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Catching up with OpenTelemetry in 2025

Dynatrace

To understand whats happening in todays complex software ecosystems, you need comprehensive telemetry data to make it all observable. With so many types of technologies in software stacks around the globe, OpenTelemetry has emerged as the de facto standard for gathering telemetry data. But, generating telemetry data is the easy part.

Tuning 310
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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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Using OpenTelemetry and AI-powered observability to eliminate open source data silos

Dynatrace

Although many companies adopt solutions such as OpenTelemetry, Prometheus, and Grafana as part of their observability strategy, they often confront a common data analysis problem: data silos. When teams, tools, and data are siloed, it’s harder for organizations to succeed. This leads to multiple tool-specific dashboards.

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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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Monitoring-as-code through Dynatrace’s Open-Source Initiative

Dynatrace

The addition of OpenTelemetry is especially helpful for organizations looking at embedding OpenTelemetry into their applications as their data will automatically enrich PurePath’s distributed trace data. Monitoring-as-code requirements at Dynatrace.

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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. To realize the benefits of open ecosystems, organizations must plan for ecosystem-level observability.

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What is? OpenTelemetry??An open-source standard for logs, metrics, and traces

Dynatrace

These are just a few of the open-source technologies you may encounter as you research observability solutions for managing complex multicloud IT environments and the services that run on them. Of these open-source observability tools, one stands out. Source: OpenTelemetry Documentation. What is telemetry data?