Operations | Monitoring | ITSM | DevOps | Cloud

November 2024

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Going Beyond CloudWatch: 5 Steps to Better Log Analytics & Analysis

Amazon CloudWatch is a great tool for DevOps engineers, developers, SREs, and other IT personnel who require basic Amazon Web Services (AWS) log processing and analytics for cloud services and applications deployed on AWS. However, most developer teams will ultimately need more logging functionality than a basic AWS log analyzer like Amazon Cloudwatch can provide. For example: That's why, although CloudWatch may be one tool in your log analytics strategy, it probably should not be the only one.
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What Do DevOps Professionals Really Mean When They Talk About Kubernetes (K8s)?

In the world of DevOps, Kubernetes (K8s) is more than just a tool for managing containers-it's the backbone of modern infrastructure. When DevOps teams mention Kubernetes, they're referencing its vast capabilities, which extend far beyond basic container orchestration. They're talking about its ability to manage scaling, automation, networking, and security across complex, distributed systems. In this article, we'll explore what DevOps pros really mean when they discuss Kubernetes, highlighting the core features that make it a cornerstone of the DevOps ecosystem.

Optimizing Database Performance with MurmurHash and Atatus Monitoring

Atatus database monitoring takes you to the next level by offering comprehensive tools to track query performance, uncover bottlenecks, and optimize database efficiency. A core feature of our database monitoring is query signatures, where we leverage MurmurHash to generate unique, consistent identifiers for normalized SQL queries. This enables efficient aggregation and analysis of query metrics, even for complex workloads.

Navigating high-traffic events with proactive incident management

In this episode of "Founder & Friends," Raygun co-founder & CEO JD Trask sits down with Birol Yildiz, co-founder & CEO of ilert, the incident management platform. We're excited to sit down with Birol and hear about his experience in the tech industry, including how ilert came to life with their mission to support teams during high-stakes moments.

Observability to Generative AI: Journey in Evolving IT Operations

For those of us managing the ever-evolving IT infrastructure, the days of simple cause-and-effect relationships are long gone. A performance dip in one application might affect microservices, destabilizing the systems. Alerts – flood in, logs – pile up, and even the most sophisticated monitoring dashboards often leave asking: Where do we even begin?

Azure VM cost optimization to maximize savings

Azure Virtual Machines (VMs) offer a powerful and scalable way to run workloads in the cloud. However, their flexibility comes with a cost that can quickly spiral out of control if not managed effectively. This blog will guide you through understanding your Azure VM costs, explore best practices for optimization, and introduce a powerful tool “Turbo360” to help you save even more.

Real World Journey's with Graylog

Join an engaging panel discussion featuring Graylog customers as they share their experiences and lessons learned on their journey with Graylog. Moderated by Mark Brooks, Graylog's Customer Success Officer, the panel will explore diverse use cases, the process of evaluating SIEM solutions, managing complex environments, and the unique advantages of leveraging open-source technology. Gain valuable insights from real-world implementations and discover how these organizations optimized their security operations using Graylog.

Causes of Data Center Outages and How to Overcome Them

In the interconnected world we live in today, data centers are crucial to all things web-based. However, these essential facilities often experience outages, which are disruptive for businesses and result in losses of millions of dollars and a damaged reputation. The Uptime Institute is an independent authority that reports on data center availability, and it has useful data about why some outages occur and their consequences.

The CloudFront solution with CloudSpend: Simplifying cloud cost management

Amazon CloudFront cost management Cloud services have revolutionised how businesses operate, with Amazon CloudFront leading the charge in delivering content seamlessly. But as convenient and powerful as CloudFront is, managing its costs can sometimes feel like trying to solve a jigsaw puzzle in the dark. That’s where CloudSpend steps in—a tool designed to provide clarity and control over CloudFront expenses.

System availability and performance: Trends observed in 2024

When it comes to ensuring system availability and performance, the stakes have never been higher. Let's start with two important statistics: Simply put, outages can be mitigated but not avoided. Depending on your business' scale, a crimped network cable is all it takes to crumble your reputation with your customers. Let's explore the common threats you'll face when it comes to managing your IT infrastructure.

The new "toMatchAriaSnapshot" assertion and Aria in Playwright

Dive into the latest Playwright 1.49 release with Stefan Judis, Playwright ambassador, as he discusses "toMatchAriaSnapshot", a new assertion for end-to-end page validations. In this video, Stefan discusses using recommended Playwright locators, the importance of ARIA and accessibility in end-to-end testing and demonstrates the new "toMatchAriaSnapshot" assertion.

Top 5 AWS automations to enhance cloud operational efficiency

As cloud computing continues to dominate IT infrastructures, automation has emerged as a critical tool for enhancing operational efficiency, especially within platforms like AWS. By automating routine tasks and workflows, organizations can reduce the need for manual intervention, minimize human errors, and accelerate deployment cycles. Automation also plays a vital role in resource optimization.

Internet Keeps Disconnecting? Causes & Fixes for Internet Disconnection

Few things are more frustrating than a constantly disconnecting Internet connection, especially when you're in the middle of work, streaming, or an important video call. While the occasional hiccup is normal, frequent disconnections can disrupt your productivity and strain your patience. If you've found yourself wondering, "Why does my Internet keep disconnecting?" you're not alone.

The Top 8 Dark Web Monitoring Tools

The dark web is an unindexed and often misunderstood section of the internet. It operates beneath the surface of the traditional web, accessible only through specialized browsers like Tor or I2P. While the dark web has legitimate uses-such as supporting privacy and freedom of expression in oppressive regimes-it also harbors illicit activities, such as selling stolen data, distributing malware, and organizing cyberattacks. For organizations and individuals alike, dark web monitoring is essential in proactively addressing potential threats before they escalate.
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You've finally decided to look beyond Solution Manager - here's what you have been missing

The end is near! That's right, mainstream support for SAP ECC will be ending in 2027. While this is fairly well known what is less obvious is that this also includes support for SAP Solution Manager. Let's be honest though, the functional end of life for Solution Manager happened quite a while ago.

Optimize cloud costs and performance with CloudSpend's Recommendations report

Managing cloud costs and maintaining high performance across multi-cloud environments can be challenging. The Recommendations report in ManageEngine CloudSpend is designed to simplify this process, offering tailored insights for AWS, Azure, and GCP accounts. With the right recommendations in place, CloudSpend helps you reduce unnecessary spending, bolster your cloud infrastructure’s reliability, and enhance security.

What is budgeting and forecasting in cloud cost management?

CloudSpend Budgets- Rightsize resource The cloud is the backbone of most businesses’ IT. This model for computer data storage is flexible, scalable, and provides incredible possibilities for growth. But with great power comes great responsibility—or, in this case, great bills. Managing cloud costs can feel like you are trying to control a growing wildfire, especially as businesses scale up.

Understanding script errors and how to resolve them

Nothing is more frustrating for users than navigating a website only to encounter errors that interrupt their journey. Script errors, a common issue in web applications, are particularly challenging because they provide minimal information for diagnosis, showing only a cryptic "Script error" message in the browser console. Let's explore what script errors are, their common causes, and how you can resolve them effectively.

Lessons from Microsoft's office 365 Outage: The Importance of third-party monitoring

When your software powers productivity for millions of users, trust becomes your ultimate currency. Trust is earned through transparency, clear communication, and unwavering reliability—especially when disruptions occur. Microsoft learned this lesson recently during a significant outage that took down two of its flagship services: Outlook and Teams.

Azure Cost Per Resource: Effectively manage Azure costs with Turbo360

Azure offers diverse cloud resources that empower businesses, but managing costs can be challenging without a clear view of expenses per resource. For organizations, understanding Azure costs per resource is essential to optimize spending, predict expenses, and make data-driven decisions. This blog will guide you through calculating and monitoring costs for individual Azure resources, using native tools like Azure Cost Management, and providing tips on reducing unnecessary expenses.

Exploring OpenTelemetry Collector configurations in Grafana Cloud: a tasting menu approach

I’m a big fan of tasting menus. In the culinary world they let us sample a variety of dishes in small portions, helping us understand and appreciate different flavors and options. Inspired by this concept and a talk I gave earlier this year, I have crafted a “tasting menu” of OpenTelemetry Collector configurations in Grafana Cloud.

ScienceLogic Recognized by NVTC as a Tech100 Innovator

2024 has been a momentous year for ScienceLogic. In May, we launched our vision of Autonomic IT, which combines data, AI, and automation to create a fully autonomous state of IT operations. We followed that up in July with the introduction of Skylar AI, a suite of services that empower organizations to automate ITOps processes, reach AIOps maturity, and make more accurate and data-driven decisions. A lot of hard work went into the creation of these solutions.

Are your product investments moving the needle-or just burning cash?

In this 5-minute video, discover how the Product Alignment Dashboard in ValueOps Insights bridges the gap between strategy and execution. Learn how real-time metrics help you focus resources, track progress, and ensure every dollar aligns with your business goals. Watch now to see how data-driven clarity transforms your investments into measurable results.

Tracking Microsoft SQL Slow Queries

The Microsoft SQL database is frequently used for storing, managing, and retrieving data for various application and computing purposes. However, one common issue that keeps the database from healthy functioning is slow query execution. In this article, you will learn about slow queries and how to track the slow queries in your Microsoft SQL database using Site24x7's SQL Insights.

Managing Splunk Add-Ons with UCC Framework

At Splunk, we're constantly innovating to make our platform more accessible and powerful for users. Today, we're excited to dive into one of our key tools: the Universal Configuration Console (UCC) framework. This powerful framework is revolutionizing how you can create and manage Splunk add-ons, and we want to show you why it's becoming an essential part of the Splunk ecosystem.

Upgrade Smarter, Not Harder with DX NetOps Upgrade Automation

Keeping your network monitoring solution current is vital for several reasons. From a security perspective, outdated software may contain known vulnerabilities that attackers can exploit, putting your organization's data and operations at risk. Regular updates ensure the latest security patches are applied timely, efficiently protecting your systems against cyber threats.

Icinga Notifications: Custom Sources

One of the advantages of the new Icinga Notifications is that it is more loosely coupled to Icinga 2. This is made possible by the concept of sources, each of which is a possible provider of events for Icinga Notifications to act upon. While the most prominent source would be of the “Icinga” type, there is also the “Other” option, which opens up a huge field of different providers via a simple HTTP-based API.

Climb Channel Solutions Ireland seeks to accelerate new business with SolarWinds partnership

SolarWinds delivers technologies spanning observability, database, and IT service management. Climb Channel Solutions Ireland is hoping to grow revenues across net new and existing business through new partnership with SolarWinds. It anticipates increased demand for the cloud-hosted, AI-powered SolarWinds observability solution.

Topology: Services for Business Observability

Building on Broadcom’s innovative domain tools, the AIOps and Observability team’s thinking and use of topology has advanced significantly in recent years. To illustrate these innovations and their benefits for IT operations, we continue in this blog where the previous blog left off. In this post, we cover services—and the services layer—as an extension to AIOps topology. This allows us to achieve service observability and, in the process, business observability.

Database optimization, Part 1: Database performance tuning in the cloud era

Every click and scroll relies on fast, reliable data. The topic of data is incomplete without databases, which leads us to the next crucial topic: database performance tuning. The shift to cloud computing combined with the rise of diverse database types (SQL, NoSQL, and cloud-native databases) have brought new challenges and new ways to keep things running smoothly. This two-part blog series is all about fine-tuning your databases to meet the demands of today’s applications.

Database optimization, Part 2: Database performance tuning and query optimization techniques

Imagine your business is running smoothly, but behind the scenes, your databases are struggling to keep up. Queries are lagging, resources are stretched thin, and user satisfaction is beginning to decline. Does this sound familiar? This is where database performance tuning comes in to save the day. In this final portion of our two-part blog series on database performance tuning, we'll explore the helpful techniques of database performance tuning with real-life use cases and practical solutions.

Stream AWS metrics to Elastic using Amazon CloudWatch Metric Streams

In today’s data-driven world, organizations need to harness the power of real-time monitoring and analysis. Amazon CloudWatch native monitoring service provides a robust platform for tracking metrics, logs, and events from various Amazon Web Services (AWS) resources. However, when you need to extend your monitoring and analytics beyond CloudWatch, integrating CloudWatch with Elastic can be a game-changer.

C# 13 Features: What's New and How to Use It

C# has always been one of the most popular programming languages among developers. It continuously evolves to meet timed features and trends. Its robustness and flexibility make it an all-purpose language and ideal for domains like desktop applications, enterprise systems, web development, games, and cross-platform and native mobile applications. With the launch of.NET 9, Microsoft introduced C# 13, equipped with new features to improve developer productivity and code quality.

Looking for an incident management tool?

These days, IT infrastructures are so complex, and cyber threats are so advanced, that it's not a question of if an incident will happen but when. To effectively respond to these challenges, a reliable incident management tool is an absolute necessity. The right tool can significantly reduce the impact of incidents, minimize downtime, keep your data safe, and protect your business.

Control and predict costs with Scan Budgets

Managing costs without sacrificing insights is essential for today’s data-driven teams. With Sumo Logic’s Scan Budgets, your organization can better control and predict costs by setting budget boundaries that align with the value of your insights. Get visibility into which queries and dashboards deliver the greatest impact for your business, so you can invest in the insights that matter most while also managing costs when setting up new searches or monitors.

Why companies choose Grafana Cloud over self-hosted OSS stacks

While we all love open source technology and the community that comes with it, we don’t always have the time or resources to stand up, maintain, update, and troubleshoot a self-hosted OSS stack. This is one of the (many) reasons companies choose to implement Grafana Cloud: you get all the goodness of the open source Grafana LGTM Stack (Loki for logs, Grafana for visualization, Tempo for traces, Mimir for metrics) in a fully managed, end-to-end observability platform.

Ahrefs SEO Monitoring Tool Updates of 2024 - What to Know

Ahrefs has been at the forefront of SEO innovation for years, and in 2024, the platform introduced several groundbreaking updates to empower marketers, SEO professionals, and businesses. This year’s changes revolved heavily around AI integration, enhanced data visualization, and better tools for competitor analysis and content strategy development.

Ingesting JSON Logs From Containers With the OpenTelemetry Collector

It’s very popular to push logs, in a formatted way, to the console output of an application (sometimes referred to as stdout). Although using a push-based approach like OTLP over gRPC/HTTP is preferred and has more benefits, there are many legacy systems that still use this approach. These systems typically use a JSON output for their logs. So, how do we get these JSON logs into a backend analysis system like Honeycomb that primarily accepts OTLP data?

Monitor status and name now visible on the configuration page

At StatusGator, we’re always looking for ways to make your experience smoother. That’s why we’ve introduced a small but impactful update: you can now see the status and name of each monitor directly on the configuration page. This improvement saves you time and simplifies setup, ensuring you have all the information you need at a glance. Whether you’re adding new monitors or reviewing your existing ones, managing your configuration has never been easier.

Build Datadog workflows and apps in minutes with our AI assistant

Datadog is a central hub of information—enabling you to see logs, traces, and metrics from across your stack and providing a centralized source of notifications about potential issues. However, when Datadog notifies you of an issue, you often need to log in to other applications to fully assess and resolve it, which slows down mitigation.

Black Friday Without the Developer Nightmares: A Survival Guide

Black Friday, the traditional kickoff to the holiday shopping season, is set to make waves in 2024 with projected sales reaching an impressive $10.8 billion—a 9.9% increase from last year according to Statistics.blackfriday analysts. According to the same team, Cyber Monday sales in 2024 are expected to reach $13.2 billion—a 6.1% increase from 2023. Both events in sum are expected to generate $24 billion in sales.

The Impact of Uptime on Your Website's Success

Your website is more than just a virtual storefront, it’s the core of your brand’s online presence. Let’s be honest, there are risks too, especially if you don’t have a solid troubleshooting plan in place. One of the biggest challenges? Keeping your website available at all times. Whether you’re running an e-commerce platform, a SaaS business, or a content hub, uptime plays a critical role in shaping user experience, trust, and revenue.

