Mixpanel slashes memory estimation errors by 99% using AI‑refined modeling
Mixpanel overhauled its compaction pipeline memory estimator, replacing a fixed multiplier with a "last observed value" model refined via AI‑assisted labeling. The change cut median estimation error by 99%, eliminating out‑of‑memory crashes and freeing resources.