Operations | Monitoring | ITSM | DevOps | Cloud

NHibernate vs Entity Framework Core: Which ORM Is Right for You?

Your ORM choice shapes your app’s performance, scalability, and future growth. Pick the right one, and your app runs smoothly, scales with ease, and handles complex queries without breaking a sweat. Pick the wrong one, and you’re in for a world of late-night debugging sessions you didn’t sign up for. For most.NET developers, the decision often comes down to NHibernate vs Entity Framework Core (EF Core).

How to Use SQL Server SUBSTRING Function

If you’ve ever worked with SQL Server databases, you know how vital string manipulation is to day-to-day workflows. Whether extracting specific details, reformatting text, or cleaning up inconsistent data, having the right tools isn’t just helpful—it’s essential. That’s where the SUBSTRING() function comes in. It’s one of the foundational tools for handling text in SQL Server, allowing you to isolate specific parts of a string with precision and ease.

Top SQL Data Tools: Alternatives to SQL Server Data Tools (SSDT)

SQL Server Data Tools (SSDT) has long been the default for SQL Server development, but is it still enough? As modern databases become more diverse, SSDT’s rigid focus on SQL Server, lack of advanced performance tools, and limited cross-platform support leave many teams struggling. If your database needs are growing beyond SQL Server—or you want more automation, performance optimization, and flexibility—you’ll need an upgrade. So, what’s replacing SSDT?
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Incident Management Team: Roles, Structure & Best Practices

Businesses must always be prepared to handle unexpected disruptions. Whether it's a cybersecurity breach, a system outage, or a natural disaster, an efficient Incident Management Team is crucial for minimizing damage and restoring normal operations quickly. This specialized team ensures that incidents are identified, assessed, and resolved in a structured and efficient manner, safeguarding business continuity and customer trust.
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What Is Environment as Code (EaaC)?

If you're familiar with Infrastructure as Code (IaC), you already know how defining your infrastructure in declarative files can streamline deployments, reduce errors, and foster reproducibility. Environment as Code (EaaC) takes this concept further. Instead of just defining virtual machines, networks, and storage, EaaC encapsulates the entire environment-including services, configurations, and dependencies-so you can spin up, manage, and tear down complete environments easily. Think of EaaC as the next level of IaC.

How To Monitor Server Uptime

Keeping your servers online is always important for the health of your business and keeping users happy. Essentially, if you are keeping an eye on your servers, you can proactively fix problems before they blow up rather than fighting them as they arise. Setting all this up can be a breeze or a bit of a headache, depending on your servers, what metrics you're tracking, and your expertise. Either way, MetricFire’s got your back!

DigitalOcean Vs. AWS: Which Solution Offers The Best Value?

Whether you’re a startup looking for simplicity or an enterprise needing high-performance scalability, this guide breaks down the key differences between DigitalOcean vs. AWS — pricing, features, use cases, and more. We’ll start with a quick overview of each provider. And, right away, you’ll notice their different focus areas, target customers, and what makes each platform unique.

How to install Anbox Cloud Appliance?

In this video, the Anbox team shows how to install the appliance on a dedicated machine. What is Anbox Cloud? Anbox Cloud lets you run virtualized Android environments securely, at any scale, to any device letting you focus on your use case. Run Android in system containers, not emulators, on AWS, OCI, Azure, GCP or your private cloud with ultra low streaming latency. Trademark notice Android is a trademark of Google LLC. Anbox Cloud uses assets available through the Android Open Source Project.

Improving Resilience for GenAI Workloads on AWS

GenAI can do incredible things, but like any technology, its success depends on how we implement and use it. Without proper implementation, GenAI failures can pose significant risks to your organization's reputation and customer trust, leading to real financial impact. And like any other application, regulatory rules, SLAs, and reliability standards still apply to GenAI. With more companies integrating GenAI into their systems and products, it’s essential to make sure GenAI workloads and applications are highly available to deliver an exceptional user experience.

Hyperview DCIM 4.8 Software Release

This update brings key improvements to asset management and power tracking. Highlights include Template Power metrics in bulk actions, simplified rack layouts for easier asset placement, and advanced power sensors for detailed analysis. The upgraded asset discovery engine now supports more vendor asset types, streamlining management.

What does modern DCIM software innovation look like? #dcim #datacenter #datamanagement #interview

Iterative. Collaborative. Disciplined. This is how we approach innovation at Hyperview. By leveraging technologies like AI, we constantly iterate to solve real-world challenges. Iterative Release Cycle: Our development process is driven by consistent improvement. Every five weeks, we roll out new updates and actively gather customer feedback to refine our solutions. Collaborative Innovation: Transparency is key to our collaboration. Each quarter, we share our product roadmap with customers, outlining the features we’re developing over the next six months.

How to conduct a vulnerability assessment

The realm of information security is fraught with jargon, as anyone who has come across vulnerability-related terms can tell you. To complicate matters further, some of these terms are used interchangeably or in contexts outside of computing. This can muddy the waters for people looking to learn about vulnerability assessments – so in this blog we’ll begin by demystifying the language, before delving into how you can perform vulnerability assessments on Ubuntu installations.

On the Radar: Ribbon Communications' Solution Offers Cloud Native Real-time Communications Architecture

There’s no doubt that telecom providers are under intense pressure to reduce costs and improve their security posture. Brent Kelly, Principal Analyst at global analyst firm Omdia, recently completed a fantastic piece on the benefits of cloud native technology for real-time communications. The cloud native moniker can sometimes be misconstrued as “moving to public cloud.” In reality, the technology supports the flexibility to deploy on premises, in a private, public, or hybrid cloud.

OpenTelemetry vs. Datadog: Key Differences Explained

Choosing between OpenTelemetry and Datadog isn't just another tool decision. It's about how you'll monitor your systems, troubleshoot issues, and ultimately keep your services running smoothly. If you've been tasked with figuring out which route to take, you're in the right place. Let's get started!

CloudFront on AWS: Basics & Setup Guide

Some websites load in a snap, while others make you wonder if the internet is broken. The difference? Often, it comes down to how (and where) their content is served. A Content Delivery Network (CDN) helps by storing copies of your content in multiple locations worldwide, so users don’t have to wait for a distant server to respond. If you're on AWS, CloudFront is the built-in way to do this—helping speed things up while also handling security and traffic optimization.

Prometheus Functions: How to Make the Most of Your Metrics

Keeping track of your infrastructure is non-negotiable. Prometheus makes that easier by collecting metrics and alerting you when something’s off. It’s a powerful tool that helps you understand what’s happening under the hood, whether you’re running a small cluster or managing large-scale applications. In this guide, we’ll break down Prometheus functions—what they do, how they work, and why they matter for better observability. Let’s get into it.