MO941162: Why Proactive Monitoring Is Essential for Managing Microsoft 365 Outages

On November 25, 2024, Microsoft 365 users experienced widespread disruption identified as MO941162, impacting access to critical services like Teams, Outlook, Exchange, and SharePoint. While Microsoft worked to resolve the issue, the downtime once again highlighted the importance of proactive monitoring and management. For businesses relying on Microsoft 365, staying ahead of such outages isn’t just a convenience—it’s a necessity.

MariaDB vs. MySQL

Deciding which database to use isn’t easy. Not only do you need to consider your immediate needs, but you also have to think about your long-term goals. Additionally, you need a deep understanding of various database types, including their differences, use cases, and more. After all, your database selection can impact your application’s future scalability, performance, and success, so it’s vital to thoroughly research and reflect before making a decision.

How to Integrate Your Security System with Smart Home Technology

Integrating your security system with smart home technology enhances both safety and convenience. By adding smart devices like security cameras, door locks, and motion sensors to your existing setup, you can monitor and control your home's security remotely through your smartphone or voice assistant. This level of connectivity ensures that you're always in control, whether you're at home or away. The ability to receive instant alerts from your security cameras or sensors when motion is detected means you can respond to potential threats quickly, offering peace of mind 24/7.

Explore the New Oracle Management Pack 5.4!

We’re excited to invite you to our upcoming webinar showcasing the powerful new features of Oracle Management Pack 5.4. Learn how this latest release enhances your Oracle monitoring experience on Microsoft SCOM and Azure Monitor SCOM MI, delivering smarter, more flexible solutions for your environment.

How to reduce TTFB

TTFB (Time to First Byte) is a commonly used metric that measures the duration between a client's HTTP request and the receipt of the first byte of the server's response. A lower TTFB means a more responsive server and faster page load times. In the past few years in the web dev world, we’ve seen a significant push towards rendering our websites on the server. Doing so is better for SEO and performs better on low-powered devices, but one thing we had to sacrifice is TTFB.

Apache DataFusion is Now the Fastest Single Node Engine for Querying Apache Parquet Files

This blog was originally published on Apache DataFusion Project News & Blog I am extremely excited to announce that Apache DataFusion 43.0.0 is the fastest engine for querying Apache Parquet files in ClickBench. It is faster than both DuckDB and chDB/Clickhouse using the same hardware. It also marks the first time a Rust based engine holds the top spot, which has previously been held by traditional C/C++ based engines.

From App Search to Elasticsearch - Tap into the future of search

App Search will be discontinued in 9.0 versions, but Elasticsearch has everything you need to build powerful AI-powered search experiences. Here’s what you need to know. Recent advancements in generative AI are transforming user behavior, inspiring developers to create search experiences that are more dynamic, intuitive, and engaging.

Stream logs in the OCSF format to your preferred security vendors or data lakes with Observability Pipelines

Today, CISOs and security teams face a rapidly growing volume of logs from a variety of sources, all arriving in different formats. They write and maintain detection rules, build pipelines, and investigate threats across multiple environments and applications. Efficiently maintaining their security posture across multiple products and data formats has become increasingly challenging.

Overcoming the Top Challenges Faced by MSPs with ScienceLogic

What are the biggest challenges facing MSPs this year? CRN recently asked top MSP executives what keeps them awake at night. The findings should come as no surprise. Compliance and cybersecurity remain perpetual challenges. Compounded by talent gaps, a constantly evolving regulatory environment, and new threat vectors, MSPs are working overtime to stay ahead of changes.

How to use OpenTelemetry and Grafana Alloy to convert delta to cumulative at scale

Migrating from other vendors becomes a lot easier with OpenTelemetry and Grafana Alloy, our distribution of the OpenTelemetry Collector. But when you come from platforms that use different temporalities, such as Datadog or Dynatrace, you face a challenge integrating with a Prometheus-like ecosystem such as Grafana Cloud: Your metrics still mean the same as before, but they just don’t look right.

OneFootball Scores an Observability Goal with Honeycomb

For football fans worldwide, staying connected to their favorite teams, players, and matches is a passion—and OneFootball delivers exactly that. The platform is a one-stop shop for football fans to follow their teams, get up-to-date information, and immerse themselves in global football culture. With over 100 million users spanning multiple continents, OneFootball is an essential companion for fans to track live scores, player stats, breaking news, and more.

How to Test Internet Stability for Businesses & Remote Users

In today’s always-connected world, a stable Internet connection is as essential as your morning coffee—especially for businesses and remote users. Whether you're running a virtual meeting, using cloud applications, or just trying to get through your to-do list without interruptions, an unstable connection can quickly throw a wrench in your day. Internet stability isn’t just about speed; it’s about reliability.

OpenSearch vs Elasticsearch: Complete Platform Comparison [2024]

Choosing between OpenSearch and Elasticsearch in 2024 represents a critical decision for organizations seeking robust search and analytics solutions. Both platforms offer comprehensive capabilities, but their approaches differ significantly. This in-depth comparison will help you make an informed decision based on your specific needs.

Stop Firefighting: Get Ahead of the Next Microsoft 365 & Teams Outage with Vantage DX

Let’s face it: when Microsoft Teams goes down, it’s a nightmare for IT teams with everyone asking ‘is there a Microsoft Teams outage’? Today’s Microsoft outage was a stark reminder of this reality. Organizations relying on Microsoft 365 were hit hard, scrambling to manage the fallout. But what if you didn’t have to scramble?

11 Key Service Desk Metrics to Analyze (and Report On)

Using service desk software can help you significantly enhance your team’s workflow. However, to maximize the value derived from an IT service management (ITSM) solution, it’s important to know which service desk metrics and Key Performance Indicators (KPIs) to track. There are a handful of essential metrics you can analyze to boost accountability, increase productivity, and ultimately improve your organization’s bottom line through service delivery.

Top IT Support Tools to Streamline Your Tech Operations

For any business today, a streamlined tech setup isn't just nice to have-it's the backbone of efficient operations. Whether you're a small team or a growing enterprise, adopting the right IT support tools can make all the difference in managing day-to-day tasks and handling tech issues smoothly. That's where resources like Bloo Solutions step in, offering the insight and tools needed to keep your systems running and users happy. If you're looking to improve workflows and minimize downtime, here are some of the top IT tools that can get the job done.

CPU Throttling and System Stability: Best Practices for IT Operations

Modern IT operations rely heavily on stable and high-performing systems to handle critical tasks efficiently. However, one common issue that disrupts performance and causes system slowdowns is CPU throttling. While this mechanism is vital for protecting hardware, it can also lead to reduced system stability and inefficiencies if not managed properly. In this article, you will find more about the causes of CPU throttling, its impact on IT operations, and the best practices to mitigate its effects for seamless system performance.

Jaeger v2 released

Yuri Shkuro· Follow Published in JaegerTracing · 6 min read· 1 day ago -- Listen Share Jaeger, the popular open-source distributed tracing platform, has had a successful 9 year history as being one of the first graduated projects in the Cloud Native Computing Foundation (CNCF). After over 60 releases, Jaeger is celebrating a major milestone with the release of Jaeger v2.

Lumigo Adds Metrics for Microservices Monitoring

We’re excited to announce Lumigo Metrics, the latest addition to Lumigo’s industry-leading observability suite. Developers already rely on Lumigo for the most advanced distributed tracing on the market, coupled with powerful log management capabilities and the AI-driven insights of Lumigo Copilot Beta—empowering teams to troubleshoot faster and smarter. Now, we’re taking it a step further.

Pioneering the Future of Observability with AI

In September, Lumigo announced we were exploring how AI can help shape the next generation of observability. Since then, we’ve unveiled the beta of Lumigo Copilot, which we believe will be the most intelligent AI in observability. Today, we’re providing an update on our progress and inviting our customers to participate in the beta.

Cribl and CrowdStrike Partner to Transform Data Management for SIEM Solutions

Cybersecurity is moving fast, and if your security data management strategy can’t keep up with your growth, you’re already behind. Security operations centers (SOCs) today face mountains of data spread across countless tools and platforms. Combine that with evolving cyber threats, and you have an environment that demands a smarter approach to SIEM data management.

DORA Report Webinar: 2024 Accelerate State of DevOps

Watch our discussion on the 2024 DORA Accelerate State of DevOps report, where we dive into insights impacting software delivery, organizational strategy, and AI adoption in DevOps. We’ll review key findings and highlight practical steps for leaders to optimize development and delivery performance. Whether your organization is embracing AI, building internal platforms, or addressing burnout and resilience, this webinar will provide actionable takeaways for adapting to today’s evolving DevOps landscape.

The Ultimate Guide to Cloud Logging

Cloud logging continues to grow in popularity and usage as more organizations transition to storing data in the cloud rather than on-premise storage. This is fueled, in part, due to the numerous advantages that can be gained from cloud logging. For example, cloud logging solutions can scale to increasing data volumes with ease as an organization grows.

Optimize LLM application performance with Datadog's vLLM integration

vLLM is a high-performance serving framework for large language models (LLMs). It optimizes token generation and resource management to deliver low-latency, scalable performance for AI-driven applications such as chatbots, virtual assistants, and recommendation systems. By efficiently managing concurrent requests and overlapping tasks, vLLM enables organizations to deploy LLMs in demanding environments with speed and efficiency.

Get deeper visibility into your AWS serverless apps with enhanced distributed tracing

Serverless or event-driven applications can comprise many different distributed components, including serverless compute services such as AWS Lambda and AWS Fargate for Amazon ECS, as well as managed data streams, data stores, workflow orchestration tools, queues, and more. Having full end-to-end visibility into requests as they propagate across all of these parts of your application is crucial to monitoring performance, locating affected up- or downstream services, and troubleshooting issues.

A Dynamic Duo for Complex Embedded Environments

The world of embedded systems evolves, with devices growing ever more sophisticated and software-centric. In this new landscape, with highly interconnected environments that defy traditional testing and debugging approaches, a reactive, fire-fighting mentality is no longer sufficient. Developers need a proactive strategy to gain continuous visibility into system behaviour—a strategy known as observability-driven development (ODD).

Resilience Talks with Somerford: The State of Observability 2024

In 2024, simply having an observability practice is a given. Organisations with leading programs create incredible digital experiences, innovate faster and drive resilience. Our latest research reveals that observability leaders deliver more productivity and value than their peers — achieving a 2.67x annual return on their observability solutions.

Cloud Application Performance: Common Reasons for Slow-Downs

It happens often that an application, when running on bare metal, performs well. However, after the application is packed into an image, tested on Docker/Podman, then migrated to Kubernetes, performance plummets. With an increasing number of database calls issued by the application, the application response times increase. This common situation is often due to data transfer induced I/O delays.

Windows Server 2025: Heads up for Site24x7 users

Microsoft has officially released Windows Server 2025 for general availability in early November, 2024. While this update has been expected for a long time, we want to cover the five major changes that have been rolled out with this release. Before we start with the features, let's start with two important questions that need to be addressed. Does Site24x7's server monitoring agent support Windows Server 2025? Yes. Our server monitoring agents work on Windows Server 2025.

Beyond Monitoring: A Guide to Cloud Observability

Many businesses rely on cloud infrastructure to power their software solutions. The cloud today makes it easier than ever to create services and components, increasingly the complexity of software. With more and often smaller processes, cloud-native architectures have driven the need for better insights into our software—a way to look into how these processes fit together.

Webinar Recap: 2024 DORA Report: Accelerate State of DevOps

I had a fantastic opportunity to sit with Ben Good of Google and Rich Prillinger of Mezmo and participate in the discussion about the new DORA 2024 report. The 10th edition of the DORA report covers the impact of AI on software development, explores platform engineering’s promises and challenges, and emphasizes developer experience and stable priorities for success.

Unlock Unmatched Insights: Introducing the deepest Hybrid Infrastructure Observability Platform

If you want to ensure that your infrastructure is resilient by modern standards, you need to have a deep understanding of how processes and technology impact your business. Learn how Virtana unlocks unmatched insights into your infrastructure through our Virtana AI Platform for deep hybrid infrastructure observability, to give you the deep understanding you need for a resilient infrastructure.

Conversational Geek Webinar: Crack the Code on Teams Phone Call Quality

Organizations relying on Microsoft Teams Phone know that clear call quality is crucial for productivity and user satisfaction. Yet, when calls falter, the cause isn’t always on Microsoft’s end. Issues can arise from the user’s environment, PSTN integrations, the Microsoft 365 cloud, or other factors. So how can Teams Phone users quickly pinpoint and resolve these issues to keep communication seamless?

A complete guide on Azure SQL Reservations: Save big on your database costs

If you’re using Azure SQL Database for your applications or business, you’ve probably noticed that while the service is amazing for scalability and management, it can get expensive pretty fast. That’s where Azure SQL reservations come in. It is an awesome way to save money. In this blog, we’re going to break down what Azure SQL reservations are, how they work, and why you might want to consider them for your organization. Let’s dive in, shall we?

Leveraging OpenTelemetry and Grafana for observing, visualizing, and monitoring Kubernetes applications

Ken has over 15 years of industry experience as a noted information and cybersecurity practitioner, software developer, author, and presenter, focusing on endpoint security, big security data analytics, and Federal Information Security Management Act (FISMA) and NIST 800-53 compliance. Focusing on strict federal standards, Ken has consulted with numerous federal organizations, including Defense Information Systems Agency (DISA), Department of Veterans Affairs, and the Census Bureau.

You now have deeper insights into Lambda ESM with these new metrics

Lambda’s Event-Source Mapping (ESM) has been a game-changer for Lambda users. It gives users an easy and cost-efficient way to process events from Amazon SQS, Amazon Kinesis, Amazon DynamoDB, Amazon Managed Streaming for Apache Kafka (Amazon MSK), Amazon MQ and more. It handles all the complexities around polling, including scaling the no. of pollers. And there’s no charge for this invisible layer of infrastructure!

What is the difference between CNAME and ALIAS records? How can you utilize these records for different use cases?

Both CNAME and ALIAS records share a common purpose: They map one or multiple domain names (such as those for different departments or regions) to a main target domain. However, their specific uses and functionality differ in various network scenarios. Network administrators need to understand these distinctions to leverage each record type effectively for robust network services. This blog will help you understand the differences between CNAME and ALIAS records and their applications.

Save Big by Switching to the NiCE VMware Management Pack

Looking to optimize your VMware monitoring while keeping costs under control? The NiCE VMware Management Pack for Microsoft SCOM delivers enterprise-grade performance, unmatched scalability, and comprehensive monitoring capabilities. Designed for modern IT environments, this solution includes a rich array of pre-configured metrics and reports, empowering organizations to gain deeper insights into their VMware infrastructure.

What is the difference between CNAME and ALIAS records? How can you utilize these records for different use cases?

Both CNAME and ALIAS records share a common purpose: They map one or multiple domain names (such as those for different departments or regions) to a main target domain. However, their specific uses and functionality differ in various network scenarios. Network administrators need to understand these distinctions to leverage each record type effectively for robust network services. This blog will help you understand the differences between CNAME and ALIAS records and their applications.

Unlocking Peak Performance with Kentik's Azure Network Observability Tools

In today’s multi-cloud landscape, maintaining smooth and reliable connectivity requires complete visibility into cloud networks. With Kentik, network and cloud engineers gain the tools to monitor, visualize, and optimize Azure traffic flows, from ExpressRoute circuits to application performance, ensuring efficient and proactive operations.

Data Pipelining with InfluxDB

In this blog post, we’ll explore how to build a data pipeline using Kafka, Faust, and InfluxDB to effectively ingest, transform, and store data. We’ll start with an overview of Kafka, a high-performance messaging platform, and Faust, a Python library designed for stream processing, now maintained by the community as Faust-streaming.

