Anand contributed to the apache/polaris and renovate-bot/apache-_-polaris repositories by building features that enhanced observability, auditability, and metrics persistence in cloud-native Java backends. He implemented AWS STS session tagging for end-to-end tracing of catalog operations, introducing trace identifiers and feature-flagged controls to balance performance and traceability. Anand also designed and delivered a backend-agnostic metrics persistence subsystem, including a JDBC-based storage layer and schema versioning support, enabling accurate time-series reporting and extensible data models. His work involved Java, SQL, and AWS, with a focus on robust API design, database management, and test-driven development to ensure correctness and maintainability.