Company
Date Published
Author
Christian Miller
Word count
2756
Language
English
Hacker News points
None

Summary

DevZero has evolved its logging system to enhance user experience and overcome infrastructure challenges, transitioning from a monolithic approach to a more streamlined, container-based architecture. Initially, logs were captured after command execution and stored in a SQL database, leading to inefficiencies like large data volumes, slow queries, and delayed user feedback. To address these issues, DevZero implemented a second SQL database for logs and introduced streaming to provide real-time updates. This was achieved through Server-Sent Events (SSE) and adjustments in daemon and control-plane components. Eventually, DevZero developed a dedicated logging service, logsrv, which processes logs through a queue system, simplifying the architecture and improving operational efficiency. This iterative process underscores the importance of good design and the benefits of having a single-purpose service, as the company continues to explore additional functionalities like search capabilities to meet growing customer demands.