Early Observability in Platform Engineering: Challenges and Solutions

Since the emergence of the cloud, the DevOps movement, and the rise of microservices, developers have been increasingly responsible for the operation of their software. “You build it, you run it” (YBYR) and “You build it, you operate it” (YBYO) have become common mantras in the software engineering industry. However, there’s a misunderstanding in this statement. Developers should remain focused on building software.

Transform Troubleshooting with Logz.io's AI Agent

As Gartner predicts, AI will support up to 70% of performance monitoring and troubleshooting tasks in the next few years. The Logz.io AI Agent helps teams get ahead of this curve today. Too much time spent troubleshooting? You’re not alone. Manual investigation, jumping between dashboards, and piecing together scattered data are time-consuming and frustrating.

Elevating Security Posture to Maximize Threat Response - Customer Brown Bag - November 21st, 2024

Join us as Marvin, a Technical Account Engineer at Sumo Logic, addresses the following customer questions on how to elevate their security posture and maximize threat response: How can we mature our Sumo Logic SIEM? How can we identify if we have gaps in logs or detections? How can we create or identify custom rules for use cases that are critical to us and that we want to monitor closely?

Unlock Unmatched Insights: Introducing the *deepest* Hybrid Infrastructure Observability Platform

If you want to ensure that your infrastructure is resilient by modern standards, you need to have a deep understanding of how processes and technology impact your business metrics. Learn how Virtana unlocks unmatched insights into your infrastructure through our Virtana AI Platform for deep hybrid infrastructure observability, to give you the deep understanding you need for a resilient infrastructure.

Best practices for monitoring progressive web applications

Progressive web applications (PWAs) are a modern frontend architecture designed to provide a similar user experience to that of a native iOS, Android, or other platform-specific app. PWAs are built using common web platform technologies—such as, HTML, CSS, and JavaScript—and are intended not only to run in a browser and be accessed from the web, but also to be installed on users’ devices and accessed offline.

What is an Uptime SLA Guarantee and Should You Have One?

When someone visits your website or logs into your platform, they expect it to be available whenever needed. But downtime is inevitable, whether it’s an unexpected technical hiccup or necessary routine maintenance. Because of that certainty, tech vendors hold themselves accountable to their clients with an uptime service level agreement (SLA) guarantee. This guarantee sets clear expectations about how often your services will be available and what happens when those expectations aren’t met.

New alert options for Website and Ping monitoring

We’ve heard your feedback and added another handy improvement to Website monitoring and Ping monitoring —new alert settings to better fit your needs: These options make it easier to get the alerts that matter most to you. Check them out in the Website or Ping Monitoring configuration page and fine-tune your setup today!

TV Integration: Expand incident descriptions

We’ve added a helpful new option to our TV Integration that lets you choose how incidents are displayed. With this update, you can enable expanded incident descriptions to show full details directly on your TV dashboard. This feature is perfect for teams that need more context at a glance, making it easier to stay informed and respond quickly without navigating elsewhere. You can find this option in the TV Integration settings – just check it for a more detailed view of incidents!

7 Network Visibility Best Practices for Better Performance and Data Control

We rely heavily on our networks for business continuity. As technology evolves, we can do so much more. At the same time, increased complexity makes it challenging to keep track of everything. Reaching and maintaining network visibility sometimes feels like chasing the carrot at the end of the stick.

What is Single Pane of Glass? A Complete Guide to Unified IT Management

Ever felt overwhelmed juggling multiple monitoring tools and dashboards? You're not alone. Today's IT environments are more complex than ever, and keeping track of everything can feel like watching a dozen TV screens simultaneously. That's where Single Pane of Glass comes in – it's like having a universal remote for your entire IT infrastructure.

Grafana Loki 3.3 release: faster query results via Blooms for structured metadata

The Grafana Loki 3.3 release is here, and it brings a fresh wave of enhancements aimed at making your log management experience faster, more efficient, and more scalable. While this update includes the usual round of bug fixes and operational improvements, the standout feature is a shift in how Loki leverages Bloom filters—going from free-text search to harnessing the power of structured metadata.

5 tips to write better browser tests for performance testing and synthetic monitoring

Given the complexity of modern websites, browser testing is essential to ensure a positive user experience. With the Grafana k6 browser module, you can interact with real web browsers and simulate user interactions — like clicking, typing, or navigating pages — to collect frontend metrics, increase site reliability, and fix performance issues before they ever impact your users.

Leveling up your observability practice - Part 2

Lessons from the front lines: Challenges in your observability maturity journey In our previous blog, we explored the observability maturity spectrum — revealing that while only 7% of organizations consider themselves experts, the majority (43%) are actively working to improve their practices. We saw how mature organizations achieve better outcomes, from faster root cause analysis to reduced user-reported incidents.

Agentic RAG on Dell AI Factory with NVIDIA and Elasticsearch Vector Database

We are excited to collaborate with Dell on the white paper,Agentic RAG on Dell AI Factory with NVIDIA. The white paper is a design reference document for developers outlining strategies and solution components to implement agentic retrieval augmented generation (RAG) applications. It’s a design point for organizations across industries, specifically healthcare, for the agentic RAG framework decision-making with AI-driven data retrieval.

How Evidi built the perfect MSP single pane of glass

.NET + DevOps Developer, Evidi Evidi – an IT consultancy and managed service provider based in Norway – are on a mission to help businesses harness the power of the Microsoft stack and realise their ambitions. With a large portfolio of services and a growing network of customers to manage, Evidi faced a challenge relatable to any MSP: They needed better visibility, and the solution had to be cost-effective and scalable.

Adding AI to Observability 2.0 for Dynamic Observability

The original premise of observability was to ensure system health, identify issues, and resolve those issues efficiently. As I recently outlined, the legacy approach (sometimes called Observability 1.0 now) relied heavily on metrics and tracing because logs were seen as too noisy or challenging. But, as most forward thinkers have identified now, logs are exactly the telemetry type that we need the most.

Are you ready for the next outage? How a to prepare for any crisis

We live in an “always on” world, so unplanned outages are more than just inconvenient. They can result in lost revenue, damaged reputations, and, more importantly, frustrated customers. While preventing outages is impossible, the most resilient teams must be prepared with a solid plan, a “technical go bag,” so to speak: a collection of tools, plans, and resources ready to activate at the first sign of trouble.

Getting Started with Google Sheets Data Source Plugin - Visualize your Spreadsheets | Grafana

Learn step-by-step how to monitor and visualize your Google Spreadsheets data by using the Google Sheets Data source plugin and view it in a Grafana Dashboard. Join Senior Developer Advocate Syed Usman Ahmad in this complete video tutorial and learn to use the Google Sheets plugin.

How to Build an AI Copilot - From zero to hero

Learn how Lumigo created an ai Copilo from an idea into an expert AI-powered observability problem-solver. We'll discuss our early challenges and how we overcame them. Get an insider's look at the systematic improvements we applied, from guiding the model like a junior developer to setting up an evaluation pipeline that allowed us to monitor and scale effectively.

Educational institutions empowered: Streamline IP management with OpUtils

Educational institutions are expanding their scope by adapting e-learning platforms and digital classrooms to their traditional classroom environment. This transition not only boosts productivity and efficiency but also opens the door for learning to take place from anywhere. However, the shift also brings new challenges, particularly in managing and monitoring the growing digital infrastructure to prevent outages.

SigNoz - Open-source alternative to New Relic

If you're looking for an open-source alternative to New Relic, then you're at the right place. SigNoz is a perfect open-source alternative to New Relic. SigNoz provides a unified UI for metrics, traces and logs with advanced tagging and filtering capabilities. In today's digital economy, more and more companies are shifting to cloud-native and microservice architecture to support global scale and distributed teams.

Latest top 17 API monitoring tools [open-source included]

Choosing the right API monitoring tool is critical. How do you know which is the right API monitoring tool for you? Here are the top 17 API monitoring tools, including open source tools for API performance monitoring. In this article, we will review the top 17 API monitoring tools which you can use for monitoring your APIs. But first, let’s have a brief overview of APIs.

From the CEO: LogicMonitor's $800M (with a $2.4B valuation) vision for the future of AI and your data center starts now

Over the past 25 years, I’ve been privileged to help businesses navigate some of the most significant shifts in technology. At Salesforce, I saw the cloud revolutionize how businesses adopt and scale software. At Slack, we reimagined collaboration by bringing connection and emotion into the workplace.

An easier way to manage your observability collectors | Grafana

Managing observability collectors at scale is often overwhelming, but it doesn’t have to be. Grafana Fleet Management offers a better way to monitor, configure, and control your collectors—all from a centralized platform. With remote configuration and detailed health insights, you can quickly resolve issues, save time, and reduce manual effort.

Gain Clarity on Cloud Usage with Enhanced Monitoring from MyJFrog

We can all agree that visibility into resource usage is crucial for optimizing performance and managing costs to drive your business — especially in today’s cloud-driven world. MyJFrog is a comprehensive management portal for overseeing JFrog cloud platform instances and subscriptions. It provides a centralized control tower to manage and monitor subscriptions, resources, and usage.

Future-proofing operations with generative AI

NOBODY PANIC! The Elastic AI assistant’s got you! Transform problem identification and resolution, and eliminate manual data chasing across silos with an interactive assistant that delivers context-aware information for SREs. Additional Resources: About Elastic Elastic, the Search AI Company, enables everyone to find the answers they need in real time, using all their data, at scale. Elastic’s solutions for search, observability, and security are built on the Elastic Search AI Platform — the development platform used by thousands of companies, including more than 50% of the Fortune 500.

Emergency Observability with Coroot

If you’re an experienced engineer, you likely have comprehensive observability and monitoring set up for your production systems. So if issues arise, you’re empowered to resolve them quickly. Yet, there are way too many systems out there, especially smaller and simpler ones, which are running with only rudimentary observability systems, or no observability at all. This means when an application goes down or starts to perform poorly, it may be very hard to pinpoint and resolve the issue.

Configuring Kafka Brokers for High Resilience and Availability

In a Kafka setup, high availability isn’t just nice to have—it’s a lifeline. Downtime, data loss, or hiccups in message flow can make or break critical applications. Let’s be real: setting up Kafka brokers to be resilient takes some fine-tuning, but it’s absolutely worth it. Imagine dealing with failovers smoothly or knowing your data is protected even if a broker goes down—this is what configuring for resilience is all about.

Collecting Windows telemetry with Elastic: An introduction to the ETW Filebeat input

In the world of security, being able to use system telemetry of Windows hosts opens new possibilities for monitoring, troubleshooting, and securing IT environments. Recognizing this, Elastic has introduced new capabilities focused on Event Tracing for Windows (ETW) — a powerful Windows-native mechanism for capturing a vast array of system and application events. With these new additions, Elastic users can capture, analyze, and visualize Windows telemetry using the Elastic Search AI Platform.

Leveling up your observability practice - Part 1

Lessons from the front lines: Moving to observability maturity What separates the observability experts from the novices? It's a question that's been on my mind lately, especially after diving into our recent 2024 State of Observability Survey of over 500 practitioners. In my past roles as a DevOps engineer and a site reliability engineer (SRE), I've seen firsthand how a mature observability practice can be the difference between sleepless nights and smooth sailing.

Mastering Tail Sampling for OpenTelemetry: Cost-Effective Strategies with Cribl

Recently, I have seen a trend of enterprises moving toward OpenTelemetry (OTel) for application tracing. Tail sampling, in particular, has emerged as a preferred approach to gain actionable insights while balancing data volume and cost. OpenTelemetry offers developers and practitioners the ability to instrument their code with open-source tools, moving away from vendor-provided tools for application instrumentation.

How DX NetOps Fuels Rapid, Accurate Isolation in Modern Networks

Businesses, like pretty much all of us, continue to grow ever more reliant upon network connectivity. When that connectivity falters, it can be extremely disruptive—and very costly. According to a report in PCMag, an internet shutdown of one minute can cost a business like Amazon almost $978,000 in revenue losses. For Alphabet, the number is $538,000.

Are ChatGPT or Claude better than Playwright Codegen?

I'm a bit of an AI skeptic. And even though GitHub Copilot is my daily auto-completion on steroids, I always double-check the code generated by LLMs. If you're using AI for coding, you probably know that the results are sometimes surprisingly good and other times shockingly terrible. Lately, I have seen more and more articles and even docs recommending ChatGPT to generate Playwright tests. Could this be true? Are ChatGPT and friends really that good at generating test code?

Deploying Prometheus With Docker

There are different ways you can use to deploy the Prometheus monitoring tool in your environment. One of the fastest ways to get started is to deploy it as a Docker container. This guide shows you how to quickly set up a minimal Prometheus on your laptop. You can then extend that setup to add a monitoring dashboard, alerting, and authentication.

Easily control observability collectors at scale with Fleet Management in Grafana Cloud

Managing observability workloads can quickly overwhelm even the most experienced admin. Maybe you’re dealing with multiple departments, each needing its own collector configurations and pipelines. Every time you have to run a test or roll out a change, the process is cumbersome and introduces risk. Or perhaps you’re responsible for tracking hundreds of collectors across different environments and regions. In a scenario like this, troubleshooting individual issues feels nearly impossible.

Website Monitoring for Black Friday and Cyber Monday: Best Practices

As Black Friday and Cyber Monday approach, eCommerce websites brace themselves for the year’s highest traffic. These retail-heavy events are prime opportunities for businesses to maximize their sales, but they also bring intense pressure on websites to perform at their peak. When it comes to online shopping, even a few seconds of delay or downtime can lead to frustrated customers, abandoned carts, and lost revenue.

Write Playwright Tests in Seconds with ChatGPT!?

Can AI generate good Playwright code? Join Stefan as he explores AI-driven Playwright scripting, using tools like the language models ChatGPT and Claude. Watch as he demonstrates the capabilities of Playwright's 'codegen' command and pits it against AI-generated test scripts. Despite initial skepticism, the results from AI were surprising!

What is Ping?

Ping is more than just a simple vocabulary term in the world of network diagnostics. It’s a fundamental tool that helps ensure the smooth operation of your network. Whether you’re a seasoned site reliability engineer (SRE), developer, or IT manager, monitoring essential ping metrics like latency, round-trip time (RTT), and packet loss is key to maintaining optimal network performance.

Fix slow sites faster with domain-specific Performance Insights, MongoDB support & Continuous Profiling on Sentry

Optimizing app performance can be challenging, even for seasoned developers. Frontends groan under the weight of bloated assets, backends lag from sluggish database queries, and mobile screens freeze at the worst times. But it doesn’t have to be that way. Sentry’s latest update brings domain-specific views to Insights & Profiling, giving developers the clarity they need to solve issues quickly.

Splunk's Path Towards Achieving FedRAMP Moderate Authorization for Splunk Observability

Splunk continues to partner with government agencies on their digital transformation journeys to help deliver their missions and provide faster and more intelligent services. We are committed to the success and support of the security requirements of our public sector customers, and I am thrilled to share the latest strategic investments Splunk is making to expand our FedRAMP program to include Splunk Observability Cloud for government customers.
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Microsoft System Center 2025

Microsoft System Center 2025, the latest version of its flagship suite for data center management, has been released on November 1. This new release continues to build on its established reputation for streamlining IT operations, with key improvements in automation, cloud integration, and enhanced security features that align with modern hybrid infrastructure needs.

Network traffic analyzers simplified: How they enhance network management

Bandwidth management is not easy; it is a 24/7 juggling act. You need a team of vigilant eyes constantly monitoring network traffic, sharp minds to brew up new strategies and refine old ones in order to squeeze out every ounce of performance, and a knack for pinpointing the root cause of issues when alarms are raised and fixing them swiftly.

SigNoz - Open-Source Alternative to DataDog

More and more companies are now shifting to a cloud-native & microservices-based architecture. Having an application monitoring tool is critical in this world because you can’t just log into a machine and figure out what’s going wrong. We have spent years learning about application monitoring & observability. What are the key features an observability tool should have to enable fast resolution of issues. In our opinion, good observability tools should have.