How to Build Your Financial Cloud Analysis with Tidal Accelerator

Ever wondered why some companies see significant cost savings on their cloud investments while others struggle? Success depends on a well-structured financial analysis. Many organizations focus only on migration costs, missing the bigger picture—cloud adoption isn’t just about moving workloads, it’s about financial efficiency and long-term value. Without the right financial framework, businesses risk overspending, poor resource allocation, and underwhelming ROI.

APAC Rundeck by PagerDuty Meetup - February 2025

Join us for an informal 1-hour virtual event where the open-source Rundeck by PagerDuty community comes together to share automation stories and use cases. Whether you're new to Rundeck or looking to elevate your automation game, this meetup is packed with valuable takeaways for everyone! Automating with Rundeck for Smarter Operations Jade Chen, Associate DevOps Engineer at MYOB, shares how Rundeck by PagerDuty is a powerful ally for enhancing team’s efficiency and improving customer service through automation features and remote API calls.

NPT 2714 Hardware Overview

The NPT 2714 is a high-capacity, fully redundant IP aggregation router designed by Ribbon, featuring a unique architecture that combines the modular capabilities of traditional systems with the efficiency and simplicity of fixed systems. The innovative design of the NPT 2714 enables operational continuity, allowing for flexible upgrades and expansion without service interruptions. Key features include in-service upgradeability from 7.2 to 14.4 terabits per second, nine front-accessible I/O cards, and various operational interfaces.

MySQL Reserved Words: What You Need to Know

Few things are more frustrating than a SQL query that looks perfect but refuses to run. You double-check the syntax, scan for typos—everything seems fine. Yet MySQL keeps throwing an error. The culprit? A reserved word buried in your schema. Reserved words like ORDER, WITH, and GROUPS aren’t just ordinary terms—they’re fundamental to MySQL’s syntax. If you mistakenly use one as a table or column name without proper handling, your queries may break unexpectedly.

Best Data Integration Tools for 2025: Features, Pricing, and Use Cases

Dealing with different data sources without efficient data integration tools turns valuable information into a liability. These solutions give you a unified view of your data, eliminating silos and ensuring data consistency, accuracy, and accessibility. But, where do you start? Navigating the 2025 data integration market, with the shift towards scalable cloud platforms, self-service integrations, and AI automation, can be tough.

Data Types in SQL Server: A Complete Guide to Choosing and Using Them

SQL Server data types are the foundation upon which your entire database structure rests. They define the kind of data you can store in each column, from simple integers and text strings to complex date/time values and binary data. Picking the right SQL data type means your data is stored efficiently, queries run fast, and your information stays accurate. Using an overly large data type wastes space and slows things down, while using a too small type risks data loss or errors.

7 Best Tools to Compare Two SQL Server Databases - Free and Paid

As someone who’s worked with SQL Server databases, you know there’s no margin for error. A single discrepancy between environments can cascade into a failed deployment, broken workflows, or inaccurate reports. And let’s face it, manually comparing schemas and data isn’t just tedious; it’s risky. This is where industry-leading database comparison tools come to the rescue, turning a frustrating, time-consuming process into a smooth and efficient one.

SQL DROP INDEX Statement With Syntax, Examples

SQL Server DROP INDEX is a command you’ll find yourself using regularly as you manage and optimize your databases. Indexes are important for performance, but they’re not a “set it and forget it” kind of thing. Sometimes, an index becomes obsolete, redundant, or even detrimental. That’s when you need to know how to use the DROP INDEX SQL statement effectively.

SQL Server GET DATE Function: Usage and Practical Applications

The SQL Server GETDATE() function grabs the current date and time of the server down to the millisecond. This makes it perfect for general timestamping, logging events, and simple date/time math. But what about time zones or when you need a rock-solid, consistent timestamp? Is GETDATE() enough, or do you need something else, like CURRENT_TIMESTAMP? In this article, we’ll show you how and when to use GETDATE() in SQL.

PATINDEX() Function in SQL Server

Working with large datasets often involves searching for patterns buried deep in your data. Whether you’re validating entries, cleaning records, or identifying errors, pinpointing specific text within strings, these tasks can quickly become overwhelming without the right tools. That’s where the PATINDEX() function in SQL Server comes in, offering a powerful solution for locating patterns quickly and accurately.

How to Use SQL Server CHARINDEX() Function

Developers often find it slow and difficult to search for specific parts of a string in SQL. Searching through large text can be time-consuming and make work more complicated. SQL Server CHARINDEX function helps by quickly finding the position of a SQL Server substring. This makes it easier and faster to work with text in SQL. In this guide, we’ll explain how CHARINDEX() works, highlight its uses, and walk you through a few simple examples to help you grasp it easily.

Unboxing the Internal Developer Platform with Cycle

As software grows ever more complex, the growing trend of Internal Development Platforms (IDPs) is becoming undeniable. It doesn't matter if you are the next AI super company or a small tech startup—if you are building software, you should consider having a repeatable set of practices and tooling in place to remove developer friction and supercharge operations. IDPs can be used to solve a number of issues, from context switching and lack of collaboration to lack of visibility and security risks.

How to Mitigate and Prevent Network Automation Risk

Network automation platforms have many self-evident benefits. They empower NetOps teams to accomplish a lot more in a lot less time. More specifically, network engineers can automate simple tasks so that they can focus on more important, big-picture objectives. These platforms can streamline multiple processes before uniting them into a single, seamless flow.

How to Effectively Monitor Nginx and Prevent Downtime

Nginx is widely known for its high performance and reliability. However, just like any software running in production, it requires continuous monitoring to ensure smooth operation. Issues such as high latency, unexpected crashes, or overwhelming traffic spikes can lead to performance degradation or even complete outages. Therefore, implementing a robust monitoring strategy is crucial to maintaining the health and stability of your Nginx deployment.

Everything You Need to Know About OpenTelemetry Agents

If you’re reading this, chances are you’re already familiar with OpenTelemetry (OTel)—the open-source standard for collecting observability data. But what about OpenTelemetry agents? How do they work, and why do they matter? This guide unpacks everything you need to know about OTel agents—where they fit in your stack, how to set them up, and common pitfalls to watch out for. Let’s get into it.

CI/CD at scale: A performance analysis of CircleCI vs GitHub Actions

When evaluating CI/CD platforms, it can be easy to view them as commodities — interchangeable tools that accomplish the same basic tasks. But as development teams scale, small differences in platform performance can be compounded, significantly impacting development velocity and resource utilization. To better understand these differences, we conducted a head-to-head comparison between CircleCI and GitHub Actions, focusing specifically on performance at enterprise scale.

