🔧 Ongoing Priorities (Engineering in Motion)

These are active or continuous engineering efforts focused on the reliability, maintainability, modularity, and security of the Obsrv platform. They ensure smooth operations, up-to-date software components, observability, and responsiveness to support needs.

#	Feature	🔍 Focus Area	🚧 Status	📝 Notes
1	🔧 Software Upgrades	Regular version upgrades for core stack components	Completed	Includes Flink, Druid, Trino, Hudi, Superset, Kafka, Kubernetes etc.
2	🛡️ Vulnerability Fixes	Regular OSS upgrades & CVE patches	Completed	Part of monthly security hygiene
3	👀 Dataset Observability	Track freshness, volume, schema drift	Completed	Adds alerting + insights into ingestion health
4	🔁 Data Replay	Reprocess historical data from the backup files	Completed	API’s are implemented only the UI workflows pending
5	🐞 Bug Fixes & Support	Ongoing issue triaging, regression fixes, and L2 support	Ongoing	Handled on-demand as issues arise; includes community and internal issue handling
6	🧠 Rule-based Auto Scaling (Pipeline & Query)	Auto-scale ingestion and query pods based on custom usage rules or schedules	Completed	Enables threshold-based scaling, cost control