From refresh to results: the metrics that shaped Election Day 2024 coverage

Dubbed 'the most important election ever,' it was expected that online traffic would skyrocket across traditional broadcasters, online streaming platforms, and digital publishers on November 5, 2024. As the initial results rolled in, Internet traffic surged nationwide by up to 15%, both at national and state levels. Surprisingly, though, this surge in traffic didn’t happen where you might expect—not on TV.

Rethinking Security: Why Organizations are Flocking to Microsoft Sentinel

We’ve been steadily building strong momentum with Microsoft over the past year, and the latest step forward is a significant one: Cribl solutions are now available on the Microsoft Azure Marketplace. But why this focus on Microsoft Azure? The answer lies in what customers are prioritizing and discussing with us.

Understanding Ubuntu Logs

Linux, Debian, and Ubuntu are the Kirk, Spock, and McCoy of modern application development. The Captain Kirk, Linux, is the open-source central code for directing and talking to hardware. Debian sits as the trio’s Spock, the original distro that can be seen as more complex to install and use. As a Debian child distro, Ubuntu is the McCoy, helping to heal the challenges that people have when trying to use Debian.

Synthetic Website Monitoring Best Practices

Synthetic website monitoring (also known as synthetic testing) involves simulating the actions that visitors perform on a website and the journeys they take, in order to evaluate performance and proactively spot any issues or problems. For example, synthetic testing can help answer critical questions like: However, not all synthetic testing solutions or strategies are equal.

Incident Management in 2024: Best Practices, Tools Guide & More

When systems go down, every minute counts. You need more than just quick fixes. You need a solid system to spot problems early, take action fast, and learn from each incident to keep your users happy. That's what incident management is. In this guide, we'll walk through everything you need to know about incident management, from basic concepts to advanced strategies used by top DevOps teams.

Schedule Background Job using Quartz.NET

You may have encountered a situation where you must do some backend job without user intervention. For example, in an IOT application, your application needs to receive frequently published data from devices or send scheduler values to devices. .NET provides background job libraries for such tasks. I will discuss one of the background libraries, Quartz.NET, with a coding example. I will break down Quartz for you with simple, practical examples.

CloudWatch metrics exporter YACE is now a Prometheus community project

We’re thrilled to share that the open source Yet Another CloudWatch Exporter (YACE) is now a prometheus-community project! This move represents an exciting milestone in YACE’s journey and validates the project’s contribution to the Prometheus ecosystem. Yace was started in 2018 by Thomas Peitz, who has overseen the dramatic evolution of the CloudWatch metrics exporter ever since.

Anodot achieves "Visionary" Status in Gartner's Magic Quadrant for Cloud Financial Management Tool

Here’s how Anodot became a leader in the Visionary category with its game-changing vision in FinOps and cloud-saving insights. It wasn’t just recognition from the leading authority in the technology industry but the culmination of a journey fueled by our incredible team’s dedication to providing our customers with FinOps-centric innovation and AI proprietary data. This wasn’t just any victory but an acclaimed win forged by industry-led expert leaders at our company.

What's New with Kentik AI: Enhanced Journeys for Cloud Observability, DDoS, Peering, and Faster Network Insights

Kentik Journeys is an AI-powered user experience that helps you investigate your network. It combines knowledge about your network with deep GenAI integration to help you answer network questions and solve problems faster than ever. Since launch, we’ve been innovating on Journeys’ capabilities and skills with customer feedback. Here’s a peek at what’s new.

Improve Your Shopify User Experience with Real User Monitoring

In the modern world of e-commerce, customer expectations are sky-high: online shoppers are used to seamless user experiences, even with massive online retailers operating at scales that were previously unthinkable. Services like Shopify provide accessible modern storefronts and payment processes, reducing the need for significant backend work to get an online store up and running.

There Is Only One Key Difference Between Observability 1.0 and 2.0

We’ve been talking about observability 2.0 a lot lately; what it means for telemetry and instrumentation, its practices and sociotechnical implications, and the dramatically different shape of its cost model. With all of these details swimming about, I’m afraid we’re already starting to lose sight of what matters.

Multicore Tracing on FreeRTOS 11 and TI AM62x

FreeRTOS 11 introduced symmetric multi-processing (SMP) support in the mainline kernel, meaning a single FreeRTOS kernel is managing multiple processor cores. This allows for high performance but also makes the runtime system more complex, meaning higher risk of issues and more difficult debugging. System tracing with Percepio Tracealyzer can offer an effective remedy by providing insight into the system execution.

AI-Powered Updates-Issue Grouping, Autofix, Anomaly Detection, and more

What if you could not only find software issues you care about but also have the fix ready? We just introduced several updates that intelligently group new issues, reducing noise by about 40% and automatically suggesting fixes to annoying bugs you shouldn’t have to think about.

The new era of observability - why logs are the key to success

The promise of observability has always been clear: ensure system health, quickly identify and resolve issues efficiently. However, traditional observability, broken into metrics, logs, and traces, is cumbersome and fragmented, leading to higher costs and developer burnout.

HPE OpsRamp Continues to Push Autonomous IT Operations Forward

To empower and support ITOps and DevOps teams managing complex, hybrid IT environments, we have enhanced our observability, AI-powered operations copilot, and analytics, and automation capabilities - and we have made it easier for IT teams to deploy these capabilities with multiple HPE packages. Collectively, these enhancements to the HPE OpsRamp continue to get us closer to the vision of autonomous IT operations.

Unlocking the Power of Multi-Vendor Network Observability with OpsRamp and Aruba: A Collaborative Approach

In today’s digital landscape, businesses require robust and adaptable Network infrastructure that can handle hybrid environments and support a seamless digital experience. OpsRamp and Aruba have joined forces to deliver a comprehensive solution that addresses the challenges of multi-vendor network observability management and network observability providing enterprises with tools for visibility, control, and performance optimization across distributed environments.

The Schrödinger's Cat Challenge of Observing Cloud-Native Applications

The Schrödinger's Cat thought experiment highlights the paradox of determining a system's state without direct observation—an apt analogy for the challenges of observing cloud-native applications. These systems' complex, ephemeral, and distributed nature often makes them appear as black boxes. Coupled with the operational complexities of multi-cloud and hybrid environments, gaining a clear picture feels impossible.

Safeguarding your future: budget planning for cybersecurity resilience

With remote and hybrid working environments as the norm, organizations need to embrace a modern security paradigm across cross-functional teams. While the primary goal is to deliver confidence, visibility, and robust protection to safeguard their future, balancing the digital transformation journey with budgets can be particularly challenging. Going into budget planning season, these are the challenges to keep top of mind. You can even allocate a line item as you defend your budget and your systems.

Announcing self-serve SAML SSO: take control of your team's authentication

Managing user authentication and security for your team just got a serious upgrade. Raygun now offers self-serve security assertion markup language (SAML) single sign-on (SSO) — making it easier than ever to centralize and secure access to your Raygun account. SAML SSO is now available for all customers. If you’re on a Business or Enterprise plan, we offer this feature at no additional cost. On other plans? No problem—you can add SAML SSO for just $50/month.

Monitoring Digital Ocean with Hosted Graphite and Telegraf

As businesses migrate to the cloud, monitoring these environments becomes critically important. Digital Ocean is a popular developer choice due to its simplicity and scalability. However, effectively monitoring resources and applications within Digital Ocean can pose unique challenges. Hosted Graphite and Telegraf provide robust solutions for these challenges, allowing users to visualize data, track system metrics in real-time, and troubleshoot issues quickly.

Identify deprecated Lambda functions with Datadog

AWS Lambda supports nearly any programming language by enabling developers to run serverless functions with either supported or custom runtimes. Once a runtime is deprecated, however, AWS will set dates for when you can no longer create or update functions using that runtime. You will then need to decide what course of action to take to ensure your Lambda functions continue running as expected.

Detect anomalies before they become incidents with Datadog AIOps

As your IT environment scales, a proactive approach to monitoring becomes increasingly critical. If your infrastructure environment contains multiple service dependencies, disparate systems, or a busy CI/CD application delivery pipeline, overlooked anomalies can result in a domino effect that leads to unplanned downtime and an adverse impact on users.

Rich Logs Collector for Docker Compose Services with SigNoz

Our production services run on a Linux machine using Docker Compose, keeping our infrastructure simple and manageable. Docker Compose allows us to easily define and manage multi-container applications, providing a straightforward way to orchestrate services, which helps reduce complexity in our infrastructure. Recently, we decided to switch to SigNoz to gain more flexibility and control over our observability stack. Following the SigNoz setup guide, we used logspout to collect and forward logs.

Three Multi-Cloud Scenarios That Benefit from Active Network Monitoring

Applications today are more portable and distributed than ever before. We’re witnessing businesses accelerate their migration to cloud-based infrastructure and software as a service (SaaS). Yet, amid this cloud adoption wave, a noticeable “cloud exit” trend is emerging as organizations seek an optimal balance between cloud and on-premises infrastructure.

What Are Packet Bursts: Causes, Fixes & How to Find Them

Have you ever been in the middle of an important video call, only for it to glitch or freeze out of nowhere? Or did an application suddenly slow down right when you needed it most? These frustrating moments can often be caused by something hidden in the background: packet bursts. But what exactly are packet bursts, and why do these sudden surges in data traffic catch you off guard when your network seems steady? Are they just random spikes in the data flow, or is there something deeper causing them?

Why Deep Observability is the Key to Infrastructure Success in 2024 and Beyond

In today’s digital economy, infrastructure has evolved from your organization’s technical foundation to a strategic asset that can make or break your business outcomes. Yet, as companies embrace hybrid environments, many find themselves struggling with a critical challenge: how to maintain control and visibility across increasingly complex infrastructure landscapes and AI workloads.

Maximizing Financial Efficiency for MSSPs with Cribl: Reducing Egress Costs

In previous discussions about Managed Security Service Providers (MSSPs), I’ve looked into the architectural benefits and product-level advantages of integrating Cribl. Today, let’s explore why Cribl isn’t just technically sound—it’s also a smart business decision that can help MSSPs like you manage and lower egress costs, creating a significant impact on the financial efficiency of your operations.

GitHub Status in 2024: Unveiling Patterns, Trends, and How to Stay Ahead

Note: The data presented in this analysis is based on information we collected from January 2024 to October 2024 and may contain errors or omissions. This post has been updated to include the latest dataset. GitHub and its components are used by developers and businesses around the world to power everything from small projects to large-scale operations. This is why it's crucial to understand the platform's reliability as a core business enabler.

How to Perform Health Checks on Your Kafka Cluster: Ensuring Optimal Performance and Reliability

When managing Kafka clusters, health checks are essential—not just a luxury. They’re your frontline defense in maintaining stability and performance, helping you catch issues before they snowball. Let’s dive into effective ways to assess your Kafka cluster’s health, from tracking key metrics to taking proactive steps that keep your operations running smoothly.

Smarter search, Uptime Monitoring, and Session Replay updates to simplify your debugging

Whether it’s sitting through a meeting that should’ve been an email or reading a blog post written by AI – no one enjoys losing time they’ll never get back. That’s why we rolled out updates to help you fix problems faster while skipping the manual grind, including smarter search, customizable issue views, real-time uptime alerts, and Session Replay for Mobile.

Elasticsearch achieves Certified Software Solution status for Microsoft Azure

As a trusted partner in the Microsoft ecosystem, Elasticsearch has achieved another significant milestone by becoming a Certified Software Solution for Microsoft Azure. This certification not only underscores our commitment to excellence but also reflects our dedication to delivering seamless data solutions for our customers.

OpenTelemetry vs OpenTracing - Key Differences and Migration Path

OpenTelemetry and OpenTracing are two closely connected open-source projects that enhance observability in modern distributed systems. They are designed to instrument application code for generating telemetry data. OpenTelemetry is a comprehensive, vendor-neutral framework that helps capture various types of telemetry data, while OpenTracing focuses specifically on tracing and provides a way to instrument applications for that purpose.

Datadog on Cloud Workload Identities

Datadog operates dozens of Kubernetes clusters, tens of thousands of hosts, and millions of containers across a multi-cloud environment, spanning AWS, Azure, and Google Cloud. With over 2,000 engineers, we needed to ensure that every developer and application could securely and efficiently access resources across these various cloud providers.

Smarter search, Uptime Monitoring, and updates to Session Replay

Whether it’s sitting through a meeting that should’ve been an email or reading a blog post written by AI – no one enjoys losing time they’ll never get back. That’s why we rolled out updates to help you fix problems faster and skip the manual grind, including smarter search, customizable issue views, real-time uptime alerts, and Session Replay for mobile.

Data Driven Automation Frees IT Resources to Innovate, Growing ScienceLogic Client Revenue by 11% YoY

ScienceLogic is proud of our global footprint. From “Down Under” in Australia and New Zealand to the northern climes of Scandinavia, over 500 customers serving 100,000 organizations use ScienceLogic to modernize and optimize their IT operations. One such customer is TDC Erhverv, a leading Denmark-based MSP specializing in telecommunications, internet, security, and collaboration solutions and supporting over 50,000 companies.

How to Categorize Logs for More Effective Monitoring

Log management is the process of collecting, storing, analyzing, and reporting on log data generated by IT systems. Logs provide a valuable record of system activities, enabling organizations to: Effective log management is essential for maintaining a healthy and efficient IT infrastructure. By leveraging log data, organizations can proactively address issues, improve performance, and enhance overall system reliability.

Complete 2024 Guide to Amazon Bedrock: AWS Bedrock 101

We’ve all been hearing about Amazon Bedrock – and the exclusive few who could access the full scope of AWS’ new product. But what exactly is AWS Bedrock? What can it help you accomplish? And, most importantly, when can you get full access to it? Learn all you need to know about AWS’ new tool from our cloud experts.

Unleashing the power of application performance management with OpManager Plus

A modern IT infrastructure has many layers—or stacks as we call it—that, together, are critical to running an organization. In this blog series, we’ll attend to each stack in turn, talk about why they matter, and how OpManager Plus is adept at providing visibility into each of them. Let’s start off with the first part, where we dive into the world of application performance management (APM) and understand its indispensable role in ensuring seamless IT operations.

Understanding Business Analytics

Business operations are now almost completely digitalized, this means with the appropriate tools timely data and reporting of key performance indicators can be utilized to assist in driving accurate business decision-making. With these tools, organizations can begin monitoring and analyzing extensive amounts of data that offer significant advantages to them.

10 Best Infrastructure Monitoring Tools for IT Pros

An organization’s IT system is the central hub of its computer operations. It relies heavily on this system for many functions, ensuring tasks are accomplished in a timely manner. This is why it’s vital for any IT teams handling this undertaking to integrate the best infrastructure monitoring tools in place. The consequences of IT system failures can be severe, as evidenced by a recent study.

How Philips Enhances User Experience Through Automated Remediations

In an organization driven by people and patient-centricity, Philips understands that delivering the best experiences for their customers starts with providing positive experiences for their employees. When their employees are supported and engaged, they are better equipped to deliver top-quality care outcomes for their customers.

Elastic and Red Hat: Accelerating public sector AI and machine learning initiatives

As public sector organizations adapt to the exponential growth of data, there is a pressing need for powerful, adaptable solutions to manage and process large, complex data sets. Artificial intelligence (AI) and machine learning (ML) have become essential tools with the potential to transform data into actionable intelligence for government agencies. However, deploying these advanced solutions requires a robust infrastructure capable of handling the demands of data processing, storage, and analysis.

Observability for Modern IT : eG Enterprise

Discover how eG Enterprise provides enterprise-class observability to enhance IT operations and ensure optimal digital experiences. With end-to-end monitoring, diagnosis, reporting, and analytics across physical, virtual, cloud, and hybrid environments, eG Enterprise proactively detects and resolves performance issues to keep applications running smoothly. By ensuring uptime and delivering actionable insights, it helps organizations maximize the value of their IT investments, achieve superior ROI, and deliver reliable, high-performing services.

