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Observability is about providing visibility into the internal states of systems and applications. Most commonly it is based on logs, metrics and traces. Identifying and resolving issues through comprehensive data collection and analysis ensures the resiliency of complex systems.

Thumbnail of an article about Data visualization in observability apps: From design to code
OBSERVABILITY

Data visualization in observability apps: From design to code

Big data, complex information sets, metrics, evaluations, scales, parameters, measurements, analytics, and ratings - can we actually see these abstracts with human eyes? This is where data visualization steps in, transforming abstract concepts into clear visuals that can reveal patterns and insights.
Multiple authors

Multiple authors

Thumbnail of an article about Explainer on instrumentation with OpenTelemetry
OBSERVABILITY

Explainer on instrumentation with OpenTelemetry

By leveraging OpenTelemetry for instrumentation, you can address observability concerns in your application while keeping the implementation vendor neutral and choose monitoring or distributed tracing systems later.
Łukasz Romanowski

Łukasz Romanowski

Thumbnail of an article about The essence of Application Performance Monitoring (APM) - metrics, insights, and benefits
OBSERVABILITY

The essence of Application Performance Monitoring (APM) - metrics, insights, and benefits

This article dives into the essence of APM, highlighting its purpose, significance, and the real business benefits it brings along. Discover key APM metrics and a guide to what to pay attention to.
Karolina Kamińska

Karolina Kamińska

Thumbnail of an article about The crucial role of machine learning metadata and its influence on content embeddings
OBSERVABILITY

The crucial role of machine learning metadata and its influence on content embeddings

Explore the realm of content embeddings, a crucial concept in machine learning that transforms complex data into a format that machines can efficiently process. Through improving data quality, providing contextual relevance, and enabling feature engineering, metadata is shown to be a crucial element in the development of advanced AI systems.
Katarzyna Hewelt

Katarzyna Hewelt

Thumbnail of an article about What is network performance monitoring?
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What is network performance monitoring?

This article explains what network performance monitoring is, how to use it, and which aspects of a network should be monitored.
Karolina Rusinowicz

Karolina Rusinowicz

Thumbnail of an article about OpenTelemetry for reliability and control: Aperture
OBSERVABILITY

OpenTelemetry for reliability and control: Aperture

With the rise of cloud computing it became easier to create complicated distributed systems based on microservices. With this came the need to monitor the statuses of the deployed services and many tools and technologies were created to do that.
Daria Bialobrzeska

Daria Bialobrzeska

Thumbnail of an article about IT infrastructure monitoring — everything you need to know
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IT infrastructure monitoring — everything you need to know

IT infrastructure is a collection of components required to manage and operate an organization's IT environments. An IT infrastructure is used to support the management of a company or public institution.
Joanna Stawiarska

Joanna Stawiarska

Thumbnail of an article about A guide to using OpenTelemetry Operator for Kubernetes
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CLOUD

A guide to using OpenTelemetry Operator for Kubernetes

Observability is a key part of modern cloud computing. OpenTelemetry helps by automatically keeping track of how different parts of your system communicate. Think of it like a dashboard for all your microservices. One standout feature? Auto-instrumentation. It does a lot of the setup work for you. But how do you use OpenTelemetry in Kubernetes? That's where the OpenTelemetry Operator comes in.
Tomasz Gromowski

Tomasz Gromowski

Thumbnail of an article about Microservices Security Monitoring: ensuring optimal protection and performance
OBSERVABILITY
SOFTWARE DEVELOPMENT

Microservices Security Monitoring: ensuring optimal protection and performance

In the digital age, the security of microservices has taken center stage. As businesses pivot towards microservices architectures, it becomes crucial to address the security challenges that arise with their popularity. However, identifying security threats isn’t possible without adequately designed and continuously carried monitoring. Read this article and join us as we delve into the significance of microservices security monitoring, exploring key strategies and tools that enable organizations to maintain the integrity and resilience of their microservices-based applications.
Alex Bykow

Alex Bykow

Thumbnail of an article about Reliability engineering — its significance and key principles
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SOFTWARE DEVELOPMENT

Reliability engineering — its significance and key principles

Choosing a product or a service to buy is a complex process. Your own tastes play an important role, of course, but very often product reliability is what impacts your decision most of all. It is especially important when you are looking at something that can potentially serve you for many years to come. Nobody likes spending a ton of money on a device that works right now but will fail in a couple of months. However, we can all agree that nothing lasts forever. Any product or system can fail, which is why warranties exist.
Krzysztof Sajna

Krzysztof Sajna

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