Tag: DevOps

Speed up CI builds by caching package manager dependencies between runs.

Process large datasets without loading everything into memory using Python generators.

Separate read and write operations for better scalability and simpler code.

Abstract data access logic behind a clean interface for testability and flexibility.

Use structured JSON logging for better searchability and analysis in cloud environments.

Share common code and dependencies across Lambda functions to reduce deployment size.