Detect and troubleshoot Windows Blue Screen errors with Datadog

Windows Blue Screen errors—also known as bug checks, STOP codes, kernel errors, or the Blue Screen of Death (BSOD)—are triggered when the operating system detects a critical issue that compromises system stability. To prevent further damage or data corruption, the OS determines that the safest course of action is to shut down immediately. The system then restarts and displays the well-known BSOD.

Splunk continues to innovate to deliver observability for the entire enterprise

Explore how Splunk's latest innovations, including the integration of AppDynamics, are advancing enterprise observability. Learn how the unified platform delivers comprehensive visibility across complex environments, enhancing performance, reliability, and operational insights for organizations. This article originally appeared on Splunk.com. Many ITOps and engineering teams struggle with scattered visibility across their tech stack and lack insights into the performance issues impacting their business.

Salesforce Outage Disrupts Services Globally: Updates and Timeline

Today, November 15, 2024, Salesforce customers worldwide faced significant disruptions due to a service outage that began early in the morning (UTC). The outage affected multiple Salesforce instances and a range of other production and sandbox environments. This incident has left many businesses unable to access critical services, causing widespread frustration and operational delays. Here’s a detailed breakdown of the situation, what’s being done, and where you can find the latest updates.

New Relic vs Datadog: Complete Platform Comparison [2024]

Choosing between Datadog and New Relic in 2024 represents a critical decision for organizations seeking robust monitoring and observability solutions. Both platforms offer comprehensive capabilities, but their approaches differ significantly. This in-depth comparison will help you make an informed decision based on your specific needs.

A Microsoft Teams Migration in Three Steps

Whether your organization is migrating from a different platform or adopting a collaboration solution for the first time, choosing Microsoft Teams has clear benefits. It provides the opportunity to consolidate all your productivity and collaboration tools in a single environment — especially if you’re already using Microsoft 365 — and to take advantage of licensing cost benefits. But migrating to any new software is also a precarious time, and Teams is no exception.

Is Microsoft Teams Working Like You Need It To?

Microsoft Teams has become one of the most essential tools for collaboration and communication in the past few years. However, because of its now critical nature, Teams issues can cause big productivity problems in your business. Worse still, when those issues go unreported, IT departments are left well and truly in the dark.

Securing Success: Cybersecurity's Role in the Age of Digital Transformation

Over the years, organizations in the United States have adopted emerging technologies in the markets in new ways. Every company today is desperately trying to implement examples of digital transformation through a digital transformation framework with new technologies in its operations to enhance business value and gain a competitive advantage.

Are Your Teams Room Devices Delivering the Experience They Should?

Organizations have invested billions in tools to make hybrid work as effective, productive and rewarding as it can be. That includes spending on premium solutions like dedicated Microsoft Teams Rooms that provide rich communication and collaboration capabilities. A single Teams Room can cost anywhere from $2,000 to $60,000. The higher that price tag climbs, the more pressure IT departments are under to ensure seamless performance and an exceptional user experience.

Enhance Network Automation with ManageEngine OpManager's New Integration with Ansible

ManageEngine OpManager now integrates with Ansible to bring advanced automation capabilities directly to your network management toolkit. This integration allows IT teams to automate critical tasks, streamline configurations, and resolve performance issues with ease, all from a single, unified platform. By leveraging Ansible’s robust automation features within OpManager, you can reduce manual efforts, minimize downtime, and ensure your network runs at peak efficiency.

How Appwrite integrated Raygun for bulletproof error reporting: lessons learned

This guest post comes from Appwrite, an open-source backend-as-a-service platform helping developers build secure apps faster. Appwrite chose Raygun’s API for direct, lightweight error reporting that avoids SDK bloat and dependency risks. In this post, they share their journey integrating Raygun, the challenges they tackled, and the impact on their production environment. We’re excited to share these insights from the Appwrite team!

Scaling Observability for Dexory's Global Fleet of Autonomous Robots with Grafana Cloud:

Join Dexory's VP of Software, Matt MacLeod, as he explains how Dexory, a Grafana Labs customer, uses Grafana Cloud to monitor and manage a global fleet of autonomous robots for warehouse inventory. Hear about Dexory's journey from prototype to scalable observability solution, the challenges of high-frequency data collection in harsh environments, and how advanced monitoring enables proactive issue resolution. Discover Dexory’s insights on improving customer satisfaction and lowering operational costs through effective observability practices.

Getting Started with Icinga: Your All-in-One Guide to Mastering Monitoring

Whether you’re new to Icinga or a seasoned user who thinks they’ve seen it all, some of these resources could surprise you with a few tricks. Let’s dive into the resources that’ll have you saying, “Why didn’t I think of this sooner?” Or send this to someone you would like to rope into the Icinga universe.

What is Uptime?

What is uptime anyway? Behind any successful online operation is a resilient infrastructure and a team with a well-honed operational discipline dedicated to ensuring uptime metrics consistently meet the benchmarks required to fulfill service commitments. However, brief downtime can have serious repercussions when infrastructure falters or servers are pushed past their limits.

Application Experience - Amplifying Observability for Today's Experiential World

Nexthink’s industry-leading Experience 24 Events in Boston and London brought together over 1000 IT professionals dedicated to accelerating the value of strategic adoption of DEX. A hot topic was the growing recognition that traditional Observability solutions (APM’s and other high-cardinality technology monitoring solutions) while necessary, are insufficient to solve the full, end-to-end visibility of how employees are experiencing the totality of their web applications.

Drain the Data Swamp! Tagging your Data in a Data Lake to help Organize and Optimize Search

Sending events into a data lake can make it challenging to find and organize them. Using tagging with Cribl Lake in conjunction with Cribl Search across a primary data source will increase speed of analysis and reduce costs, as well as help keep your data organized. This scenario involves us performing an investigation for an incident that occurred where our systems indicated unusual activity from an IP address of aaa.bbb.ccc.ddd.

Grafana Beyla: what's new and what's next for the open source eBPF auto-instrumentation tool

It’s been a year since Grafana Labs announced the general availability of Grafana Beyla, our open source OpenTelemetry and Prometheus eBPF auto-instrumentation tool to help you easily get started with application observability. As a Beyla maintainer, I wanted to take a minute to reflect on what we’ve accomplished with Grafana Beyla since then, what we have learned about supporting an eBPF tool in production, and, in general, how exciting this whole journey has been.

Auto-resolution for scheduled maintenance

We’ve been listening to your feedback, and we’re excited to roll out the new Automatic Maintenance Resolution feature! Now, when you schedule maintenance, your service status will automatically update to “Resolved” at the scheduled end time, and any affected monitors will also switch back to “UP.” This makes managing your maintenance events even easier, without the need for manual updates.

Manage Your Pino Logs with AppSignal

We're excited to announce that AppSignal now supports Pino logs, making managing and monitoring your logging data easier than ever. By sending Pino logs directly to AppSignal, you can consolidate all your data in one place, giving you a clear overview of your app's performance for faster troubleshooting. Importantly, AppSignal now also works with Fastify 5, making it a great choice for Fastify developers looking for an APM that integrates seamlessly with their stack.

Enabling Out-of-the-Box Performance Insights in Unity Games with the Sentry SDK

The Sentry Unity SDK has been effective for crash reporting, including: We are confident that we have the best crash-reporting solution out there. Now we were looking towards offering some out-of-the-box insights into the game’s performance. Right out of the gate, we hit the first question: What would auto-instrumentation for Unity games look like?

Extended protections for cloud using CNCF open source security tools

In today's rapidly evolving cloud landscape, robust security measures are more critical than ever. At Elastic Security, we're excited to introduce our extended protections for cloud — a key component of our cloud detection and response (CDR) use case. This initiative seamlessly integrates open source security tools from the Cloud Native Computing Foundation (CNCF) ecosystem with Elastic Security's powerful analytics platform.

Observability: Self Hosted vs Fully Managed - Exploring the choices

You are running a complex, mission-critical application, and you understand you need an advanced Observability solution to efficiently troubleshoot and proactively prevent issues. Yet you have a choice to make—should you choose a “Fully Managed” SaaS solution such as Datadog, Newrelic, or Dynatrace, or should you pick an Open-Source solution that you can host yourself?

Integrate usage data into your product analytics strategy

Web applications emit a wealth of metadata and user interaction information that’s critical to understanding user behavior. However, parsing this data to find what is most relevant to your product analytics project can be challenging—what one product analyst might find useful, another might consider unnecessary noise.

Optimizing Queries in InfluxDB 3.0 Using Progressive Evaluation

In a previous post, we described the technique that makes the ”most recent values” queries hundreds of times faster and has benefited many of our customers. The idea behind this technique is to progressively evaluate time-organized files until we reach the most recent values.

SMART goals: What they are and how to apply them in IT projects

Whether in personal or professional life, goals always set a direction for where you wish to go, in addition to defining the guidelines with which to reach that desired end. In addition, awareness and motivation are generated about the actions that are carried out, which allows us to focus our energies and efforts.

The Top 10 Prometheus Alternatives

Prometheus is an open-source monitoring solution, it offers efficient, scalable, and flexible monitoring practices and has emerged as a trusted tool for organizations seeking insights into their systems. It’s written in Go, gathers metrics data, and stores it in a time series database. Also, Prometheus employs a robust query language, PromQL, to manipulate and analyze collected time series data, offering versatile monitoring capabilities for various systems and services.

How to install collectd and send metrics to MetricFire

MetricFire is a full-scale platform offering infrastructure, system, and application monitoring using open-source monitoring tools. The platform allows you to use Graphite-as-a-Service and display your metrics on aesthetically pleasing Grafana dashboards. Because of its powerful monitoring capabilities, MetricFire allows you to understand complex systems at a glance. This article will highlight everything you need to know to understand and use MetricFire for your business.

AWS re:Invent 2024: Discover the latest & greatest from Coralogix

As we gear up for AWS re:Invent this December, we’re excited to share some of the latest innovations that make our platform stand out. Coralogix continues to evolve with powerful new capabilities designed to simplify observability, improve performance monitoring, and deliver actionable insights across your systems. From advanced visualization tools to AI-powered troubleshooting, these updates reflect our commitment to empowering teams with smarter, faster ways to solve complex challenges.

Getting Started with Icinga: Your All-in-One Guide to Mastering Monitoring

If you’re looking for a comprehensive guide to getting started with Icinga, you’re in the right place. Whether you’re new to Icinga or a seasoned user who thinks they’ve seen it all, some of these resources could surprise you with a few tricks. Let’s dive into the resources that’ll have you saying, “Why didn’t I think of this sooner?” Or send this to someone you would like to rope into the Icinga universe.

No Code Observability with Grafana Beyla and eBPF | Explainer | Grafana

Discover how Grafana Beyla, powered by eBPF, brings no-code observability to your applications, revolutionizing how you manage applications. No more adding agents, redeployment, or tedious code changes! In this video, we break down how Grafana Beyla leverages eBPF (Extended Berkeley Packet Filter) to provide instant, reliable telemetry without touching your app’s code.

6 Benefits of Remote Monitoring and Management for Your Clients' IT Infrastructure

Effective management of IT infrastructure is essential for any business looking to minimize interruptions, enhance system performance, and secure a competitive advantage. Among those benefiting from these tools are managed service providers (MSPs), who play a pivotal role in optimizing and securing IT infrastructures for a diverse clientele. In today's complex business landscape, managed service providers are crucial to achieving sustained operational efficiency and resilience in IT systems.

Master application performance monitoring with our new e-book: Overcoming Roadblocks & Best Practices!

Struggling with slowdowns and performance bottlenecks? Our new e-book, "Overcoming Roadblocks and Mastering Best Practices in Application Performance Monitoring (APM)," offers expert insights to help you tackle the common challenges in APM and optimize your applications' performance. Unlock actionable strategies for enhancing efficiency and reliability in your applications.
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AI Operations: Integrating Agentic AI for Seamless Workflow Automation

With agentic AI integrated, seamless workflow automation in IT operations is now achievable. By utilizing this advanced AI, organizations can achieve autonomous systems that respond in real-time and learn and adapt, creating operational efficiencies that reduce manual oversight. CloudFabrix, a provider of AI-driven IT solutions, leverages agentic AI to transform complex workflows, reduce manual workloads, and help organizations become more resilient and agile.

17+ Critical SaaS Metrics To Monitor For Success

If your gross margin is lower than 60-90%, you have a weaker SaaS margin than you’d want. This margin can turn away investors, limiting the amount of capital you can raise to fund growth. Here’s the deal. It may not be a revenue issue. It may be that you are not monitoring the right SaaS metrics. The result: you are probably spending too much. You are probably also unaware of whether this reflects growth or simply overspending, thus ruining your budget and ROI.

Close Your Hybrid IT Observability Gap SolarWinds Observability SaaS or Self Hosted Solutions

As technology evolves, organizations face the challenge of modernizing their infrastructure to improve efficiency, reduce costs, and meet customer demands. But with hybrid IT setups—combining on-premises data centers, multiple cloud instances, and SaaS applications—most observability tools force compromises. The result? Gaps that impact performance, slow down issue resolution, hurt customer satisfaction, and reduce ROI.

Key Availability and Uptime Metrics, Stats, and KPIs You Should Monitor and Report On

What are availability and uptime metrics and why should you measure them? In the past, development teams pushed new features, and operations teams handled issues as they arose. However, as more businesses pivot to a DevOps infrastructure, all IT teams work side by side throughout an application’s lifecycle, from coding and testing to deployment and monitoring.

The Ultimate Guide to AWS Logging: Tools, Types, and Techniques

AWS logs are fundamental for organizations to conduct performance analysis, troubleshooting, security monitoring, and adhere to compliance requirements. But if you’re using more than one AWS service you can quickly realize that your logs are expanding out of control across decentralized locations. Therefore it’s crucial that you can process and analyze all your AWS logs within a single centralized repository.

An Engineer's Guide to Making Sense of Log Data

In the webinar, the experts explained why a log management strategy is crucial if you want to accurately assess the health and compliance of your applications. Topics include: Cloud native technologies have made it harder to understand how systems are behaving. Logs are the answer, but they can be voluminous and complex in any environment. How do you make sense of them?

VictoriaMetrics Efficiently Simplifies Log Complexity with VictoriaLogs

Salt Lake City, Utah, 13th November 2024 – Today we’re delighted to announce the GA release of our innovative logging solution - VictoriaLogs. Our easy-to-use, open source log management solution combines a powerful query language for easy log searching with minimal resource requirements. It’s perfect for managing and analyzing large volumes of log data, especially in containerised environments such as Kubernetes.

Key Takeaways from the 2024 DORA Report

Google recently released its 2024 Cloud DORA (DevOps Research and Assessment) report, bringing together a decade’s worth of trends, insights, and best practices on what drives high performance in software delivery across industries of all sizes. This year’s findings take a closer look at how DevOps teams can achieve greater resilience and efficiency by adopting AI, improving team well-being, and building powerful internal platforms. ‍

Use the Telegraf Exec Plugin to Convert Data Formats

Converting multiple data formats into one unified format makes software and DevOps monitoring so much easier, as it brings together all types of metrics for a smoother, more consistent analysis. This approach cuts down on the need for separate parsing setups, saving time and reducing complexity when it comes to managing configurations. It’s also a big help for scaling up—your monitoring tools can handle growing volumes of data without constant adjustments.

Avoid Rate Limiting with Query Batching

This post is part of our debugging series, where we share tricky challenges and solutions while building Sentry. On March 4th, 2024, the most metal incident happened - INC-666 INC-666, in a nutshell, was where the issue alert rule post-processing step was flooded with more load than it could handle, and alerts that were supposed to have fired did not. This means that Sentry customers might not be receiving alerts if the query that would have triggered the alert is rate-limited.

