Skip to main content

How would you design a custom reporting solution for your automation framework?

  • reporting
  • dashboards
  • test analytics

Answer it first, then compare. Nothing here is saved or scored.

Model answer

Components: (1) Test results collection via reporter API (Playwright reporters, JUnit XML). (2) Storage in a database or dashboard tool (Allure, ReportPortal, custom DB). (3) Visualization: pass/fail trends, flaky test tracking, execution time trends, failure categories. (4) Alerting: Slack/email for failures, weekly summary reports. (5) Screenshots and traces attached to failures for debugging. Key: make failures actionable, not just visible. Link failed tests to JIRA tickets automatically.

What interviewers listen for

  • Test architecture instincts
    You can defend why your suite is shaped like a pyramid, a trophy, or a honeycomb.
  • Locator discipline
    You rank selector strategies by stability and explain when to break the rule.
  • Flaky test ownership
    You debug to a structural fix instead of retry-until-green.
  • Parallelisation literacy
    You know how your framework isolates state, fixtures, and database access across workers.

See all 35 automation questions

Written by , Senior QA Automation Engineer, 50+ QA candidate interviews conductedLast updated July 2026