anti-patterns

To identify code anti-patterns like God Objects and Primitive Obsession, review your codebase for classes handling excessive responsibilities or basic types instead of domain objects. Fix these issues by applying refactoring techniques to distribute logic and encapsulate data properly.

Common event-driven architecture anti-patterns include Missing Idempotency, Missing Dead Letter Queues, Event Schema Coupling, and Temporal Coupling. Resolve these issues by ensuring idempotent message processing, implementing failure queues, and decoupling event schemas to improve system resilience.

Detect a distributed monolith during a microservice architecture review by checking for tightly coupled services, shared databases, and chatty communication. Address these architecture anti-patterns by decoupling service dependencies and isolating data storage to achieve true scalability.

The best way to review code for Magic Numbers and Shotgun Surgery is to search for unexplained literal values and track small code changes that require modifications across multiple files. Fix these anti-patterns by replacing literals with named constants and consolidating tightly coupled logic.

Yes, this approach addresses over-engineering and Big Ball of Mud architecture anti-patterns by identifying unnecessary complexity and lack of structural design. It provides detection methods and best practices to simplify software architecture and establish clear design boundaries.