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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. link] Metaflow is a full-stack framework for data science that we started developing at Netflix over four years ago and which we open-sourced in 2019.

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Running the OpenTelemetry demo application with Dynatrace

Dynatrace

OpenTelemetry is an exciting open source observability standard that provides a common collection of tools, APIs, and SDKs to help collect observability signals. The demo has been in active development since the summer of 2022 with Dynatrace as one of its leading contributors. OpenTelemetry demo application architecture diagram.

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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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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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An Unbelievable Demo

Brendan Gregg

This is the story of the most unbelievable demo I've been given in world of open source. While I was busy writing and publishing advanced performance tools using DTrace (my open source [DTraceToolkit] and other [DTrace tools]), I noticed something odd: I was producing more DTrace tools than were coming out of Sun itself.

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An Unbelievable Demo

Brendan Gregg

This is the story of the most unbelievable demo I've been given in world of open source. He was kind enough to give me a quick demo anyway. He gave me a path to start looking under, and after a bit of searching I found the directory with all the tools he had been demoing. You can't make this stuff up.

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Testing Your Monitoring Configurations

DZone

This is what the open-source LogGenerator (aka LogSimulator ) does. I created the LogGenerator a couple of years ago, having addressed the same challenges before and wanting something that would help demo Fluentd configurations for a book ( Logging in Action with Fluentd, Kubernetes, and more ).