Aisvarya Sampath Kumar is an Application Support Analyst specializing in real-time, data-intensive applications in the energy sector. Her experience spans real-time energy systems, application reliability, operational software, Python, SQL, Oracle, PostgreSQL, Linux, system integration, and monitoring. Her technical interests include cloud-native application reliability, real-time data systems, observability, distributed systems, and dependable production software.
Some of the most difficult production issues do not start with a failed service. The application is running, the database is reachable, requests are completed successfully and the monitoring dashboard is green ...