Mara Voss

Engineering Lead

Mara Voss

Mara leads the ingestion pipeline that turns a million events a minute into dashboards that never feel stale. She joined from a fintech where "realtime" meant "nightly at 3 a.m."

She cares about three things, in order: latency, readable code, and the quality of the coffee at the corner roaster on Harbor Lane.

Her team's running joke is that if a metric moves and Mara hasn't noticed within five minutes, it didn't happen.

Posts by Mara Voss

Why the overnight dashboard is costing you users

Batch analytics answers yesterday's questions. Here's what changes when your team sees product behavior in real time — and why waiting is the expensive option.

From 10k to 10M events: scaling your analytics bill

The event volume will grow. The bill shouldn't scare you. How Vireo plans usage tiers so growth is a milestone, not an invoice shock.