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Engineering writing about decisions actually made, drawn from the real architecture and its documented reasoning.

  • Why we didn't use Hyperdrive

    Workers can reach PostgreSQL over raw TCP. Hyperdrive is a pooling optimization, not a prerequisite — and looking for it surfaced a sharper bug.

    • architecture
    • cloudflare
    • postgresql
  • Adaptive prefix buckets: how one keystroke becomes ten suggestions

    AutoSugges compiles every list ahead of time into 2-to-5 character prefix buckets, so a keystroke is one KV read against pre-ranked results, never a live scan.

    • architecture
    • search
    • compiler
  • The cache can never come before the meter

    AutoSugges enforces resolve, authorize, meter, then cache, in that order, at the type level — a pipeline checking the cache before metering does not compile.

    • architecture
    • edge
    • billing
Blog — AutoSugges