I Want My Shoes Fast! Observability, SRE Burnout, and OTel with Dynatrace's Adriana Villela

In this episode, we sit down with Adriana Villela, Principal DevRel at Dynatrace and OpenTelemetry contributor to break down how observability impacts reliability. We dive into what contributes to SRE burnout and how managers can create psychologically safer spaces for responders. Adriana also shares her perspective on AI as an observability-buddy to navigate incidents.

Our New CLI: How and Why We Made It

We are happy to announce our latest project at MetricFire: a brand-new CLI tool! Get ready to start monitoring your systems in one step - no need to modify any configuration files manually. Just run a terminal command, follow the prompts, and forward your system metrics to Hosted Graphite in minutes. In this article, we’ll share an overview of the Hosted Graphite CLI, why we’re making it, and how we’re making it.

Four Shades of Progressive Delivery

Progressive Delivery strategies like Blue/Green deployments, canary releases, feature flag rollouts, and feature delivery platforms help teams release safely, limit risk, and accelerate learning. Each approach builds toward sustainable, high-velocity software delivery by minimizing downtime and maximizing feedback. Combining these methods enables faster innovation with greater confidence and control. Last week we walked The Path To Progressive Delivery. This week, we go deeper.

HTTP Caching Headers: The Complete Guide to Faster Websites

The fastest website is the website that is already loaded, and that’s exactly what HTTP caching delivers. HTTP caching is a powerful technique that lets web browsers reuse previously loaded resources like pages, images, JavaScript, and CSS without downloading them again. Understanding HTTP caching headers is essential for web performance optimization, but misconfiguration can cause big performance problems.

The Cost of Doing Nothing: How Workflow Chaos Wastes 20+ Dev Hours a Month

Every development team has a workflow. But if it’s not standardized, it’s quietly draining time, energy, and productivity—without you even realizing it. A lack of consistent processes in branching, PRs, code reviews, and deployments doesn’t just create friction—it’s a silent tax on your entire team. And the cost? Easily 20+ hours per developer per month spent fixing avoidable issues instead of shipping great code.

Beyond the Hype Blog Part 2 - DeepSeek and Other AI Models

The recent introduction of the DeepSeek R1 (DeepSeek) Large Language Model (LLM) has shaken up the AI landscape, suggesting that new low-cost and open-sourced providers could enter the market. This disruption creates huge opportunities for service providers to drive innovation and for their vendors and suppliers to enhance or innovate in economically feasible ways.

10 AWS Cost Monitoring Tools To Analyze And Save In 2025

AWS cost monitoring tools enable you to track your resource consumption and costs associated with running operations on the AWS platform. These tools vary in capabilities but typically offer customizable reporting, dashboarding, data analytics, built-in automation, and cost alerting. Keep in mind that AWS monitoring differs from AWS management in that monitoring provides usage and cost data without necessarily offering optimization tools.

5G without compromise: Building mission-critical private networks for Industry 4.0 with open source

Enterprises across industry verticals are looking for new ways to increase the efficacy of their businesses. One way to do this is building an efficient pipeline of processes, employees, devices, and services that are all tightly integrated to get the best return on investment. However, this requires an efficient telecommunication system where industry machines, personnel, and business services use continuous, performant, and reliable communications to work together.

Getting Started with OpenTelemetry for Browser Monitoring

OpenTelemetry is the go-to open-source standard for observability, but when it comes to tracking frontend performance and user interactions, things get a little tricky. Unlike backend services, browsers introduce challenges like CORS restrictions, asynchronous execution, and limited access to certain telemetry data. This guide covers everything you need to know about using OpenTelemetry in the browser, from setup to best practices, advanced configurations, and real-world debugging techniques.

How to Monitor Aerospike With OpenTelemetry and MetricFire

Aerospike is a high-performance, real-time NoSQL database built for speed, scale, and low-latency transactions—think millions of reads/writes per second without breaking a sweat. When you're dealing with high-throughput applications, keeping an eye on Aerospike’s performance isn't just a good idea—it's mission-critical to avoid bottlenecks, connection issues, or unexpected slowdowns.

Bilateral and Multilateral Peering: What's the Difference?

These two types of peering relationship may seem similar at first glance, but there are a few considerations you should make to get the most out of your connection to an IX. When you join an internet exchange, the first thing you’ll need to do after physically connecting is establish some BGP sessions in order to get traffic flowing and to start enjoying the benefits of peering at an IX.

Your New Retrospective Experience: More Collaborative, Customizable, and Powerful

Run smarter, more effective retros. Customize retros, collaborate in real time, and surface key insights faster with AI. The new experience empowers you to spend less time documenting and more time working together as a team to uncover the insights that lead to real improvements in your process, roles, and technology.

Should you run your database on Kubernetes?

In the early days, people debated how safe it was to store their money in the bank; now, we debate running databases on Kubernetes. Over the years, Kubernetes has evolved significantly, transforming into a capable platform for handling various workloads, including stateful ones. In this blog, I will consolidate some of the best arguments from both sides and provide you with some points to discuss with your team lead in your next conversation. It's an interesting topic with varying answers.

Enhancing Jenkins performance: Resource optimization for high-traffic workloads

Jenkins is the backbone of many CI/CD pipelines, automating builds, tests, and deployments at scale. However, when handling high-traffic workloads, such as during peak development hours, large-scale deployments, or parallel builds and pipelines, Jenkins can quickly become a resource hog, leading to slow builds, queue backlogs, and even system crashes. Optimizing resource usage is essential to ensure smooth, efficient, and scalable performance.

Three reliability best practices when using AI agents for coding

One of the biggest causes of outages and incidents is good old-fashioned human error. Despite all of our best intentions, we can still make mistakes, like forgetting to change defaults, making small typos, or leaving conflicting timeouts in the code. It’s why 27.8% of unplanned outages are caused by someone making a change to the environment. Fortunately, reliability testing can help you catch these errors before they cause outages.

Webinar | Eliminate downtime and uncertainty with a smarter solution

Discover how the right PaaS can reduce your IT team's stress, keeping them focused and well-rested. Join us for a transformative online session where we will discuss: Why IT leaders are moving away from hosting providers that keep them in the dark. How to scale and optimize infrastructure without adding complexity. How choosing the right platform allows your IT team to stay focused, productive, and well-rested.

The Role of Database Continuous Integration in Modern Software Development

Software development relies on seamless collaboration, efficient workflows, and rigorous testing. While application code has long benefited from Continuous Integration (CI), database changes have often lagged behind in automation. Many development teams still handle database updates manually, leading to inconsistencies, downtime, and deployment failures.

