AI SDK Engineer
An AI SDK Engineer designs, builds, and maintains software development kits and integration libraries that allow developers to con…
Skill Guide
A set of engineering practices for managing software change by communicating impact through standardized version numbers, planned removal of features, and preserving functionality for existing users.
Scenario
You maintain a small npm or PyPI utility library with a public API. A bug fix and a new feature need to be released.
Scenario
You are the lead of a REST API team. A legacy endpoint (/api/v1/users) needs to be replaced with a new design (/api/v2/users) but must remain functional for 90 days.
Scenario
You are the architect for a cloud platform's SDK (e.g., AWS SDK). The SDK must support multiple service API versions, language-specific idioms, and a 2-year support window for major versions.
Use SemVer as the universal language for version numbers. Enforce Conventional Commits for automated changelog generation. Use dependency update tools to manage version drift. Contract testing ensures services remain compatible. API gateways can route and manage multiple API versions in production.
Consumer-Driven Contracts define compatibility from the client's perspective, preventing breaking changes. Choose a consistent API versioning strategy (URI path is most common for REST). Use a template to define deprecation timelines and communication channels. Adopt an LTS model to provide stability for enterprise users.
Answer Strategy
Test accountability, learning, and process improvement. The candidate should describe the incident concisely, take responsibility, explain the root cause (e.g., lack of contract tests), and detail the fix. Key is the process change: e.g., 'We instituted mandatory contract testing for all API changes and required sign-off from a consuming team before any endpoint modification.'
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