Planet of the APIs: A Master Class on Monitoring Transactions in the Wild

APIs are the crucial, hidden heroes for today's connected world, but poor performance or failure can negatively impact user experience. Proper API monitoring and testing are essential. Watch this technical session exploring how proactive API transaction monitoring can fulfill a variety of use cases, e.g. performance, regression, and functional monitoring. Learn best practices for monitoring APIs in real-world scenarios.

Grafana Cloud updates: redesigned dashboard filters, more ways to use RBAC, and more

We consistently roll out helpful updates and fun features in Grafana Cloud, our fully managed observability platform powered by the open source Grafana LGTM Stack (Loki for logs, Grafana for visualization, Tempo for traces, and Mimir for metrics). In case you missed them, here’s our monthly roundup of the latest and greatest Grafana Cloud updates. You can also read about all the features we add to Grafana Cloud in our What’s New in Grafana Cloud documentation.

10 Best Cisco Switch Monitoring Tools for 2025

Network monitoring is critical to ensuring a business stays secure. Switches are crucial to the proper functioning of that network. Hence, continue reading about the ten best Cisco switch monitoring tools. Switches connect networks and serve as controllers that let organizations share resources and talk to each other for better productivity. Without them, organizations face crippled information sharing and resource allocation, not to mention unnecessary costs.

Eighty Percent of Organizations Report Network Complexity and Visibility Blind Spots as Cloud Adoption Flourishes

We are pleased to announce the results of new research conducted by Dimensional Research and sponsored by Broadcom, which found broad proliferation of cloud infrastructure combined with continued support for remote workers is driving increased complexity and visibility challenges for network operations teams.

The Importance of API Monitoring in Maintaining Service Reliability

Why do services need API monitoring? Application programming interfaces (APIs) have become indispensable for digital business. Forbes found that 98% of developers consider APIs to be crucial to getting their work done, and 86% of developers expected their use of APIs to increase. A survey by McKinsey found that 88% of banking companies believe APIs are increasing in importance; 81% think APIs are a priority for business and IT.

Ransomware Lockdown: Securing Your Network Against Attacks

In this video, we explore the latest ransomware trends and how your security team can stay one step ahead of cybercriminals with advanced ransomware detection solutions like Progress Flowmon. Our cybersecurity experts discuss critical topics, including: Don't miss this opportunity to gain insights and practical tips to strengthen your organization’s ransomware defenses.

Get complete Kubernetes observability by monitoring your CRDs with Datadog Container Monitoring

Custom resources are critical components in Kubernetes production environments. They enable users to tailor Kubernetes resources to their specific applications or infrastructure needs, automate processes through operators, simplify the management of complex applications, and integrate with non-native applications such as Kafka and Elasticsearch.

A guide on scaling out your Kubernetes pods with the Watermark Pod Autoscaler

While overprovisioning Kubernetes workloads can provide stability during the launch of new products, it’s often only sustainable because large companies have substantial budgets and favorable deals with cloud providers. As highlighted in Datadog’s State of Cloud Costs report, cloud spending continues to grow, but a significant portion of that cost is often due to inefficiencies like overprovisioning.

Kubernetes autoscaling guide: determine which solution is right for your use case

Kubernetes offers the ability to scale infrastructure to accommodate fluctuating demand, enabling organizations to maintain availability and high performance during surges in traffic and reduce costs during lulls. But scaling comes with tradeoffs and must be done carefully to ensure teams are not over-provisioning their workloads or clusters. For example, organizations often struggle with overprovisioning in Kubernetes and wind up paying for resources that go unused.

Why Your Application is Slow - The 99% Rule for Performance Problems

If you have ever faced performance issues in an application, whether it's sluggish load times, long processing delays, or poor scalability you have probably been told that optimizing the code or database is the solution. But what does that really mean in practice? A lot of the time, it boils down to one of two causes: either a poorly optimized algorithm (often with quadratic or exponential time complexity) or an inefficient database query.

Elastic Observability 8.16: Enhanced OpenTelemetry support, advanced log analytics, and streamlined onboarding

Elastic Observability 8.16 announces several key capabilities: Elastic Observability 8.16 is available now on Elastic Cloud — the only hosted Elasticsearch offering to include all of the new features in this latest release. You can also download the Elastic Stack and our cloud orchestration products — Elastic Cloud Enterprise and Elastic Cloud for Kubernetes — for a self-managed experience. What else is new in Elastic 8.16?

Elastic's redesigned navigation menu

A deeper look into our new, simplified navigation menu for Elastic Cloud Hosted deployments In recent years, the Elastic platform steadily expanded its features and capabilities to address complex and evolving customer needs. As a result, the left navigation became a vast array of over 100 menu items. While our customers deeply value this extensible toolset on a unified platform, daily users need a simple interface for quick access to commonly used tools.

Part Two: InfluxDB 3.0 Under the Hood

In the first blog in this series, Setting Up InfluxDB and Visualizing Data: Part 1, we built a data collection and visualization platform for time series data using InfluxDB Cloud Serverless. Inspired by the CSTR with PID controllers use case, the project showcased how to ingest real-time data and visualize it using InfluxDB and Grafana. This follow-up post focuses on InfluxDB’s 3.0 architecture, giving an in-depth look at the platform’s inner workings.

AppAssure: Ensuring the resilience of your Tier-1 applications just became easier

Every week, we hear about critical applications failing, leaving users frustrated and businesses scrambling. IT teams are fighting too many fires, dealing with too many disruptions, and spending too much time guessing instead of fixing. A 2023 study by Forrester Consulting found that in the month before the study, 37% of companies estimated they lost between $100,000-$499,000, and 39% lost $500,000-$999,999 due to internet disruptions. The costs are real, and they’re massive.

Achieve product mastery and unlock the full potential of Site24x7 with Site24x7 Academy

Organizations grow, and so do we. At Site24x7, we continually evolve by incorporating customer feedback and staying ahead of industry trends. As our valued customers who use the product day in and day out, you likely want a thorough understanding of all the features and use cases it has to offer.

Streamlining Success: A Comprehensive Guide to IT Operations Efficiency with ScienceLogic

In today’s digital-first landscape, where IT underpins almost every aspect of business operations, efficiency in IT isn’t just a bonus; it’s foundational for reducing operational costs, improving performance, mitigating risk, driving innovation, and staying competitive. Core areas to focus on when driving operations efficiency include infrastructure management, business service management, security, and monitoring.

How AIOps Supports Smooth Changes in Operational Processes

As IT infrastructure continues to grow in complexity, companies face a distinct challenge: they must be able to effectively and efficiently manage their infrastructure today, while also preparing it for tomorrow. Having infrastructure that is responsive and adaptable both short-term and long-term is indispensable to keeping users satisfied and maintaining a competitive advantage.

SNMP Ports: Everything You Need to Know for Efficient Network Management

Simple Network Management Protocol (SNMP) is a widely used network monitoring and management protocol. It allows you to keep track of the status and performance of the devices on your network, like routers, switches, servers, and printers. A key component of SNMP are the ports used for communication between the SNMP manager (the monitoring system) and SNMP agents (software on the monitored devices).

Getting eyes on your KPIs!

The SquaredUp motto is Measure What Matters – sometimes though, the processes that really matter can be located at numerous different points up, down and across your organisational landscape. This can make surfacing your most important measures – i.e. your KPIs – somewhat problematic. At SquaredUp, we have been thinking hard about this problem and have now released the initial version of our solution – KPI roll-ups.

Common Errors in Next.js Caching

Caching is one of the big draws for people using the Next.js framework. Its on-by-default, “just works” nature sets you up for high performance applications right out of the gate. However, improving web performance comes at the cost of a complex caching system. This complexity is a source silent errors in the form of stale and incorrect data. Next.js does its best to choose the right caching behavior for each page.

MetrixInsight for Citrix Logon Simulator: New Release Adds MFA and NetScaler Support for Citrix Logon Monitoring

MetrixInsight for Citrix Logon Simulator is a powerful tool built on the GripMatix Logon Simulator for Citrix to ensure optimal performance and reliability within Citrix environments. By continuously conducting synthetic logon transactions, it enables IT teams to proactively monitor Citrix logon performance, addressing issues before they affect users.

Top 24 Azure Cost Management Tools to reduce spending

Azure, Microsoft’s cloud platform, has become an essential part of modern businesses, offering a vast array of services and resources. However, effective cost management in Azure is crucial to avoid unexpected expenses and optimize spending. While Azure provides its native tools for cost management, several third-party solutions offer advanced features and capabilities to help you make the most of your Azure resources. This blog will explore the top 24 Azure cost management tools.

Why should you care about architectural differentiators?

When discussing what makes a product different, what makes it unique, we are led down the path of feature comparison. It is a natural thing to break down a product into its component parts to ease the process of weighing and measuring each layer. Does the authentication layer support SAML? Can platform components be defined in code? Beneath each of these features, however, is a foundational strata. A golden thread that enables and constrains each and every piece.

OpenAI Status in 2024: Unveiling Patterns, Trends, and How to Stay Ahead

OpenAI and its offerings have become mission-critical for countless developers and organizations. This is why it's crucial to understand the platform's reliability as a core business enabler. One way to do so is to track the service status from the OpenAI status page. In this analysis, we review incident data from OpenAI's 2024 status updates, highlighting patterns and offering insights to help manage subsequent disruptions more effectively.

Monitor Azure AI Search with Datadog

Azure AI Search is Microsoft Azure’s managed search service. In addition to tackling traditional search use cases, Azure AI Search also includes AI-powered features to make it a fully capable document catalog, search engine, and vector database. AI Search is highly interoperable—it can use models created in Azure OpenAI Service, Azure AI Studio, or Azure ML.

Enhancing Data Flexibility in Microsoft Sentinel with Cribl

At Cribl, we’ve been deeply investing in the Microsft Azure security space. Last year, we introduced a native integration with Microsoft Sentinel, enabling us to write data seamlessly to native and custom tables. As highlighted earlier, working with Microsoft Sentinel and Log Analytics involves interacting with tables with predefined column names and data types.

VictoriaMetrics Anomaly Detection: What's New in Q3 2024?

With this blog post, we continue our quarterly “What’s New” series to inform a broader audience about the latest features and improvements made to VictoriaMetrics Anomaly Detection (or simply vmanomaly). This post covers Q3'24 progress along with early Q4 to accommodate a slight shift in the publishing schedule — why not take advantage of it? Stay tuned for upcoming content on anomaly detection.

Simple Guide to Converting Prometheus Metrics to Graphite Using Telegraf

Monitoring with Graphite is often easier than with Prometheus because it uses a simple, hierarchical naming system that's intuitive to manage. Its storage model is also designed for long-term data retention without complex setups, which is perfect when historical data matters. By converting Prometheus metrics to Graphite, you streamline your monitoring to one consistent format, reducing the hassle of juggling multiple systems.

Use Datadog App Builder to peak, purge, or redrive AWS SQS.

This video aims to showcase how developers can self-serve from an application to simplify the management of their AWS cloud resources. Rather than switching between tools or reaching out to another team for help, developers can take action directly from their observability tool, enabling faster resolution of application issues. We will demonstrate how to build a simple app that allows them to minimize disruptions by quickly taking action on their SQS queues in AWS, using insights provided by Datadog.

What is Endpoint Detection and Response (EDR) Software?

Organizations are rapidly adopting endpoint detection and response software to address the challenge and strengthen their overall network infrastructure security. Why? In large part because endpoints are used by the weakest link in the cybersecurity chain (humans!) and therefore create business risk. Endpoint devices typically have internet access, can reach sensitive internal data, and are primarily used by people who aren’t cybersecurity professionals.

What is Endpoint Monitoring? Definitions, Benefits & Best Practices

Endpoints are a prime target for threat actors. In fact, 68% of the respondents to a Ponenmon study reported experiencing an endpoint attack that successfully compromised data or IT infrastructure. And, with IBM pegging the average cost of a data breach at $4.88 million USD, it’s clear that effective endpoint monitoring and security is a key objective for organizations of all sizes. As the stakes for endpoint security increase, so does the complexity.

Troubleshooting Kafka Monitoring on Kubernetes

Let’s be honest: setting up Kafka monitoring on Kubernetes can feel like you’re trying to solve a puzzle without all the pieces in place. Between connectivity snags, configuration issues, and keeping tabs on resource usage, it’s easy to feel like you’re constantly firefighting. But tackling these issues head-on with a few go-to solutions can save a lot of headaches down the road.

Top 5 Best Container Monitoring Tools in 2025

Monitoring provides real-time insights into containerized applications' performance, resource utilization, and overall health. It allows organizations to identify bottlenecks, track resource allocation, detect anomalies, and ensure optimal performance of their containerized infrastructure. Let's explore the world of container monitoring software and discover the leading options that empower you with the necessary tools to monitor and optimize your containers effectively in 2025.

How to Optimize Your Cloud Infrastructure with Real-Time Monitoring

Is your cloud infrastructure turning into a money pit? Despite the promise of scalability and cost-effectiveness, many businesses need help with efficient resource utilization, sluggish performance, and spiraling expenses in their cloud environments. Applications grinding to a halt during peak business hours or receiving a monthly bill that makes your CFO break out in a cold sweat are not situations you want to be in.

How Generative AI Can Prevent Downtime with AI-Powered Observability

Generative AI (GenAI) is still in its infancy, but its impact is already being felt across industries. Over the past year, production applications leveraging GenAI have gone from proof-of-concept to delivering real-world value. According to the World Economic Forum, 75% of surveyed companies plan to adopt AI technologies by 2027. Leading cloud providers like AWS are making significant investments.

A Beginner's Guide To Service Discovery in Prometheus

Service discovery (SD) is a mechanism by which the Prometheus monitoring tool can discover monitorable targets automatically. Instead of listing down each and every target to be scraped in the Prometheus configuration, service discovery acts as a source of targets that Prometheus can query at runtime. Service discovery becomes crucial when there are dynamically changing hosts, especially in microservices architectures and environments like Kubernetes.

How to Your Monitor Business Application Performance

Application performance monitoring is key to having business operations function well, and user satisfaction is at an all-time high as your company keeps ahead in the race. The result is frustrated users, lost productivity, and lost revenues. Proactive monitoring of some key aspects of your business applications puts you in a good position: you are able to identify issues before they can turn into major ones; optimize performance, and ensure smooth delivery of an end-to-end user experience. Here are some strategies and tools needed to effectively monitor application performance for your business.

Mastering Cloud Financial Management: A Guide To Optimizing Cloud Costs

On one hand, organizations are ramping up their cloud adoption to stay relevant and competitive in the market; on the other, they haven't had time to put in place the foundational mechanisms to track and check cloud costs. Through this paper, we will try to explain how cloud financial management can help large enterprises with global cloud footprints to get more value out of their cloud investments.

Embracing Autonomous Operations with AIOps

Digital enterprises need to adopt automation at scale, to remain agile and respond to changes in today's fast-changing business environment. Autonomous IT operations, powered by AI-driven automation can improve service availability, eliminate downtime, free up teams for more value-adding tasks and innovations, drive down operational costs, and even make it easier for organizations to adopt new business processes or leverage new technologies.

A Journey Towards Observability-led Aiops

Bring composite visibility with logs, metrics, events, and traces to find and fix issues faster. Observability is no longer a choice but an essential component of future IT infrastructure. Enterprise IT operations are transforming from a traditional, siloed, and people-first approach to a technology-first approach, leveraging AI/ML and automation. This whitepaper touches upon: Download this paper and find out how you can have better visibility and insights into distributed application systems.

Top 5 outages detected by StatusGator in October 2024

StatusGator’s Early Warning Signals alerted customers to several notable service outages in October 2024. With advanced warning, our users could take proactive measures, minimizing the impact of downtime on their businesses. Here’s a summary of how our detection gave customers an edge over service disruptions, often notifying hours or minutes before the provider even acknowledged the issue.

