@simukappu
Writing about system design, distributed systems, and AI at scale.
Technical writing collaborations, conference speaking, architecture discussions
May 5 · 28 min read · Some incidents look minor on paper. A small single-digit percentage of instances affected, in a single AZ. And yet the user-visible outcome is that more than half of the service's transactions stop wo
Join discussionApr 14 · 18 min read · Your system can handle 10,000 requests per second. But can it handle going from zero to 10,000 in one second? Peak traffic forces a design choice: what do you include in your scaling scope? Compute, d
Join discussionApr 7 · 17 min read · Every architecture decision is a bet. A bet that your constraints won't change, that your assumptions will hold, that the trade-off you're making today won't haunt you in two years. Since 2022, I've b
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