AI BriefingMonitoring Dev-Ops Productivity (with Devlake, Grafana)
Key point
Shares the experience of building a DORA metrics-based dev and ops productivity dashboard using Devlake and Grafana.
Details
To measure the efficiency of DevOps, we utilize Google Cloud's DORA metrics. This indicator consists of productivity metrics such as deployment frequency and change lead time, and stability metrics such as change failure rate and time to restore service.
After comparing Compass, Sleuth, and Apache Devlake as tools for measuring productivity, we ultimately chose Devlake, which offers a high degree of customization freedom and low cost. Devlake collects information from various data sources such as Jira, GitHub, and Jenkins, and stores it in MySQL.
The built infrastructure is based on EC2 and RDS, and we implemented an environment where data collected by Devlake is visualized in Grafana, enabling real-time monitoring of DevOps productivity.
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