Visualize real-time CAN-to-USB data via custom Grafana dashboards and the MQTT plugin

Martin Falch, co-owner and head of sales and marketing at CSS Electronics, is an expert on CAN bus data. Martin works closely with end users, typically OEM engineers, across diverse industries (automotive, heavy-duty, maritime, industrial). He is passionate about data visualization and has been spearheading the integration of the CANedge/CANmod with Grafana dashboards through various data sources.

Grafana release cycle: end-of-year update

It’s been another big year for Grafana. In April, we unveiled Grafana 11.0 at GrafanaCon 2024, which introduced a queryless experience with Explore Metrics and custom visualizations with Canvas panels. Since then, we’ve made improvements to data sources and visualizations in our minor releases, and just last month the 11.3 release marked the general availability of Scenes-powered dashboards.

Add global beforeEach / afterEach hooks using Playwright automatic fixtures

Join Stefan Judis, Checkly's Playwright ambassador, as he shows you how to make your end-to-end testing life easier using Playwright's automatic fixtures. Learn how to implement global "beforeEach" and "afterEach" test hooks to add runtime annotation and JavaScript exception monitoring without repeating yourself across spec files.

140x cheaper than Datadog: why storing observability data on-prem makes sense

I’ve heard this story many times from production engineers: ‘We use tools like Datadog and NewRelic, but to keep costs from skyrocketing, we’re only monitoring our most critical services. We’re storing just 10% of our logs and traces and only the metrics we consider essential. It’s a frustrating situation. Engineers want full visibility across their systems, but cloud storage costs make it impossible to monitor everything.

GICG: a deep-dive into how the Java garbage collector works and its benefits

Garbage collectors in Java, along with other programming languages such as C# and Python, are automated processes that run in the background to free up memory. Garbage collectors routinely identify and reclaim unused memory to stop memory leaks (unused objects still being referenced) and make applications more efficient and faster for end users.

Top 10 Kibana Alternatives [2024 Guide]

Choosing the right data visualization and analysis platform is essential for gaining valuable insights, and while Kibana is a popular choice in the industry, it may not meet the specific needs of every organization. Whether you are looking for more cost-effective solutions, advanced features, or better scalability, there are several strong alternatives worth considering. In this guide, we will dive into the top 10 Kibana alternatives for 2024, highlighting what each option offers.

Monitor the cost of your public sector applications with Datadog Cloud Cost Management

As federal, state, and local government agencies work to modernize their digital infrastructure and applications, managing costs effectively remains a constant challenge. Federal directives like Cloud Smart indicate the need for public sector IT organizations to track and optimize their cloud spends. However, as an organization’s IT environment grows in complexity, it becomes difficult to correlate cost data and extract useful insights.

Troubleshooting RAG-based LLM applications

LLMs like GPT-4, Claude, and Llama are behind popular tools like intelligent assistants, customer service chatbots, natural language query interfaces, and many more. These solutions are incredibly useful, but they are often constrained by the information they were trained on. This often means that LLM applications are limited to providing generic responses that lack proprietary or context-specific knowledge, reducing their usefulness in specialized settings.

Netdata's Native Windows Agent: The Best Way to Monitor Windows!

We are pleased to announce a significant advancement in system monitoring: the launch of Netdata’s first-ever native Windows agent. This release represents a major step forward in our mission to provide comprehensive and efficient monitoring solutions across all platforms. With the introduction of the native Windows agent, we are extending our robust monitoring capabilities to Windows environments, enabling seamless and unified monitoring across diverse infrastructures.

Resolving Application Issues Faster with Stackify Retrace

In an agile DevOps environment, developers move quickly and often, making small changes in ongoing sprints. Once applications go live, operations teams (and often times, developers themselves) take over performance management and issue resolution, while updates and improvements continue. Developers and DevOps teams need a continuous flow of information on how each iteration works, fails, or worse – introduces new problems.

Maximize Azure Stack HCI Performance: Proven Resource Optimization Techniques

Looking to optimize your Azure Stack HCI and boost the efficiency of your on-prem infrastructure? Watch this exclusive on-demand webinar to learn actionable strategies for improving performance and reducing costs, tailored specifically for IT professionals managing Azure Stack HCI environments.

What is a Network Error? Understanding and Fixing the 12 Most Common Network Errors

We’ve all experienced those frustrating moments when a network error code pops up unexpectedly, and you're forced to stop everything you're doing. We all hate to see a 404 (Not Found) or 500 (Internal Server Error) network error coming. Whether it’s sluggish connections, dropped calls, or websites refusing to load, the instinct is often to try quick fixes, browse a few “how-to” articles, or even just wait for the issue to pass.

Application Performance Monitoring (APM) Guide for DevOps Teams in 2024

In today's rapidly evolving technology landscape, Application Performance Monitoring (APM) has become a critical component for DevOps teams striving to maintain high-performing, reliable applications. This comprehensive guide explores everything modern DevOps teams need to know about implementing and optimizing their APM strategy.

This Month in Datadog - October 2024

On the October episode of This Month in Datadog, Jeremy Garcia (VP of Technical Community and Open Source) covers unified Error Tracking, Security Operational Metrics, and a new Datadog Serverless feature for retrying or redriving failed AWS Step Functions executions directly from Datadog. Later in the episode, Shri Subramanian (Group Product Manager) spotlights Datadog LLM Observability’s native integration with Google Gemini. Also featured are our blog posts Operator vs.

IT Monitoring News | November '24 Edition

Welcome to our November edition of the NiCE bi-monthly newsletter! We’re thrilled to share the latest updates, insights, and events to keep you ahead in the ever-evolving IT monitoring landscape, primarily revolving around Microsoft System Center. Whether you’re looking to stay current with new features, understand best practices, or network with fellow professionals, our newsletter has you covered.

What is DNS query resolution policy? How does it help tailor responses for specific segments in your Windows network?

Query Resolution Policy (QRP) is a security feature in ManageEngine DDI Central that allows network administrators to resolve DNS queries for specific clients’ IP addresses in the Windows Microsoft server. This helps secure the confidential network resources of an organization by preventing unauthorized individuals from accessing them. Also, QRP can help categorize certain departments to permit and restrict access to network resources.

7 Myths of AVD Monitoring

Azure Virtual Desktop (AVD) is a powerful and increasingly popular solution that allows businesses to provide secure, scalable, and cloud-based desktop virtualization, usually without the overhead of on-prem infrastructure. However, many organizations underestimate the importance of monitoring, leading to performance, compliance, and cost issues. Today, I will debunk several common myths surrounding AVD monitoring and explain why a proactive approach can save you time, stress and billing costs.

The Digital Operational Resilience Act (DORA) is coming - are you ready?

As the official implementation date approaches for the Digital Operational Resilience Act (DORA) – financial institutions and their information and communication technology (ICT) service providers, across the European Union are gearing up for a significant shift in their operational landscape.

Kentik Named a Value Leader in EMA's 2024 Radar Report for Network Operations Observability

We are excited to share that Kentik has been named a Value Leader in EMA’s 2024 Radar Report for Network Operations Observability. This recognition highlights our continued commitment to building an AI-powered, end-to-end observability platform for modern networks, helping network and cloud teams optimize their infrastructures for availability, performance, cost-efficiency, and security.

What is Synthetic Monitoring?

Synthetic monitoring (SM) uses script-based, simulated user interactions to assess the performance and reliability of websites, application program interfaces (APIs), and other digital services. These scripts can mimic typical user behaviors, such as logging in, completing a purchase, site navigation, etc., and run consistently from multiple locations so you get real-time feedback on how your systems handle different scenarios.

Cost-Effective Strategies for Kafka Resource Management

Running Kafka at peak efficiency doesn’t come cheap. But with some smart tweaks, it’s entirely possible to keep costs down while making sure everything flows smoothly. The key is to balance your resource usage across CPU, memory, and storage to get the most bang for your buck. Let’s dive into some strategies that will help you stretch those resources, streamline your Kafka setup, and avoid breaking the bank.

Create ServiceNow tickets from Datadog alerts

ServiceNow is a popular IT service management platform for recording, tracking, and managing a company’s enterprise-level IT processes in a single location. In addition to helping you manage your ServiceNow CMDB, Datadog also integrates with ServiceNow IT Operations Management (ITOM) and IT Service Management (ITSM), enabling you to automatically create and manage ServiceNow incidents and events from the Datadog platform.

Product Update: Introducing User Groups for InfluxDB Cloud Dedicated

We are excited to announce the launch of User Groups, a major update that facilitates enhanced security through access control in InfluxDB Cloud Dedicated. This new feature allows for more granular access management by limiting limited access accounts. Giving customers more access control helps them implement PoLP (“Principle of Least Privilege”) for improved security.

AppNeta Feature Highlight: Monitoring Policies

This year, we’ve been working hard to introduce monitoring policies, a new feature designed to simplify and streamline the monitoring configuration process. This set of features is a direct result of collaborating closely with our customers to understand their unique challenges. We've listened to your feedback and are excited to deliver a solution that makes monitoring more efficient and user-friendly than ever before.

Debugging Python Cold Starts with Sentry Profiling and improving our P99 latency by several seconds

At Sentry, we don't just build debugging tools for developers—we use them ourselves. This story demonstrates how we leveraged our own platform to solve a mysterious performance issue that was causing significant latency spikes in our critical infrastructure which is used in nearly every backend request.

Observability 2.0: Don't repeat sins of the past

If you are moving in the observability circles, chances are that you have heard the phrase “Observability 2.0,” which refers to how we need a new approach to observability. I am incredibly excited about the energy and discussion around a shift to “Observability 2.0,” as we now have a second chance to develop observability the way it was originally envisioned.

How to work with multiple data sources in Grafana dashboards: best practices to get started

Grafana dashboards enable you to visualize and correlate data from a wide range of sources. With a centralized view of your data, you can troubleshoot faster, make better decisions, and streamline monitoring. But for those of you ramping up with Grafana, you might have a few questions about how, exactly, to create these rich dashboards featuring data from disparate sources, or even how to incorporate multiple queries from a single source into your visualization.

A Taste of Observability - Embrace the Cloud With OpenTelemetry

Join Splunk Observability expert Kirk O'Quinn and Monster CICD Lead Graham Bucknell for a conversation on OpenTelemetry (OTel), a powerful open-source project that is transforming how we monitor and trace applications. In this informative session, we will delve into the world of Otel, exploring its history, its roadmap and we will discuss lessons, and success/failures of “Companies” journey to OpenTelemetry.

Find and query application errors in Honeybadger Insights

Join Honeybadger cofounder Ben Curtis as he uses Honeybadger to find and query for application errors in Honeybadger Insights. Honeybadger Insights is a new full-stack logging, observability, and performance monitoring tool from Honeybadger.io. Gain insights into your errors, application logs, and other event streams with a powerful query language and ready-made dashboards.

Deploying the Loki Helm on AWS | Grafana

One of our most requested Loki tutorials is here! Deploying the Loki Helm on AWS . In this video, we’ll walk you through the entire process of deploying the Loki Helm on AWS; from creating a Kubernetes cluster to configuring essential AWS resources to learning best practices when creating your Helm values file. If you are struggling with your first production deployment this should get you up and running so you can store your logs.

Prometheus 3.0 and OpenTelemetry: a practical guide to storing and querying OTel data

Over the past year, a lot of work has gone into making Prometheus work better with OpenTelemetry—a move that reflects the growing number of engineers and developers that rely on both open source projects. Historically, Prometheus users have faced a number of challenges when trying to work with OpenTelemetry (and vice versa).

Monitoring domains and DNSSEC properly

First of all, if you own a domain, the following text is for you. In production you obviously want to reduce outages. And an outage of a DNS domain as such takes down all services under that domain, no matter whether your LAMP components are all up and running. At least from users’ perspective. As usually, roughly speaking, monitoring has to “play end user” to properly discover failures end-to-end. At best you have an Icinga satellite (e.g.

Anatomy of an OTT Traffic Surge: The Fortnite Chapter 2 Remix Update

On Saturday, November 2, the wildly popular video game Fortnite released its latest game update: Fortnite Chapter 2 Remix. The result was a surge of traffic as gaming platforms around the world downloaded the latest update for the seven-year-old game. Doug Madory looks at how the resulting traffic surge can be analyzed using Kentik’s OTT Service Tracking.

Common Kafka Cluster Management Pitfalls and How to Avoid Them

Managing a Kafka cluster is no small feat. While Kafka’s distributed messaging system is incredibly powerful, keeping it running smoothly takes careful planning and a keen eye on the details. Small mistakes in Kafka management can quickly add up, leading to bottlenecks, unexpected downtime, and overall reduced performance. Let’s explore some common Kafka management pitfalls and, more importantly, how to steer clear of them.

Tracing the Line: Understanding Logs vs. Traces

In the software space, we spend a lot of time defining the terminology that describes our roles, implementations, and ways of working. These terms help us share fundamental concepts that improve our software and let us better manage our software solutions. To optimize your software solutions and help you implement system observability, this blog post will share the key differences between logs vs traces.

Did Delta's slow web performance signal trouble before CrowdStrike?

The CrowdStrike outage was a reminder of how quickly the dominoes can fall—especially when the foundation is shaky. Delta Airlines was hit harder than its competitors. While United and American Airlines were able to recover within days, Delta faced ongoing struggles, leading to the cancellation of 7,000 flights over five days.

Top 12 SolarWinds Competitors and Alternatives In 2024

Organizations exploring SolarWinds alternatives often face a critical decision when choosing the right network and infrastructure monitoring solution. While SolarWinds has established itself as a reliable industry standard, companies are increasingly seeking alternatives that offer better alignment with their monitoring needs, budget constraints, and security requirements.

What is a Status Page and Why Every Website Needs One

Imagine if every time your website had the hiccups, your customers started dialing support faster than you can say “downtime.” In the modern digital age, where patience is thinner than a smartphone and attention spans are shorter than a tweet, keeping your users informed is not just polite — it’s essential. So, what exactly is a status page? Think of it as your company’s health monitor, but without the awkward blood pressure cuff.

Enhance your website and internet service performance with a detailed RCA report

Without visibility into webpage performance metrics, organizations risk encountering several critical challenges. These challenges include slow load times deterring potential customers, difficulty in troubleshooting performance bottlenecks, inefficient resource allocation, missed opportunities for optimization, and a damaged brand reputation due to poor user experience.

AI Observability with Grafana with Ishan Jain (Grafana Office Hours #29)

In this Grafana Office Hours, Ishan Jain talks about AI Observability with Grafana: what it entails, factors to consider when monitoring and observing LLMs, and how to do it all with Grafana. He is joined by Senior Developer Advocate Nicole van der Hoeven. LINKS.

Easiest Way to Monitor Traefik Requests Using StatsD and Graphite

Traefik is a modern reverse proxy and load balancer designed to handle dynamic, microservices-based environments with ease. It's popular for its simple configuration, native integration with cloud platforms, and ability to automatically discover services in real time. Monitoring Traefik is essential to ensure efficient traffic management, gain insights into service performance, and quickly detect issues, making it a vital component in maintaining reliable, high-performance applications.

Top Networking Monitoring Tools

Businesses rely on accurate network monitoring data because the network is the backbone of IT infrastructure. Lacking internal or external communication about your network can be disastrous, especially if you provide digital goods or services. Network monitoring tools shouldn't be a "nice to have" that may or may not make this year's department budget. They are essential to monitoring performance, spotting anomalies, and identifying potential security issues.

Latest Product Updates and Features in Logz.io | November 2024

We’ve improved the filter pane to include: Additionally, a new time-picker option lets you mix absolute and relative times and manually set the date and time to the second. Additionally, you can view your data in either UTC or your local time zone. Saved searches from Explore can now be used to create visualizations and dashboards in OpenSearch Dashboards, streamlining data analysis.

