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Idempotency Keys: What Stripe and Shopify Actually Do
Eight concurrent workers sharing one idempotency key turned a $49 order into $392 of real charges on PostgreSQL 17.6, and adding a FOR UPDATE row lock changed nothing at all. This walks through what actually prevents the double charge, measured at every step, and what Stripe's and Shopify's own documentation says rather than what gets repeated about them.
AdminAugust 10, 202613 min read
Reading a 2 GB file all at once doesn't run out of memory — it hits V8's 512 MB string limit first. Streams process it in flat memory instead. Here's the pipeline pattern, custom Transform streams, and backpressure, with the numbers measured on Node 22.
AdminAugust 3, 20266 min read
The EventEmitter pattern lets components in the same process react to the same event without being directly coupled — no message broker needed.
AdminAugust 3, 20266 min read
One file to guard every route — plus the Next.js 16 rename that moves it off the Edge runtime, the request-vs-response header trap that leaks user IDs to the browser, and the CVE that explains why this can never be your only auth layer.
AdminAugust 3, 20268 min read
Node.js runs on one CPU core by default. The cluster module lets you fork N workers across all cores — here's the pattern, graceful shutdown, IPC, and when PM2 makes it unnecessary.
AdminAugust 3, 20266 min read
Parallel routes let a single layout render multiple independent pages at once. Combine them with intercepting routes and you get URL-aware modals with zero hacks.
AdminAugust 3, 20267 min read
Server Actions collapse form handling into a single server function—no API route, no manual fetch, no useState for loading. Here's the pattern that replaces 80% of your mutation boilerplate.
AdminAugust 3, 20267 min read
Four caching layers, three revalidation APIs, and the Next.js 16 rename that turns everything you learned in 15 into the "previous model". Here's the complete mental model for data fetching in the App Router.
AdminAugust 3, 20268 min read
Most Node.js services drop in-flight requests on every deploy. Here's the complete pattern: SIGTERM handling, HTTP draining, queue cleanup, and Kubernetes integration.
AdminJuly 24, 202610 min read
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