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How I built a flash-sale engine that can't oversell

BACKGROUND
1 SIGNALFIRST DETECTED 13 June 2026
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How the story developed
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25 Mar
How I Built a Two-Level Cache to Serve Millions of Lookups in Under a Millisecond

<p>Every high-traffic system eventually hits the same wall: your data store can't keep up. For us, the breaking point came when a simple product lookup — backed by Elasticsearch —

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26 May
The Treasure Hunt Engine That Broke Before the Traffic Did

<h2> The Problem We Were Actually Solving </h2> <p>We werent building a generic scale story; we were protecting a money-printing loop. The treasure-hunt engine awarded cash prizes

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28 May
The Veltrix Treasure-Hunt Engine Litmus Test

<p>The Problem We Were Actually Solving</p> <p>In 2024 we shipped the treasure-hunt engine for Veltrix at 2,300 concurrent sessions running 180,000 packets per second across 4 AWS

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29 Jun
I built an audit log that catches its own tampering - and proves it at scale, offline

<p>I built this project for the <strong>#H0Hackathon</strong> (Hack the Zero Stack with Vercel and AWS Databases). This post covers how I built it using Amazon DynamoDB and

REPORT · WHO · Dev.toOPEN STORY
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