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My GPU Filed for Remote Work

Notes from the Era of Elastic Compute

High-performance computing used to feel like engineering. You bought hardware, installed drivers, optimized kernels, and measured FLOPs with the quiet pride of someone who could explain cache hierarchies at parties.

agents that plan, decide, and act

Retries are a load multiplier, not a reliability fix

The standard justification for retries is simple: if a request fails due to a transient network glitch, sending it again will likely succeed. This logic holds true for a single, isolated client talking to a healthy service. In that narrow scenario, the retry…

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