Ops Signal Atlas

A field map of business analytics for developer operations insights — where each signal lives, who should own it, and which programme teaches the craft.

Developer workspace with code on screen

Layer one

Pipeline truth

Commit-to-production timestamps, flaky-test tax, and blocked merge queues. These feed Foundations first — you cannot brief executives on lead time until the clocks agree.

Open Foundations
Person studying notes beside a laptop

Layer two

Customer-visible wait

Support queues, refund tickets, and failed callback rates aligned to release notes. Incident Cost Mapping teaches the pound translation; Studio teaches which charts to retire.

Open Cost Mapping
Server room aisle with network lights

Ready to practise on your own timeline?

Browse the catalogue or write to the desk with a decision you cannot currently evidence.