3 articles in this category
Efficient pipeline design is mostly a set of decisions about bytes scanned, work repeated, and failures survived. Here is how I reason through them, with the arithmetic shown.
The requirement was 100K rps. The work was arithmetic, a stateless tier, a cache that absorbs most of it, and a long list of things that break before the CPU does.
OpenCodeHub is an open-source, self-hosted GitHub alternative built with Astro, TypeScript, and Drizzle ORM. Features SSH, stacked PRs, CI/CD pipelines, and AI code review — on your own server.
