Data & AI industry questions, pay, benefits and experience · ZIWM

Public Data & AI industry questions, pay and benefits, career topics, and experience posts.

ZIWM · Latest public discussions in Data & AI

  1. LLM API cost monitoring best practices

    tech-data-ai

    LLM API cost is one of those production problems that looks small until the first real usage spike. A demo can run for a week and cost almost nothing. Then someone connects it to support tickets, batch processing, or an…

    2026-06-05T13:28:56.328Z

  2. Why business dashboards lose trust and how we fixed ours

    tech-data-ai

    One dashboard I inherited was technically correct and still useless. Sales used one number, finance used another, and ops had a spreadsheet that everyone secretly trusted more than the BI tool. The fix started with a me…

    2026-06-04T21:47:28.797Z

  3. The model was fine. The feature table was not.

    tech-data-ai

    I spent a week chasing a model issue that turned out to be a data issue. Offline metrics looked decent, but production scores jumped around because one of the daily aggregates landed late on Mondays. The useful fix was …

    2026-06-03T15:57:00.258Z