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Open-Sourcing a Monitoring GUI for Metaflow

The Netflix TechBlog

Open-Sourcing a Monitoring GUI for Metaflow, Netflix’s ML Platform tl;dr Today, we are open-sourcing a long-awaited GUI for Metaflow. The Metaflow GUI allows data scientists to monitor their workflows in real-time, track experiments, and see detailed logs and results for every executed task.

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The road to observability with OpenTelemetry demo part 1: Identifying metrics and traces

Dynatrace

OpenTelemetry, the open source observability tool, has emerged as an industry-standard solution for instrumenting application telemetry data to make it observable. OpenTelemetry is a free and open source take on observability. Especially if you have custom applications that rely on APIs to integrate with other services.

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Testing Your Monitoring Configurations

DZone

Monitoring is a small aspect of our operational needs; configuring, monitoring, and checking the configuration of tools such as Fluentd and Fluentbit can be a bit frustrating, particularly if we want to validate more advanced configuration that does more than simply lift log files and dump the content into a solution such as OpenSearch.

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The road to observability with OpenTelemetry demo part 2: OpenTelemetry configuration and instrumenting applications

Dynatrace

OpenTelemetry , the open source observability tool, has become the go-to standard for instrumenting custom applications to help software developers and operations teams understand what their software is doing and where it’s running into snags. We also introduced our demo app and explained how to define the metrics and traces it uses.

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AWS observability: AWS monitoring best practices for resiliency

Dynatrace

These resources generate vast amounts of data in various locations, including containers, which can be virtual and ephemeral, thus more difficult to monitor. These challenges make AWS observability a key practice for building and monitoring cloud-native applications. AWS monitoring best practices. Automate monitoring tasks.

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Feature flags done right with the OpenFeature initiative and Dynatrace

Dynatrace

Because it’s open source, OpenFeature eliminates the need for organizations to build their own proprietary SDKs and APIs. This open source approach to managing feature flags simplifies and accelerates release cycles and enables teams to automate releases at scale. Experience OpenFeature with Dynatrace.

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DevOps engineer tools: Deploy, test, evaluate, repeat

Dynatrace

Version control system and source code management with end-to-end DevOps platform and cloud-hosted Git services. Open source CI/CD pipeline tool with extensible server automation for distributed builds and scaling. Open source automated browser and testing tool. Open source software containerization platform.

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