Question 1

What does Evaal connect to?

Accepted Answer

Evaal connects to GitHub, Linear (or Jira), Slack, and Google Calendar via OAuth. Three OAuth clicks at setup; no professional services, no org structure mapping, no metric configuration.

Question 2

How does Evaal detect burnout?

Accepted Answer

Evaal correlates passive signals — after-hours commit patterns, declining review engagement, focus time eroding under meeting load — and flags risk when two or more signals cross a 2σ threshold. Burnout signals are reported privately to the manager only, never to HR, never to the engineer, never as individual scores to anyone else. Grounded in neuroscience research (Arnsten, 2009, Nature Reviews Neuroscience).

Question 3

Does Evaal train on customer code?

Accepted Answer

No. Evaal does not train any model on customer code, customer messages, customer tickets, or customer metadata. Customer data is never used to improve models that serve other customers.