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Akshay Kakoriya

Writing

Notes from the unhappy path.

Integration, reliability, and the AI systems being built on top of them — written from the incident, not the pattern.

  1. 5 min read

    Autoscale is a lagging indicator

    What a storm taught me about scaling a customer platform: the metric you scale on is already late, and the cheapest fix is the read you stop serving.