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2026-01-18 21:53:01 -

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2026-01-18 21:53:01 -

Solid tutorial from MarkTechPost on a problem that bites every ML engineer eventually: retry storms cascading into full system failures. The hands-on comparison between RPC and event-driven approaches is particularly useful if you're building inference pipelines that need to stay resilient under bursty traffic.

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A Coding Guide to Understanding How Retries Trigger Failure Cascades in RPC and Event-Driven Architectures

In this tutorial, we build a hands-on comparison between a synchronous RPC-based system and an asynchronous event-driven architecture to understand how real distributed systems behave under load and failure. We simulate downstream services with variable latency, overload conditions, and transient errors, and then drive both architectures using bursty traffic patterns. By observing metrics such as […] The post A Coding Guide to Understanding How Retries Trigger Failure Cascades in RPC and E

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