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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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Catching up with OpenTelemetry in 2025

Dynatrace

As an open-source project, OpenTelemetry sets standards for telemetry data sets and works with a wide range of systems and platforms to collect and export telemetry data to backend systems. Profiling Profiling has always been a crucial aspect of performance monitoring, and its great to see OpenTelemetry catching up.

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Three ways to optimize open source contributions

Dynatrace

Because open source software (OSS) is taking over the world, optimizing open source contributions is becoming an essential competitive strategy. However, open source is not a panacea. These considerations are important if developers want to maximize the impact of their contributions to open source projects.

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Scale DevOps and SRE with open source Keptn

Dynatrace

Andreas Grabner, DevOps Activist at Dynatrace, took to the virtual stage at the recent Dynatrace Perform conference to describe how the open source Keptn project automates the configuration of observability tools, dashboards, and alerting based on service-level objectives (SLOs). Keptn lets developers keep their favorite tools.

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Using OpenTelemetry and AI-powered observability to eliminate open source data silos

Dynatrace

As a solution, teams often adopt open source observability tools like OpenTelemetry to gain situational awareness of their cloud-native environments. Open source observability tools help address cloud complexity. Using open-source tools to tame cloud complexity can lead to data silos.

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What is an open ecosystem? How an ecosystem strategy delivers open source benefits

Dynatrace

Today’s organizations are constantly enhancing their systems and services as new opportunities arise, inspiring new forms of collaboration while relying on open ecosystems and open source software. Open source software is an example of the value created in an open ecosystem.

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Surveying the Tides of Cloud-Native and Open Source Observability

DZone

We can plausibly say the enterprise development market turned the tide on cloud-native development in 2020, as most net-new software and serious overhaul projects started moving toward microservices architectures, with Kubernetes as the preferred platform.