How to Export Salesforce Data and Connect Reports to Analytics Tools

Salesforce is one of the best CRM platforms available. It helps companies manage sales efficiently, letting them smoothly perform customer interactions and boost many other business tasks. However, the real value of connecting Salesforce to analytics tools is an increased ability to analyze sales data for making data-driven decisions. Salesforce data can be very important for accurate reporting and advanced analytics, and its seamless integration can turn out to be a game-changer for business.

Comparing the Best Database Management Systems

With the increasing list of databases — SQL and NoSQL, each with its own strengths and use cases — it’s essential to understand how these systems differ and which one is right for your specific requirements. In this article, we’ll break down their features, advantages, and real-world use cases, helping you make the best choice for your project.

Slack Salesforce Integration: Step-by-Step Guide

The Slack Salesforce integration offers one connected workspace where your team can share real-time updates on deals, collaborate on sales strategies, and receive instant notifications on key Salesforce events. Instead of switching between platforms and dealing with fragmented communication, you get a unified view of your sales pipeline and improve team communication. Setting this up isn’t complicated.

Introduction to No-Code Integration for Stripe

Stripe is one of the world’s leading payment gateways. It allows its users to manage their payments worldwide, ensuring security and offering seamless payment methods for all businesses, regardless of size. With the rise of no-code platforms, integrating this payment system into most projects becomes a no-brainer. No-code platforms help users connect Stripe with various business tools, eventually reducing the need for complex coding.

Automating Government Compliance Requirements

Government compliance regulations are becoming more complex every year. For businesses, staying compliant means balancing a growing list of laws and policies while facing tighter budgets, limited resources, and increasing scrutiny. Failing to comply isn’t just risky—it can result in hefty fines, reputational damage, and operational inefficiencies. This is where automation can be a game-changer.

Last Mile Automation: Going from Alerts to Action

In today’s digital-first world, IT teams rely on a vast array of tools to monitor, manage, and optimize infrastructure. Network monitoring tools, security platforms, IT service management (ITSM) solutions, and observability stacks provide real-time insights into digital environments’ health and performance. But there’s a catch—most of these tools stop at alerting.

What does reinventing Data Center Infrastructure Management (DCIM) software mean? #dcim #datacenter

"Growth, growth, growth." At Hyperview, we’ve reinvented data center infrastructure management (DCIM) by embracing a product-led growth (PLG) strategy. This means we work closely with users to create features that actually matter to them. With updates rolling out every five weeks, we’re always finding ways to make the platform even better. Plus, we’ve teamed up with data center leaders like Panduit and nVent to bring even more value to our shared customers. Finally, we’re expanding our reach to serve customers better, adding APAC and UAE regions to host their Hyperview instance and data.

Valkey container image - securely designed, compliant, and long term supported (LTS)

Valkey is a new database management system that is gaining traction. Valkey is a fork of Redis, and it is available as a deb package in the Ubuntu 24.04 release. You can install it by simply running sudo apt install valkey. We also offer a Valkey container to allow you to run a secure, compliant and long-term supported Valkey on top of any Linux distribution.

Empowering DevOps Teams: Overcoming IT Complexity with Advanced AI + Automation

As IT environments become more complex, larger, and inundated with data, DevOps teams encounter significant obstacles that make efficient operations more challenging. The heightened complexity can create difficulties in maintaining visibility and control across hybrid IT ecosystems. Additionally, the substantial volume of data generated can overwhelm resource-constrained DevOps teams, making it difficult to extract valuable insights and make informed decisions.

Elasticsearch Reindex API: A Guide to Data Management

If you've been working with Elasticsearch for a while, you’ll eventually run into a situation where you need to reindex your data. Maybe you’re changing mappings, upgrading versions, or restructuring your documents. That’s where the Elasticsearch Reindex API comes in. In this guide, we'll walk through everything you need to know about the Reindex API—what it is, how it works, common use cases, performance optimizations, and potential pitfalls. Let’s dive in.

Pino Logger: The Fastest and Efficient Node.js Logging Library

Logging is an integral part of any production-ready Node.js application. Whether you're debugging issues, monitoring application performance, or setting up a centralized logging system, an efficient logger is crucial. Pino is one of the best choices available due to its speed, low overhead, and powerful features. This guide goes beyond the basics, providing an in-depth exploration of how to optimize Pino for your applications, use advanced features, and integrate it seamlessly with other tools.

How to Implement OpenTelemetry in NestJS

Modern applications are becoming increasingly complex, and debugging distributed systems can feel like searching for a needle in a haystack. This is where OpenTelemetry (OTel) comes in. If you're using NestJS, integrating OpenTelemetry can provide deep insights into your application's behavior, helping you track performance, troubleshoot issues, and understand service interactions.

State of DevOps: 2024 DORA Report Insights with Google

Enjoy this exclusive webinar with Ben Good from Google as we explore the findings in the 2024 State of DevOps report. For over a decade, the DORA report has provided critical insights into the capabilities and practices that fuel high-performing technology organizations. This report highlights the significant impact of AI on software development, explores platform engineering’s promises and challenges, and emphasizes user-centricity and stable priorities for organizational success.

Netdata vs. Prometheus: Which Monitoring Tool is Right for You? #monitoring #realtime

Netdata's founder Costa Tsaousis built Netdata with performance and efficiency in mind. The result? 8x less RAM usage, 30x less disk I/O, 40x more data retention, 40x more data stored, and up to 22x faster queries—all thanks to our innovative tiered storage system, enabling ultra-efficient long-term queries.

Managing Multiple Service Instances with a Systemd Generator

When working with systemd services in Linux, you might encounter situations where multiple instances of a service need to be managed dynamically. When I had to develop a solution to monitor multiple Kubernetes clusters with Icinga for Kubernetes, I ran into exactly this challenge.

Exploring VPS Linux vs VPS Windows: What's the Difference?

When you need to host a website or run an application, you may come across the option to choose between a Linux VPS and a Windows VPS. Both of these Virtual Private Server (VPS) options offer powerful performance, but they operate differently, and each is suited to specific needs. Let's break it down in simple terms so you can understand which one is right for you.

Why Businesses Should Consider VPS Hosting in Asia

As digital transformation accelerates worldwide, businesses increasingly rely on efficient and reliable hosting solutions. One of the most promising regions for web hosting is Asia, particularly Singapore, due to its advanced infrastructure and strategic location. Choosing the right Virtual Private Server (VPS) in this region can provide businesses with exceptional speed, security, and connectivity.

