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Code Quality and Engineering Practices Questions

Addresses practices for maintaining and improving code quality while delivering features. Topics include code review standards, testing strategies such as unit testing, integration testing and end to end testing, test automation, continuous integration and continuous delivery, static analysis and linting, refactoring practices, and technical debt management. Also covers how to balance shipping speed with long term maintainability, how to measure quality and when to prioritize debt repayment versus new work, and how to communicate quality tradeoffs to nontechnical stakeholders.

HardTechnical
46 practiced
A service repeatedly causes production regressions. Create a remediation plan with short-term mitigations to stop the bleeding, medium-term refactors to reduce risk, and long-term systemic quality improvements (tests, observability, runbooks). Include rough cost estimates and success criteria.
MediumTechnical
51 practiced
Write a small Python script (<= 40 lines) appropriate for a pre-commit hook that rejects commits containing TODO comments lacking an associated issue number in the format "TODO(#1234)". Show key logic and explain where and how you would deploy this hook in the repository.
EasyTechnical
45 practiced
You are onboarding a junior engineer. Create a practical code review checklist (at least eight items) they should use for backend pull requests. Include accuracy, tests, documentation, security, performance, readability, dependency changes, and backward-compatibility checks. Explain why each item is important.
HardTechnical
49 practiced
For a polyglot codebase, describe the selection criteria and evaluation process you'd use to pick a static-analysis / SAST tool. Include technical, organizational, and cost considerations, and outline a pilot and rollout plan for a 200-engineer organization.
MediumTechnical
55 practiced
How would you structure performance reviews and career-development conversations to encourage engineers to improve code quality and take ownership of technical debt? Provide examples of goals, metrics, and promotion criteria that fairly incorporate quality work.

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