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Plan & Code (PC)
Propose a method to ensure API documentation (e.g., OpenAPI spec) is automatically updated and version-controlled whenever a code change is merged. Detail the pipeline step that extracts the documentation and commits the new version to a separate repository.
Define InnerSource and its cultural benefits for a large enterprise. Detail one specific Git workflow change (e.g., internal pull requests) that facilitates the sharing of code between distinct, independent teams.
Design a comprehensive Git branching strategy for a medium-sized application team. Detail the purpose of four distinct branches (e.g., main, develop, feature/*, release/*), the appropriate merge direction for each, and the specific event that triggers a merge from release to main.
Design an automated system that analyzes a Pull Request and automatically assigns specific reviewers (e.g., Security Expert, Database Specialist) based on the files modified. Specify the tool or logic required to implement this.
Propose a process for tracking and prioritizing Technical Debt within a DevOps environment. Detail how to assign a business value or risk score to technical debt to ensure it is included in sprint planning alongside new feature development.
Compare a Monorepo and Polyrepo architecture for an organization with 15 different microservices. Recommend the best approach based on code sharing, build complexity, and access control needs.
Describe a Gated Check-in process where developers cannot merge code until specific automated checks are passed. List 4 mandatory checks (e.g., unit test pass, style compliance) and the penalty for bypassing the gate (e.g., automatic revert).
Outline 3 techniques (e.g., multi-stage builds, slimming base images) for reducing the final size of a production-ready Docker container image. Explain how smaller image size improves security and deployment speed.
Explain the role of Dependency Injection (DI) frameworks in simplifying the testing and deployment of microservices. Describe how DI facilitates easier switching of configuration/dependencies between the local development and production environments.
Develop a policy for keeping technical documentation (e.g., API specifications, system architecture) up-to-date in a fast-moving DevOps environment. Recommend linking documentation directly to the code repository (Docs-as-Code) and specify a mandatory review cadence.
Describe the formal procedure for initiating and managing a Code Freeze period (e.g., before a major holiday or peak season). Specify the mandatory checks required for a 'critical security bug fix' to be granted an exception to the freeze.
Establish a clear definition of Code Ownership for a large application with multiple teams. Explain how ownership is tracked in the version control system (e.g., using CODEOWNERS files) and how this relates to incident response (who gets paged).
Define the standard structure of a Conventional Commit message (e.g., type(scope): subject). Explain two specific benefits this structure provides to the DevOps team, particularly in relation to automated release notes and versioning.
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Explore curated prompts that help you think less and create more — faster, smarter, and effortlessly. Discover ideas instantly, stay focused on what matters, and let creativity flow without the guesswork.
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