large volume.

  • Webhooks evolved from simple HTTP POST to critical event-driven component
  • Resilient ingestion requires durable execution engines like Temporal or AWS Step Functions
  • Compression algorithms Brotli and Zstandard optimize high-volume webhook processing

Distributed Cron Jobs

Regular cron runs on one server. What happens when you have 10 servers? Each runs the job 10 times. That's a problem. The Problem Single server cron: ✅ Job runs once at 2am 10-server fleet: ❌ Job runs…

  • Designate one machine as scheduler node to run all cron jobs
  • Implement leader election using etcd or ZooKeeper for redundancy
  • Use distributed locks in Redis with 5-minute TTL to prevent duplicates

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