Relationships in Entity Framework Core: Complete Guide for .NET Developers

Entity Framework Core (EF Core) is a modern object-relational mapper (ORM) for.NET Core and.NET applications, enabling efficient database interaction while minimizing the need for raw SQL queries. A fundamental aspect of EF Core is defining Entity Framework relationships, ensuring data consistency and referential integrity in relational databases. This guide explores one-to-one, one-to-many, and many-to-many relationships in EF Core, covering their implementation, configuration, and best practices.

12 AWS Cloud Management Tools: Top Solutions By Category

Amazon Web Service offers cloud computing to organizations of all sizes. It provides low-cost cloud storage, nearly unlimited compute resources, and secure remote computing services. Still, many users find AWS confusing. Companies often struggle to understand AWS billing. Aligning cloud spend to actual operational activities for cost allocation is next to impossible. AWS also limits the amount of compute resources you can use based on your location.

25+ BEST Kubernetes Tools In 2025 [By Category]

Over the past few years, Kubernetes (K8s) has become the preferred method of orchestrating containers and microservices. Its self-healing, high scalability, and open-source nature make it appealing to a wide range of users. However, deploying, running, and scaling containerized applications and microservices with Kubernetes can be challenging. The Kubernetes community keeps growing, but there still aren’t that many experienced K8s engineers.

Sam Bucci - Ribbon in the Rapidly Evolving Telecommunications Landscape

In a recent discussion, Sam Bucci elaborated on the unique positioning of Ribbon Communications in the rapidly evolving telecommunications landscape. He emphasized Ribbon’s capability to support a diverse range of customers as they transition their network infrastructures, whether they prefer appliance-based solutions, virtualized network functions (VNFs), or cloud-native solutions. Bucci highlighted Ribbon’s versatility in scaling operations to meet the varying needs of both large Tier One customers, such as Verizon, and smaller businesses in rural areas.

Redgate Flyway and Azure DevOps: The Power of Integration

While Azure DevOps offers a solid framework for application development, integrating Flyway into this setup can greatly simplify and enhance database deployments. In today’s fast-changing database environment, development teams are always looking for ways to improve their deployment processes. While Azure DevOps offers a solid framework for application development, integrating Redgate Flyway into this setup can greatly simplify and enhance database deployments.

Cost, competition and choice: reinvigorating the cloud market for British business

The long-awaited cloud services market investigation from the Competition and Markets Authority (CMA) has been published and is an important milestone in the evolution of the UK’s digital infrastructure as a whole. For those unaware of the findings, the report was primarily designed to evaluate whether any features of the UK cloud market were impacting competition because of concerns that a lack of competition was pushing up costs and reduced quality of service.

Multi-Region SD-WAN: Why Megaport SDCI is the Right Choice

Managing SD-WAN at scale? Multi-region setups streamline operations, cut down tunnel overload, and improve network efficiency with a structured backbone. In centralized SD-WAN solutions, managing traffic flows quickly becomes a challenge. Every change to centralized policies not only takes time but also carries the risk of errors that can impact the entire network – definitely not something to tackle on a Friday afternoon!

Deploying Prometheus with Docker Compose: A Step-by-Step Guide

Prometheus is one of the most popular open-source monitoring and alerting tools. Setting up Prometheus with Docker Compose can make your monitoring stack easier to deploy and manage if you're running containerized applications. This guide will walk you through everything you need to get Prometheus up and running with Docker Compose, from installation to configuration and setting up basic alerts.

How to Build Observability into Chaos Engineering

If you've ever deployed a distributed system at scale, you know things break—often in ways you never expected. That’s where Chaos Engineering comes in. But running chaos experiments without robust observability is like debugging blindfolded. This guide will walk you through how observability empowers Chaos Engineering, ensuring that your experiments yield meaningful insights instead of just causing chaos for chaos’ sake.

How to Implement OpenTelemetry in Next.js

OpenTelemetry is an open-source observability framework designed to instrument, generate, collect, and export telemetry data, including traces, metrics, and logs. It is vendor-agnostic, allowing developers to send data to multiple backend services like Last9, Prometheus, Datadog, or Jaeger without vendor lock-in. For Next.js applications, OpenTelemetry is particularly useful due to the framework’s hybrid rendering approach.

How to make your AI-as-a-Service more resilient

When you think about “AI reliability,” what comes to mind? If you’re like most people, you’re probably thinking of generative AI model accuracy, like responses from ChatGPT, Stable Diffusion, and Sora. While this is certainly important, there’s an even more fundamental type of reliability: the reliability of the infrastructure that your AI models and applications are running on. AI infrastructure is complex, distributed, and automated, making it highly susceptible to failure.

How AI is impacting Africa's connectivity landscape

Artificial Intelligence (AI) is reshaping industries worldwide, and Sub-Saharan Africa is no exception. Across the region, governments, businesses, and start-ups are recognising the potential of AI to drive economic growth, improve efficiencies, and enhance decision-making. Yet, as AI adoption accelerates, so does the demand for robust digital infrastructure, including high-performance computing, data centres, and connectivity.

Spoiler Alert: How "Zero Day" Might Have Played Out Differently with Teneo and Palo Alto Cortex XDR

This weekend, I binge-watched Netflix’s new series Zero Day, starring Robert De Niro. The series has sparked excitement and curiosity among cybersecurity enthusiasts and political thriller fans alike. As the title suggests, the show revolves around a cyberattack that exploits unknown vulnerabilities—so-called “zero days”—to wreak havoc on critical systems. But what if the organizations targeted in Zero Day had the right cybersecurity strategy in place?

How to Monitor Snowflake with OpenTelemetry

Snowflake is a powerful, cloud-based data platform designed for high-performance analytics. Whether you're running massive analytical queries, managing structured and semi-structured data, or optimizing data pipelines, visibility into your Snowflake instance is essential. Performance bottlenecks, query execution delays, and unexpected cost spikes can quickly become issues without proper monitoring.

Kubernetes for AI Workloads

Kubernetes has been facilitating container orchestration for around a decade for both stateful and stateless application workloads. With the recent rise of AI and the advent of tools like Kubeflow and Argo Workflows, Kubernetes is also becoming a first-class citizen when it comes to running AI workloads. When you are training a model on K8s, you may be tweaking many parameters and have to test each of them one by one.

dbForge Edge - The Ultimate Database Management Solution!

Managing multiple databases and cloud services can be challenging… but dbForge Edge makes it easy! Compare & sync database schemas and table data Migrate & backup databases with a few clicks Import & export data in 14 formats Manage users & permissions / Ensure secure access with user & permission management Whether you're a developer, DevOps engineer, or analyst working with multiple database systems, dbForge Edge will prove invaluable in your daily work!

