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How Kubernetes DNS Works (and How to Debug “Name Resolution Failed” Errors)

 Towards AI

Every Pod in your cluster is quietly asking a built-in phonebook for directions, thousands of times a day. Here’s what happens when that phonebook stops answering. Cross-namespace communication break...

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Continuous Batching: Why Your GPU Waits for the Slowest Request

 Towards AI

A static batch runs until its slowest request finishes, and the GPU bills you for every step it spends on requests that already ended. Continue reading on Towards AI

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Guardrails and Observability for a Production LLM Feature on AWS

 Towards AI

Shipping an LLM feature is easy. Running one in production is not. Continue reading on Towards AI

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