InterviewStack.io LogoInterviewStack.io

Automation Testing and Debugging Questions

Focuses on methods and tooling for testing and debugging automated scripts and applications across environments and layers. Includes diagnosing flaky tests, analyzing test failures, reading and interpreting logs, setting breakpoints, using browser developer tools, capturing screenshots and video recordings, and using remote debugging approaches. Covers systematic root cause analysis to determine whether failures stem from test code, application code, environment or infrastructure, and strategies for isolating problems such as component level testing and reproducible minimal examples. Addresses cross layer troubleshooting across frontend, application programming interface, database and network components as well as platform specific testing considerations such as emulator versus real device behavior and mobile device operating system differences. Also includes best practices for test design, logging and monitoring, making test failures actionable for developers, and troubleshooting automation within continuous integration and continuous delivery pipelines and shared environments.

MediumTechnical
39 practiced
Implement a pytest fixture or plugin in Python that captures a screenshot and an HTML dump whenever a Playwright-based test fails. Requirements: save artifacts under /tmp/test-artifacts/<run-id>/<test-name>/, include timestamped filenames, and ensure the hook works whether running locally or in CI. Provide the key code snippets.
MediumTechnical
27 practiced
Explain remote debugging techniques for a failing test that runs inside a short-lived Kubernetes pod. Include how you would: port-forward to a process, attach an interactive debugger, create an ephemeral debug pod with the same image and mounted volumes, capture logs, and add a sidecar to collect artifacts. Discuss security considerations.
HardTechnical
27 practiced
How would you build a culture and processes to treat flaky automated tests as production-quality issues? Propose incentives, ownership models, workflows, and metrics that encourage developers to own tests and reduce flakiness over time. Include how SREs and QA contribute.
HardSystem Design
27 practiced
Design an end-to-end automated testing architecture for a microservices platform that includes: unit/component tests per service, consumer-driven contract tests, integration tests, and cross-service E2E tests. Requirements: scale to hundreds of services, run full regression within 30 minutes, provide isolation between services, aggregate results, and automatically detect flaky tests. Sketch components, orchestration model, sharding/parallelization approach, artifact storage, and ownership/feedback loops.
MediumTechnical
26 practiced
You must decide between mocking external HTTP APIs, running service virtualization, or adding full integration tests to stabilize CI. Explain pros/cons for each approach from an SRE viewpoint and provide a hybrid strategy that balances test stability and the ability to catch integration regressions.

Unlock Full Question Bank

Get access to hundreds of Automation Testing and Debugging interview questions and detailed answers.

Sign in to Continue

Join thousands of developers preparing for their dream job.