How to make APIM log data easily accessible for non-technical users?

This video explains the use case for API Management and Integration using the Business Activity Monitoring (BAM) feature of Turbo360. The scenario involves tracking help desk ticket submissions via an API, ensuring that support teams and business users can easily check the status of tickets. The challenge is that log data is complex and not easily accessible to non-technical users. Turbo360 simplifies this by providing a user-friendly interface where support teams can search, filter, and analyze logs without deep technical expertise.

OpenTelemetry Visualization Setup: A Developer's Guide

If you've ever tried to set up OpenTelemetry visualization, you know it can be a bit overwhelming. But don't worry—in this guide, we'll break it all down step by step. Whether you're just getting started or looking to fine-tune your existing setup, this walkthrough will help you get the most out of your telemetry data.

How to Use OpenSearch with Python for Search and Analytics

If you're working with search and analytics, you’ve probably heard about OpenSearch—the open-source alternative to Elasticsearch. OpenSearch is a powerful tool, whether you're building a search engine, running log analytics, or implementing full-text search in your applications. And the best part? You can integrate it easily with Python.

What Is Cloud Forecasting And How To Do It Right

One of the cloud’s greatest advancements is its ability to scale resources like vCPU and memory based on demand. However, this auto-scaling can also lead to unexpected cost fluctuations — sometimes subtle, sometimes dramatic — especially with new or unpredictable workloads. That’s why cloud forecasting is essential. It helps you stay ahead of unpredictable costs by aligning your spending with business goals. How? We’ll break down how cloud cost forecasting works.

Software delivery metrics for platform teams

For platform teams, success means empowering developers with efficient, reliable tools and workflows that accelerate software delivery. As organizations scale, platform engineering teams must balance developer autonomy with standardization while providing infrastructure that supports rapid, reliable software delivery. In today’s complex development environments, platform teams are crucial for maintaining productivity at scale.

CI/CD requirements for generative AI

CI/CD for generative AI applications presents unique challenges in model deployment, testing, and monitoring. Unlike traditional software applications, generative AI systems involve large model artifacts, complex dependencies, and specialized hardware requirements, making a sophisticated CI/CD pipeline essential for reliable delivery. As organizations embrace generative AI technologies, the need for specialized CI/CD solutions becomes critical.

FinOps IT Financial Management

Cloud computing has revolutionized IT infrastructure by offering unparalleled scalability and adaptability. However, organizations face significant challenges when it comes to effectively managing their cloud costs. Traditional IT Financial Management (ITFM) methodologies, designed for on-premises operations, often struggle to address the advanced financial complexities of cloud-based investments. This is where FinOps IT Financial Management takes center stage.

From Downtime to Peak Performance: How IT Network Support Can Help Your Business Thrive

Businesses today rely heavily on technology to operate efficiently. Whether handling internal communications, storing sensitive customer data, or managing online transactions, a well-maintained IT network is the backbone of modern business operations. However, many companies face downtime, cybersecurity threats, and performance issues due to poorly managed IT networks.

Maximizing Automation ROI: The 8 Use Cases You Need to Know

When people hear the phrase “process automation in IT,” they first think of the purely technological benefits. These include automated incident resolution, meaningfully improved process orchestration, reduced ticket volumes, and more. The factor that should be just as top-of-mind, though, is something that’s vital to both your automation program’s longevity and your organization’s overall success: automation ROI.

Securing Private Network Access with Cloudflare Tunnel

For many, Cloudflare provides an essential suite of network security tools that their organization integrates with deeply. One such tool is "Cloudflare Tunnel" - a secure way to connect resources to Cloudflare without a publicly routable IP address. When deploying sensitive applications to Cycle, Cloudflare Tunnel can be leveraged to ensure all traffic is routed through Cloudflare before reaching your environment's load balancer. This extra layer of security provides quite a few benefits.

How Finance Teams Are Using AI To Drive Profitability

It’s getting increasingly difficult to both be a conscious human being with an internet connection and to be unaware of AI. From Jamie Dimon’s bullish stance to Elon Musk’s dire predictions to the art world’s raging debate (and uncanny experiments) over whether it can ever be used ethically, AI has an iron grip on our collective imagination, and businesses are scrambling to outspend each other on the way to making it drive sustainable profit.

Runbook Automation and Rundeck v5.9 Release Notes

Product Manager Forrest Evans takes us through the new features in Runbook Automation v5.9, including a demo of incorporating Azure Key Vault in your automation jobs. For a full listing of the release notes, see the release notes page. Learn more about automation solutions, including new components to support your FinOps needs on the solutions page.

What Is Decision Advantage? Its Impact on Modern Defense Strategies

Operational excellence is a must for any military member, with decision-makers needing up-to-date and relevant intelligence to plan and manage an operation. Achieving decision advantage ensures an operation’s decision-makers have the intelligence they need to coordinate operations and use their teams and resources most effectively. As the military aims to achieve decision advantage, decision support systems (DSSs) and secure collaboration tools have become an integral part of these efforts.

Logging vs. Metrics

When discussing observability, the “big 3” - logs, metrics, and traces, always get mentioned. But for some, more data doesn’t always mean better. Our lead engineer, JJ, had some advice to share about how logs may not be necessary for everyone. Simplifying your observability stack isn’t difficult - you just need to be intentional with implementation. Check out more MetricFire blog posts below, and our hosted Graphite service! Get a free trial and start using MetricFire now!

OpenTelemetry UI: The Ultimate Guide for Developers

If you’ve ever struggled with understanding distributed traces, managing metrics, or debugging complex applications, OpenTelemetry is your best friend. But what about the OpenTelemetry UI? How do you visualize and interact with all that telemetry data? In this guide, we’ll explore the best ways to use OpenTelemetry’s UI options, from setting up a proper observability stack to choosing the right front-end visualization tools.

Integrating OpenTelemetry with Grafana for Better Observability

Modern application observability is essential for ensuring system performance, diagnosing issues, and optimizing user experiences. OpenTelemetry (Otel) and Grafana serve as two key components in achieving end-to-end visibility. While OpenTelemetry focuses on instrumenting applications to collect telemetry data, Grafana specializes in visualizing this data, making it actionable and insightful.

