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Grafana is a visualization tool that allows you to see and analyze all of your metrics in one unified dashboard. Grafana can pull metrics from any source, display that data, and then enable you to annotate and understand the data directly in the dashboard. Grafana dashboards are designed to allow you to visualize information in a ton of ways, from histograms and heatmaps to world maps. Grafana also has an alerting feature that can communicate with you through Slack, PagerDuty, and more.

One of Kubernetes' killer features is its ability to seamlessly update applications no matter how large your deployment is. Did a developer make a code change, and now you need to update a thousand running containers? Just run kubectl apply -f manifest.yaml and watch as Kubernetes replaces each outdated pod with the new version.

The new law, SB 253, aims to bring more transparency and accountability to the public about how big businesses contribute to climate change. It also hopes to encourage companies to reduce their emissions and align with the state’s ambitious climate goals. By 2030, California plans to lower its greenhouse gas emissions by 40% below what they were in 1990.

Continuous integration (CI) is the process of integrating changes from multiple contributors to create a single software project. A key component for a smooth CI pipeline is testing. Tests prove that the code does exactly what it says on the tin and that it’s safe to merge the code into the central repository. Tests also anticipate edge cases and ensure that the code handles such cases in a deterministic manner.