DynamoDB with dynamodb-toolbox v2

Type-safe DynamoDB interactions with Entity and Table abstractions for single-table design.

When to Use DynamoDB

✓ Use when:

• Access patterns are known upfront and stable
• Need predictable sub-10ms performance at scale
• Microservice with clear data boundaries
• Willing to commit to single-table design

✗ Avoid when:

• Prototyping with fluid requirements
• Need ad-hoc analytical queries
• Team lacks DynamoDB expertise
• GraphQL resolvers drive access patterns

DynamoDB inverts the relational paradigm: design for known access patterns, not flexible querying.