An In-Depth Guide to Java Performance Monitoring for SREs

If you've ever had a Java application slow down in production and struggled to pinpoint the cause, you know the pain of performance issues. Java is a powerful, high-level language, but it doesn’t come without challenges—especially when it comes to resource management, garbage collection, and thread handling. This guide will take you through everything you need to know about Java performance monitoring, from key metrics to tools and best practices.

dbForge Edge - Effective Solution for Database Management and Operations

Looking for a way to efficiently manage multiple databases and cloud services? Look no further, we've got a solution for you! Meet dbForge Edge—a comprehensive multidatabase suite designed to simplify and optimize database development, administration, and management. Compatible with SQL Server, Oracle, MySQL, PostgreSQL, Azure SQL, MariaDB, and many cloud services, dbForge Edge brings together four powerful IDEs in a single bundle.

Simple Talks Podcast | S2, Episode 3 - Coffee chat with Erik Darling

This week's show is with "definitely not a folk music artist" Erik (with a k) Darling from Darling Data. Erik weaves a tale of a decidedly non-data focused start to his career, solving the same problems over and over, spicy foods, family life, all while dropping some great names along the way. Web: ErikDarling.com.

Container attack surface explained

Have you noticed how open-source software has become essential to innovation in the cloud-native arena? Countless cloud-native applications are powered by open source, and they are often mission-critical for organizations across industries, ranging from small startups to large enterprises. However, there are inherent security risks associated with this reliance on external components, and this problem is only growing as container adoption continues to gain momentum.

Introducing the GitLens Home View

Introducing the GitLens Home View | A Smarter Way to Navigate Your Repos Welcome to the GitLens Home View—your new command center for effortless repository navigation and insights. With the Home View, you can: Quickly access your recent repositories Jump into your workspaces and projects with ease Get instant context on stashes, commits, branches, and more Customize your view to fit your workflow.

How to Rent a VPS Server in Germany: a Comprehensive Guide

In today's digital world, having a reliable server is essential for businesses and individuals alike. Whether you're looking to host a website, manage applications, or store data, renting a server in Germany can be a smart choice. In this article, we will guide you through the process of renting a server, explain what to look for in terms of specifications, and help you choose the right hardware to meet your needs.

How Finance Tech Will Change After the 2025 EU DORA Mandate

The Digital Operational Resilience Act (DORA) has already begun to reshape the financial landscape in the European Union and beyond. As of January 2025, EU financial entities and Information and Communication Technology (ICT) third-party providers must demonstrate robust operational resilience against ICT disruptions.

Introducing Puppet Core: Vendor-Backed Platform Automation for Security, Reliability & Stability

Today, I’m excited to share that Perforce Puppet has launched the first build of Puppet Core! Here’s why the inaugural release of this new product marks a huge step forward for Open Source Puppet users.

Automated BigPanda Alert Remediation for Azure Applications

This demonstration shows how Resolve automates the remediation of unreachable web application. This alert is generated by BigPanda and Resolve workflows automatically diagnose the issue and remediate it without human input, creating a loop of self-healing IT. This workflow is built with Resolve's drag-and-drop designer, streamlines tasks like creating a ticket, updating monitoring tools, diagnosing issues, and performing remediation steps.

BigPanda Alert Remediation for Network Latency Issues

This demonstration showcases an automated workflow in Resolve Actions to fix high latency between an application server and a database server. The workflow is triggered automatically with a BigPanda alert. The automation responds to the alert, creating a ticket, providing real-time updates, and performing diagnostics. It checks for issues like network interface problems, CPU utilization, and memory to identify and fix the root cause.

How are your staff using AI? Why you need a company AI policy

As generative AI tools like ChatGPT and Gemini continue to revolutionize the way we work, offering benefits such as increased efficiency and productivity, their adoption has seen a significant surge in workplaces throughout 2024, with 75% of employees globally reporting that they used AI tools at work, according to Gartner.

Microsoft Azure is Going Secure by Default. Are You Ready?

Developers aren't lazy – but sometimes cloud service defaults can be. Here’s what to look out for, and how Azure is changing the game. Let’s face it: Developers can sometimes be labeled as “laissez faire” when it comes to security. But is that really fair? In reality, it’s not about being lax or lazy; it’s about the default configurations of many cloud services setting the security bar too low on initial deployment.

#036 - Beyond Kubernetes: A Radical Vision for the Future of Infrastructure with Adam Jacob (Syst...

Adam Jacob, CEO of System Initiative and original author of Chef, discusses the evolution of infrastructure automation and his career-long passion for infrastructure. Jacob reflects on the history and context of Chef, its emergence alongside EC2, and its role in configuration management. He shares insights into the competitive landscape of configuration management tools like Chef, Puppet, and Ansible, and touches upon the transition of Chef to Progress.
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What Is Shadow Traffic? All You Need to Know

Production traffic can often be unpredictable, and distinguishing genuine user interactions from mere noise becomes a pivotal step in comprehensively grasping the types of requests and workflows occurring within your deployment. One important concept to explore in this context is shadow traffic, which plays a significant role in analytics and cybersecurity but is often misunderstood or rarely discussed.

Self-Healing Infrastructure: Start Your Journey Now

Every CIO’s ultimate goal is to create a self-healing enterprise. Self-healing IT systems have the ability to proactively prevent issues within the IT environment, ensuring seamless and uninterrupted services that support business continuity. While automating every possible task seems like an obvious solution, implementing changes in a production environment can be challenging.

Network Configuration and Change Management: Seven Best Practices for 2025 & Beyond

In today’s fast-paced digital landscape, networks are more complex than ever. With the expansion of multi-cloud environments, 5G rollouts, IoT adoption, and ever-evolving security threats, IT teams are under immense pressure to keep networks running smoothly while ensuring compliance and minimizing downtime. This is where Network Configuration and Change Management (NCCM) comes in to play.

AI & Gartner's Strategic Roadmap Timeline for Cybersecurity - A Perspective from Teneo

The integration of artificial intelligence (AI) presents both unprecedented opportunities and emerging threats. Gartner’s Strategic Roadmap for Cybersecurity Leadership emphasizes the need for adaptive strategies that align with business objectives and technological advancements. Concurrently, the UK’s National Cyber Security Centre (NCSC) has highlighted the dual-edged nature of AI in its report on the impact of AI on cyber threats.

Helm vs Terraform: A Detailed Comparison for Developers

When managing infrastructure and deploying applications in a cloud-native environment, two popular tools that developers often compare are Helm and Terraform. While both are used to automate deployments, they serve different purposes and operate in distinct ways. Understanding the differences can help you make the right choice for your use case.

A Quick Guide for OpenTelemetry Python Instrumentation

OpenTelemetry is an open-source tool that helps you keep an eye on your application’s performance. Whether you’re building microservices, using serverless setups, or working with a traditional monolithic app, it’s crucial to monitor and trace your app’s behavior for debugging and optimization. OpenTelemetry's Python instrumentation is an excellent way to track traces, metrics, and logs across your entire app.

