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The latest News and Information on Application Performance Monitoring and related technologies.

Full Session Simulation - Simulate Anything, Everything, Anywhere

Sep 4, 2025 By Swaminathan J In eG Innovations

Full Session Simulation is a powerful troubleshooting strategy. Have you ever been in a situation where everything on your dashboards looks green, but users are still encountering issues and raising support tickets?The cliche of “everything is fine on our side” moment is not just frustrating for everyone. It’s risky! Because when you can’t replicate what the user is experiencing, you’re flying blind.

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What is APM Tracing?

Sep 3, 2025 By Faiz Shaikh In Last9

APM tracing records the complete execution path of a request as it travels through your system, including database queries, external API calls, cache lookups, message queue events, and inter-service requests. Each step is captured with precise start and end timestamps, duration, and context such as service name, operation name, and relevant attributes. This lets you pinpoint where latency or errors originate without piecing together metrics and logs manually.

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Lessons from Building Datadog's Australian Datacenter

Sep 3, 2025 By Datadog In Datadog

Data sovereignty is crucial for businesses today, driven by government regulations and increasing customer demand for control over their online privacy and information. To better serve our Australian customers, Datadog recently opened our AP2 datacenter in Australia.

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Cost Controls and so Much More: Issue Detection Through Usage Analysis

Sep 3, 2025 By Datadog In Datadog

Keeping tabs on cloud spending across multiple organizations and vendors, including Datadog, can be tough and costly. If you're not tracking expenses, you're also missing other critical insights. The Flight Centre Travel Group (FCTG) faced this when moving to Datadog, needing to monitor costs across numerous organizations and over 180 Azure subscriptions. After a rapid migration, new cost reports quickly revealed more than just financial benefits. Unusual spending patterns often highlighted incidents, bugs, or security issues, offering early warnings about internal system problems.

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Bridging the Gap: Legacy Systems and Modern Observability

Sep 3, 2025 By Datadog In Datadog

Technology moves quickly and while the spotlight has shifted to dynamic, cloud-based systems, many organizations have legacy applications and infrastructure that they must maintain. In this fireside chat, Datadog’s Matt Moore (Principal Observability Strategist) will host James Flores (Enterprise Systems Engineer) at Australian Community Media to discuss their journey of modernization and bridging legacy systems with the cloud using a bit of ingenuity and observability.

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Bringing Observability to Claude Code: OpenTelemetry in Action

Sep 3, 2025 By Goutham Karthi In SigNoz

AI coding assistants like Claude Code are becoming core parts of modern development workflows. But as with any powerful tool, the question quickly arises: how do we measure and monitor its usage? Without proper visibility, it’s hard to understand adoption, performance, and the real value Claude brings to engineering teams. For leaders and platform engineers, that lack of observability can mean flying blind when it comes to understanding ROI, productivity gains, or system reliability.

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AI realism (part two)

Sep 2, 2025 By JD Trask In Raygun

Emotions are running high about AI technologies. In this 2-parter, I do my best to make a rational case for the state of AI, and how we can respond to it.

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Azure Data Factory Monitoring Integration

Sep 2, 2025 By Babu Sundaram In eG Innovations

Microsoft Azure Data Factory is a cloud-based data integration service provided by Microsoft Azure. It enables you to create, manage, and automate data workflows that move and transform data from different sources to various destinations. Essentially, ADF allows you to design, orchestrate, and manage data pipelines, making it easier to work with large volumes of data across on-premises and cloud environments.

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kubectl logs: How to View & Tail Kubernetes Pod Logs

Sep 1, 2025 By Favour Daniel In SigNoz

When debugging containerized applications in Kubernetes, kubectl logs serves as your primary command-line tool for accessing container logs directly. Understanding how to effectively retrieve, filter, and analyze logs becomes essential for maintaining application health and resolving issues quickly, especially in multi-container environments where correlation across services can make or break your troubleshooting efforts.

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How to Reduce Errors and Improve Reliability in High-Traffic Node.js Applications with APM?

Sep 1, 2025 By Mohana Ayeswariya J In Atatus

Node.js has become the go-to runtime for building modern, high-performance applications. Its event-driven, non-blocking I/O model makes it particularly well-suited for apps that demand speed and scalability, such as real-time chats, gaming backends, streaming platforms, fintech dashboards, and e-commerce systems. It’s no surprise that some of the world’s largest companies like Netflix, PayPal, LinkedIn, Walmart rely on Node.js to deliver services at scale.

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