Enhance user insights with Custom Measurements & Timing

When we talk about Real User Monitoring (RUM), it’s easy to get wrapped up in metrics—the hard numbers that tell us about our users’ experiences. But RUM is more than just data; it’s the foundation for improving performance, an essential key to user experience. The big question is: how do you accurately measure that experience across different kinds of applications?

Webinar Recap | Telemetry Data Management: Tales from the Trenches

Managing telemetry data effectively is a serious challenge for today’s engineering teams. In our webinar, Telemetry Data Management: Tales from the Trenches, experts from Mezmo and DZone shared practical strategies for building robust telemetry pipelines that both streamline operations and turn raw data into a strategic asset.

How we use Scorecards to define and communicate best practices at scale

In modern, distributed applications, shared standards for performance and reliability are key to maintaining a healthy production environment and providing a dependable user experience. But establishing and maintaining these standards at scale can be a challenge: when you have hundreds or thousands of services overseen by a wide range of teams, there are no one-size-fits-all solutions. How do you determine effective best practices in such a complex environment?

Break Free From ISP Problems: How to Identify & Troubleshoot ISP Issues

When your Internet connection starts acting up, it's frustrating, especially when you're trying to figure out whether the issue is on your side or your ISP’s. Identifying and fixing ISP issues can be tricky, but it's necessary to keep your business running smoothly and avoid downtime that hampers productivity.

How to Gain Targeted Insights through Real User Monitoring (RUM)

Uptime.com offers Real User Monitoring (RUM) as part of every subscription plan. RUM reporting provides a variety of insights into how users experience your website, packaged in a single report that offers an intuitive snapshot of user experiences. While Uptime.com can provide metrics and monitoring of performance, RUM enables real-time monitoring, collecting metrics that show how users interact with your site and how satisfied they are with its speed and stability.

Analyze user behavior with RUM: Filterable performance insights to transform your business

Understanding how real users engage with a web application or website is crucial for the success of any business. Analyzing this data reveals vital insights into user behavior, performance metrics, and the overall experience. However, this vast amount of information can be both a blessing and a curse. While it holds the potential for invaluable insights, it often becomes overwhelming, making it difficult for teams to pinpoint specific performance issues affecting user experiences.

What's new in .NET 9: System.Text.Json improvements

.NET 9 is releasing in mid-November 2024. Like every.NET version, this introduces several important features and enhancements aligning developers with an ever-changing development ecosystem. In this blog series, I will explore critical updates in different areas of.NET. For this post, I will look through advancements in System.Text.Json.

Heroku Monitoring Add-ons 2025 with Hosted Graphite

Monitoring performance of Heroku applications helps improve user experience. This blog post covers Heroku monitoring add-ons and explores why Hosted Graphite is the best choice in 2025. We'll discuss the benefits and setup process of the Hosted Graphite add-on. We'll also discuss future trends in Heroku monitoring.

What is a file system?

A file system determines how the operating system stores, organizes, manages, and retrieves data from a storage device. With a file system in place, files are systematically stored and accessed. File systems should not be confused with storage devices like hard disks, SSDs, or USB drives. Let's learn what file systems are, their types, and why they are critical in enterprise environments.

Datadog on Building Reliable Distributed Applications Using Temporal

Temporal is an open source platform to build resilient and reliable distributed systems. Datadog started using Temporal in 2020 as the foundation for our internal software delivery platform. Since then, its usage has been widely adopted as a platform that any engineering team can use to build their systems. In this Datadog on episode, Ara Pulido chats with Loïc Minaudier, Senior Software Engineer in the Atlas team, responsible for providing a developer platform on top of Temporal, and Allen George, Engineering Manager in the Datadog Workflows team.

How to Use Data Views to Save Your Monitoring Budget

MetricFire automatically produces different statistical views on the data you send, providing fast views on your metrics at the most appropriate resolution for viewing on your dashboard using Hosted Graphite. This allows you append views to the end of your metric to visualize your data in different ways. Append a view to the end of your metric to visualize your data in different ways.

Top 13 Open Source APM Tools [2024 Guide]

Choosing the right APM tool is critical. How do you know which is the right one for you? Here are the top 13 open source application performance monitoring(APM) tools which can solve your monitoring needs. Open source APM tools have added benefits over their SaaS counterparts. Open source tools are more transparent as you can verify its source code, and you can use it without going through the pains of taking approvals usually required for using a third-party vendor tool.

Balancing Performance and Cost in MQ Modernization

When it comes to modernizing MQ systems, finding the right balance between performance and cost can feel like walking a tightrope. With budget constraints on one side and the need for high performance on the other, it’s easy to tip too far in either direction. But here’s the thing—when you modernize your MQ infrastructure thoughtfully, you can achieve both efficiency and budget optimization.

LLM Monitoring and Observability

The demand for LLM is rapidly increasing—it’s estimated that there will be 750 million apps using LLMs by 2025. As a result, the need for LLM observability and monitoring tools is also rising. In this blog, we’ll dive into what LLM monitoring and observability are, why they’re both crucial and how we can track various metrics to ensure our model isn’t just working but thriving.

SolarWinds Observability Self Hosted 2024.4 Expanded Device Support and Enhanced Wireless Monitoring

Discover the latest features in SolarWinds version 2024.4! This update brings support for a variety of new network devices, including Fortinet SD WAN, Ruckus, Juniper, Arista, and Extreme Networks wireless access points, plus Meraki switch support via API integration. Join Crystal Taylor, SolarWinds Evangelist, as she takes you through the new wireless monitoring capabilities and shows how your network management just got easier. Watch now to optimize your network oversight and stay ahead with these powerful enhancements!

SolarWinds Observability Self Hosted 2024.4: New Cloud Monitoring for Azure and AWS Databases!

Explore the powerful new features in SolarWinds version 2024.4, now supporting expanded cloud monitoring capabilities! Crystal Taylor, SolarWinds Evangelist, walks you through the latest updates, including Azure Managed Instance, Azure MySQL, Azure PostgreSQL, and Amazon RDS for SQL Server. See firsthand how PostgreSQL and RDS instances are monitored, showcasing detailed charts and metrics like Log IOs, physical data reads, and memory usage. Upgrade now to take full advantage of these new insights and optimize your cloud database performance.

Introducing the Datadog Architecture Center

To prevent visibility gaps in your cloud environment, you need to efficiently deploy observability solutions that integrate easily with key technologies in your stack and scale reliably with new applications and migrated workloads. But observability deployments can be complex, often requiring deep and specific knowledge that may not be available within your teams.

Track and troubleshoot MongoDB performance with Datadog Database Monitoring

Many modern applications rely on MongoDB and MongoDB Atlas to manage growing data volumes and to provide flexible schema and data structures. As organizations adopt these and other NoSQL databases, effective monitoring and optimization become critical, especially in distributed environments.

How Implementing Load Balancing Optimizes Service Performance

Considering implementing load balancing? Slow websites and website downtime are more than just nuisances. One study found that slow-loading websites cost online retailers more than $77 billion each year in lost sales. Over half of consumers cite a slow webpage as the main reason for abandoning an online purchase, and just under half will not return to a website after a bad experience.

Against Incident Severities and in Favor of Incident Types

About a year ago, Honeycomb kicked off an internal experiment to structure how we do incident response. We looked at the usual severity-based approach (usually using a SEV scale), but decided to adopt an approach based on types, aiming to better play the role of quick definitions for multiple departments put together. This post is a short report on our experience doing it.

Unlocking the Power of UIMAPI: Automating Probe Configuration

The UIMAPI is a RESTful API. With UIMAPI you can programmatically perform almost any action in your DX UIM environment. Using the Swagger front-end as a guide, you can manually execute REST endpoints. However, many customers would rather use a program to automate these actions.

Cribl Copilot Leverages Our Docs to Get You Answers Faster Than Ever Before!

Cribl employees are renowned for their insatiable curiosity, especially when it comes to their passions. Having been a technical writer for most of my adult life, this goat is deeply passionate about two things: writing engaging content and understanding the mindset of our users. As one of our founders always says, “Software is a people business.” To make my users successful, I need to know how they think. But what if the “user” is a machine? This goat is intrigued.

Creating alerts from panels in Kubernetes Monitoring: an overlooked, powerhouse feature

As a product manager here at Grafana Labs, I’ve learned that sometimes the most powerful features can sneak by unnoticed, buried in those three little dots off to the side of the panel. But what happens when one of those hidden gems suddenly becomes the star of the show? Recently, we released a new Kubernetes Monitoring feature in Grafana Cloud—an alert system you can use to create alerts from panels in the app.

Understanding IoT Logging Formats in Azure and AWS

Internet of Things (IoT) devices are everywhere you look. From the smartwatch on your wrist to the security cameras protecting your offices, connected IoT devices transmit all kinds of data. However, these compact devices are different from the other technologies your organization uses. Unlike traditional devices, IoT devices lack a standardized set of security capabilities, making them easier for attackers to exploit.

Network Observability: Mastering Infrastructure Data for Smarter IT

If you want to know exactly what’s on your network and how it’s all connected in real time, then network observability is the answer. Network observability pulls data from sources across your network infrastructure to model a detailed view of your systems and how they interact. This lets you understand exactly what’s happening on your network at any given moment so you can optimize performance.

Checkly Changelog: New Features and Updates - Traces, Visual Regression Checks, and Degraded States

Join María and Nočnica as we go over three major new features from Checkly: Checkly Traces - integrate OpenTelemetry data from your stack with synthetic monitoring traces Visual Regression Checks - Check for pixel-by-pixel changes to your website Degraded Checks - want to note a problem but don't want it to trigger alerts like a failing check? Try soft assertions and the 'degraded' state.

Microsoft Azure Spot Virtual Machines: Your Complete Guide to Azure Spot VMs

Microsoft offers several cost-saving opportunities with Azure pricing. Azure Reserved Instances, Azure Savings Plan, Azure Hybrid Benefit… all can help you save a pretty penny if you know what you’re doing. If you’re looking to cut costs with your Azure VMs, Spot VMs can be the way to go – but the risks can be just as high as the rewards. How do you help your FinOps organization save big – and improve your chances of avoiding a complete resource shutdown?

Linux Load Average Myths and Realities

When it comes to monitoring system performance on Linux, the load average is one of the most referenced metrics. Displayed prominently in tools like top, uptime, and htop, it’s often used as a quick gauge of system load and capacity. But how reliable is it? For complex, multi-threaded applications, load average can paint a misleading picture of actual system performance.

Azure Kubernetes Service Pricing: Complete Guide to Optimizing AKS Spend

Tired of managing your Kubernetes clusters all on your own? Don’t have the time to figure out how to deploy, run, and optimize usage? Azure has just the thing for you: Azure Kubernetes Services. This article will cover everything you need to know about Azure Kubernetes Services, how it works, what the Azure pricing will be, whether you should use it, and, if so, how to save on your cloud cost.
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Stress-free production deployments: Overcoming high-complexity upgrades with Raygun

This guest post comes from Mojmir Fendek, an experienced PHP developer at Silverstripe and a long-time Raygun user. Mojmir demonstrates how Raygun enhances the upgrade process for complex websites, using a Silverstripe CMS example. Raygun is proud to highlight this guide from Silverstripe, offering valuable insights for teams facing similar upgrade challenges across platforms.
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Why Your Desktop-as-a-Service (DaaS) Is Causing More Support Tickets

As organizations continue to embrace digital transformation, Desktop-as-a-Service (DaaS) has become a popular solution for delivering virtual desktop environments to employees. With the flexibility, scalability, and security Virtual Desktop Infrastructure (VDI) offers, DaaS has the potential to streamline operations and boost productivity. However, this technology is not without its challenges, particularly when it comes to managing and monitoring end-user digital experience or DEX/DEM.

The Parquet Files: An Entertaining Guide to Columnar Storage

Look, I know what you're thinking. Another article about file formats? Really? You'd rather be debugging that mysterious production issue or arguing about tabs versus spaces. But hear me out for a minute. Last week, I was happily hunting through our logs data - you know, the usual terabytes of events that compliance keeps asking for - when our Head of Finance dropped by. "Hey, why is our logging bill so high?" Narrator: And thus began our hero's journey into the world of file formats.

Streamline your IT operations: Harness the power of Ansible Automation Platform with OpManager

ManageEngine OpManager now integrates with Ansible, an open-source automation tool, enhancing its network monitoring capabilities with Ansible’s powerful automation features. This integration enables IT teams to automate routine tasks such as incident response and configuration management, reducing the need for manual intervention and providing a more efficient, streamlined approach to maintaining network reliability and improving overall operational performance.

Why DataDog Pricing is so Complex - See Plans, Estimate Costs, and Optimize

Datadog is a popular observability platform, but understanding its pricing structure can be challenging. Whether you're just starting with Datadog or are receiving hefty bills, this guide will help you understand its pricing model, estimate your potential costs, and find ways to optimize them. You can use the below tool to estimate your Datadog bill.

Best MySQL Monitoring Tools

Database monitoring is crucial for numerous reasons, an example being that monitoring database performance metrics such as query execution times, throughput, and resource utilization helps highlight performance bottlenecks. By conducting this, administrators can enhance database configurations, queries, and indexing by examining these metrics to optimize overall performance.

October product updates

It’s time for another update from the StatusGator team! While our team was hard at work on improvements and bug fixes, many communities around the United States spent October cleaning up from the impact of hurricanes. If you’d like to help, we’d ask you to join us in supporting our friends and customers in Buncombe County, North Carolina by donating to the Buncombe County Schools Foundation. Thank you for support and now let’s get into what’s new.

Booking.com's Observability Overhaul: Unified Metrics, Logs, and User Insights | Grafana & OTel

Murugesan and Ahmadali from Booking.com's Observability Team as they dive into the journey of modernizing observability. Discover how they transformed fragmented systems into a centralized, scalable platform using OpenTelemetry and Grafana solutions. They share insights on their three-year strategy, the importance of unified metrics and logs, and overcoming challenges, from technology transitions to fostering teamwork.

Building a better search experience

As someone deeply invested in the evolution of SquaredUp, I’d like to share more about our search capability and how we designed the functionality. SquaredUp can connect to 100+ data sources, thousands of objects, tons of metrics, and and we offer many purpose-built out-of-the-box dashboards and monitors. We've deliberately designed our search experience to be able to handle the complexity of various data environments and make finding relevant information seamless and efficient.

Perspectives: Our solution to dashboard sprawl

What if I told you that you're using dashboards wrong? Imagine this: You're on a call with your team, staring at a big, static dashboard full of graphs and numbers. Someone pipes up, "Okay, so what now?" Everyone exchanges glances, unsure of how to move forward. You've got the data, but somehow, you're still stuck. If you’re nodding along, we feel you. The truth is, the way we’ve been using dashboards is outdated. They’re static. They’re rigid.

Rolling your own DevOps metrics

The principle of continuous improvement is central to the practice of observability. Naturally, within the data-driven philosophy of DevOps this implies an ongoing cycle of acting, measuring and improving. For many teams, the classic four DORA metrics are seen as a gold standard. As I discussed in a previous article, whilst DORA metrics are a great starting point for assessing your agile capabilities, they are not necessarily definitive.

How Fintech Businesses Execute Infrastructure Monitoring

Infrastructure monitoring is necessary for finance companies. Whether running a small fintech startup or managing systems for a global bank, having secure, reliable tools to monitor and manage your infrastructure and applications is fundamental for the success and security of your business. This article covers some common monitoring use cases for financial companies and how you can get the metrics you need with an agent. Try signing up for a free trial today!

Ensure high service availability with Datadog Service Management

Adopting a cloud-based, distributed architecture may help your organization scale quickly, but it can also add complexity. Correlating telemetry, security signals, and alerts across services often proves difficult, resulting in slower issue remediation. Additionally, when something goes wrong, figuring out who to contact—for example, the on-call responder or the service owner— may become needlessly time-consuming.