Operations | Monitoring | ITSM | DevOps | Cloud

This Month in Datadog: Integrations for AI/LLM Tech Stacks, Serverless Monitoring Releases, and more

Datadog is constantly elevating the approach to cloud monitoring and security. This Month in Datadog updates you on our newest product features, announcements, resources, and events. This month, we put the Spotlight on a trio of serverless monitoring releases..

APM Today: Application Performance Monitoring Explained

Application Performance Monitoring (APM) is a technology approach that provides real-time information about how your software applications are performing. With a comprehensive view into application health and availability, APM can do things like: Both the importance and the usage of APM has grown in recent years. That’s because companies rely on increasingly complex applications to run their businesses. Here is what you need to know about Application Performance Monitoring.

What is Shadow IT? Will AI make this more challenging?

Shadow IT is a term used to describe IT systems, applications, or services that are used within an organization without the explicit approval, knowledge, or oversight of the IT department or the organization’s management. It typically arises when employees or departments adopt and use software, hardware, or cloud services for their specific needs without going through the official IT procurement or security processes.

OpenTelemetry Webinar: What is the OpenTelemetry API

The next in our series on OpenTelemetry fundamentals, this video is all about the #opentelemetry API, a part of the larger #cncf project to bring open standards to telemetry measuring, monitoring, and reporting. More about SigNoz: SigNoz - Monitor your applications and troubleshoot problems in your deployed applications, an open-source alternative to DataDog, New Relic, etc. Backed by Y Combinator.

Can you have a career in Node without knowing Observability?

”Isn’t Observability something for Ops to worry about?” I’ve heard this response more than once when talking about how developers should learn OpenTelemetry. I wanted to write this piece to show you how important and how easy it is to learn observability from day one as a coder.

Why You Need An Application Performance Monitoring Tool

As organisations strive to deliver seamless user experiences, maximise operational efficiency, and maintain a competitive edge, the need for comprehensive Application Performance Monitoring (APM) tools becomes increasingly evident. APM tools offer invaluable insights into the performance and behaviour of applications in real-time. They go further than the conventional monitoring approach by providing a holistic view of the entire stack, encompassing servers, databases and user interactions.

Best Practises For Application Performance Monitoring

Application performance monitoring (APM) tools have become a fundamental part of many organisations that wish to track and observe the optimal functioning of their web-based applications. These tools serve to greatly simplify the process through automation and allow teams to effectively collaborate to maximize efficiency, enabling you to reach the root cause of an issue before it reaches your customers.

The hidden impact of cache locality on application performance

My favorite technical experience from grad school was all the cool ways we were trying to squeeze every last bit of performance out of the IBM JVM (now called Eclipse OMR). The majority of such optimizations required an intricate understanding of how CPUs and memories look under the hood. But why is there such an impressive performance gain in padding objects with blank space to the closest multiple of 64 bytes and ensuring they always start at addresses that are exactly divisible with 64?

Top 11 Loki alternatives in 2023

Loki is a open source log aggregation tool developed by Grafana labs. It is inspired by Prometheus and is designed to be cost-effective and easy to operate. But Loki also has some limitations, and you might want to explore some Loki alternatives for your log analytics. In this article, we will look at 11 log management tools you can use as a Loki alternative. Loki is designed to keep indexing low. It does this by making use of labels.

Comparing Datadog and New Relic's support for OpenTelemetry data

OpenTelemetry is the future of Observability, APM, Monitoring, whatever you want to call ‘the process of knowing what our software is doing.’ It’s becoming common knowledge that your time is better spent gaining experience with an open, standardized system for telemetry than closed-source or otherwise proprietary standard. This truth is so universally acknowledged that all the big players in the market have made announcements of how they’re embracing OpenTelemetry.

OpenTelemetry Webinar: What *is* the OpenTelemetry API?

We've all read “OpenTelemetry is a collection of APIs, SDKs, and tools.” Okay, great, but which parts are APIs, what's the SDK, and which are the tools? And aren't there supposed to be some standards in there too? Join Nica and Srikanth Chekuri as we explore the OpenTelemetry API and how it fits into your Observability process.

Troubleshooting Spring Boot Microservices - A Real World Case Study

Today, I’ll cover Shift Left Monitoring: A Pathway to Optimized Cloud Applications and how left-shifted troubleshooting of Spring Boot code issues using observability tooling can avoid production issues, unnecessary costs and improve product quality. Shift-left is an approach to software development and operations that emphasizes testing, monitoring, and automation earlier in the software development lifecycle.

14,000+ GitHub stars, 4 Million Docker Downloads, in-context Logs and a Team Workation - SigNal 28

Welcome to the 28th edition of our monthly product newsletter - SigNal 28! Our team shipped many features and improvements last month. We also had an amazing team workation in Goa, India. Let’s dive in to see what humans at SigNoz were up to in the month of August 2023.

Sending and Filtering Python Logs with OpenTelemetry

While support for logging in the OpenTelemetry Python project is listed as 'experimental,' it's completely possible to send logs from your Python application. The Opentelemetry Collector has support for numerous existing logging systems, effectively exporting log data from wherever you were sending logs currently; you can also use the filelog receiver to tail and send logs from files. The only 'experimental' portion of the Python SDK is sending logs directly from code-level instrumentation.

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More about SigNoz: SigNoz - Monitor your applications and troubleshoot problems in your deployed applications, an open-source alternative to DataDog, New Relic, etc. Backed by Y Combinator. SigNoz helps developers monitor applications and troubleshoot problems in their deployed applications. SigNoz uses distributed tracing to gain visibility into your software stack. If you need any clarification or find something missing, feel free to raise a GitHub issue with the label documentation or reach out to us at the community slack channel.
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Part one: 7 must-know object-oriented software patterns (and their pitfalls)

Object-oriented (not orientated!) design is a fundamental principle of modern software engineering, a crucial concept that every developer needs to understand and employ effectively. Software design patterns like object-oriented design serve as universal solutions to common problems, across a range of instances and domains. As software engineers advance in their careers, they actually often start using these patterns instinctively, even without knowing it.