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Notes from the edge of scale

Deep-dives on rate limiting, load shedding, performance, and keeping APIs fast under pressure.

Cover illustration for Why you shouldn’t use Redis as a rate limiter: Part 1 of 2
Architecture Medium

Why you shouldn’t use Redis as a rate limiter: Part 1 of 2

A tour of the common Redis-based rate limiter implementations — and the correctness and performance traps each one hides.

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Cover illustration for Auto-Scaling Won’t Save You
Reliability Substack

Auto-Scaling Won’t Save You

The myth of infinite serverless scale — why adding machines doesn’t fix overload, and what to do instead.

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Occasional, practical writing on building systems that stay fast under load.

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