Tomcat Logs: Locations, Types, Configuration, and Best Practices

Apache Tomcat logs are essential for monitoring, debugging, and maintaining Java applications running on Tomcat. These logs capture critical information such as server startup details, request handling, and application errors. They help developers and system administrators troubleshoot issues, analyze traffic, and ensure application stability. Tomcat generates multiple logs, each serving a distinct purpose.

Easiest Way to Monitor NGINX Performance with OpenTelemetry

If you're looking for a straightforward way to collect NGINX metrics via OpenTelemetry and send them to your Graphite-based monitoring setup, this article is for you! With minimal configuration you’ll be collecting key metrics from your NGINX connections within minutes. In this article, we'll explain how to install the OpenTelemetry Collector, and easily configure it to receive and export NGINX metrics to a Hosted Carbon endpoint.

Navigating the database landscape in 2025: Simplifying complexity

Get the latest insights from our 2025 report, learn new approaches for professional development and gain valuable knowledge to stay ahead in your career. In this video, you'll hear from our speakers Kellyn Gorman, Steve Jones, and Mri Pandit. Since 2017, Redgate has surveyed thousands of global practitioners each year to examine how our industry is changing, and provide advice and guidance for organizations and database professionals alike.

Set Device Downtime for Kids with AirDroid Parental Control Web

Are you finding it challenging to manage your children's screen time? Discover how to easily set device downtime using AirDroid Parental Control Web, with no installation required on your end! Follow the instructions to bind the devices.. Once paired, explore the AirDroid Parental Control Web Dashboard: During downtime, only essential apps will be accessible, encouraging healthier habits. Plus, your child can request extra screen time, subject to your approval.

AI in Production with GitHub's Sean Goedecke

In this episode, we sit down with Sean Goedecke, Staff Software Engineer at GitHub, to discuss where LLMs fit into real-world development. Sean shares how he’s using LLMs how he’s drawing the line for AI-assistance in the codebases he manages—though, as he says, this might all change by next summer. Sean also weighs in on how LLMs could assist SREs during outages—especially when you’re only half-awake at 3 a.m. after a rather inconvinient page.

Introducing Support for Hex Packages

JFrog has always prioritized universality, ensuring software development teams have true freedom of choice. Core to the JFrog Platform, JFrog Artifactory is the world’s most versatile artifact manager, natively supporting nearly 40 package types. After taking in valuable feedback from the developer community, we’re thrilled to discuss how we’re further expanding our universe with the support of Hex packages.

Affordable Bare Metal Servers From Vikhost: The Perfect Solution For Your Hosting Needs

In today's fast-paced digital landscape, finding the right hosting solution is essential for businesses and developers who need reliable, high-performance infrastructure. If you're looking for a hosting provider that offers affordable and powerful servers, Vikhost is here to provide the perfect solution with their Ukraine dedicated server.

Maximize Uptime and Performance with Advanced Cloud Management

In today's fast-paced digital era, ensuring maximum uptime is essential for business continuity and customer satisfaction. Organizations face constant pressure to maintain reliable IT operations while managing increasingly complex digital infrastructures. Downtime can lead to lost revenue, diminished customer trust, and operational inefficiencies. To combat these challenges, advanced cloud management strategies have emerged as a vital solution for optimizing performance and ensuring seamless service delivery.

What is DynamoDB Throttling and How to Fix It

When you're working with DynamoDB, one of the most critical things you need to keep an eye on is throttling. If you're not careful, throttling can severely impact your database's performance. It’s not just about slower response times—throttling can lead to system failures or unexpected downtime if not addressed properly.

An Easy Guide to OpenFeature Flagging

In software development, feature flags have become an essential tool for teams looking to deploy code with more control and agility. OpenFeature flagging, in particular, stands out as an open-source standard that’s revolutionizing how teams manage feature rollouts, experiments, and toggling. In this guide, we’ll understand what OpenFeature flagging is, its key benefits, how to implement it, and best practices to help you get the most out of it.

How Ubuntu Pro + Support keeps your Ubuntu 20.04 LTS secure and stable

Whether you plan to continue running Ubuntu 20.04 LTS or upgrade to the latest LTS, keeping your infrastructure secure and stable is a top priority. Extended Security Maintenance (ESM) provides essential security updates to protect your systems from vulnerabilities, ensuring you stay compliant and up to date against the latest threats.

7 considerations when building your ML architecture

As the number of organizations moving their ML projects to production is growing, the need to build reliable, scalable architecture has become a more pressing concern. According to BCG (Boston Consulting Group), only 6% of organizations are investing in upskilling their workforce in AI skills. For any organization seeking to reach AI maturity, this skills gap is likely to cause disruption.

Maximizing Azure Savings Plans: Strategies, Best Practices, And Cost Optimization

When Azure Savings Plans for Compute were introduced in late 2022, many assumed they were designed to replace Azure Reservations (Azure Reserved Virtual Machine Instances). But that’s not the case — and it still isn’t. Instead, Azure Savings Plans and Reservations can work hand in hand and complement your other Azure cost optimization strategies. That said, maximizing the benefits of each option isn’t always straightforward.

Introducing relaxAI: The smart AI assistant you can trust

We’re excited to launch relaxAI, an AI assistant designed with one paramount focus: your privacy. In a world where AI tools are becoming indispensable but concerns about data usage are at an all-time high, relaxAI has been created as an assistant you can trust by combining cutting-edge AI capabilities with an unwavering commitment to security and transparency.

Rancher Live: Kubernetes Release

Join us for one insightful meeting with the Kubernetes Release v1.33 Lead Nina Polshakova, Communication Lead - Ryota Sawada and Release Lead Shadow Matteo Bianchi(Communication Lead 1.32). We will dive into release management and process of our beloved Kubernetes what are the team's responsibilities, the mechanics of the process and how you can join and help!

Integrating FinOps and ITSM for Optimal Cloud Cost Management

The adoption of cloud computing has revolutionized how businesses manage IT infrastructure accountability and budget control. As cloud offerings become increasingly complex and scalable, modern business environments demand improved financial management practices. Through its data-driven and collaborative approach, FinOps IT Service Management bridges the gap between engineering teams, business units, and finance departments, ensuring maximum cloud benefit consumption while optimizing expenses.

Building Cloud Excellence: How JFrog Supports the AWS Well-Architected Framework

In today’s hybrid infrastructure landscape, migrating applications to the cloud unlocks significant financial and technological benefits. Whether internal or external, these applications require robust, efficient infrastructure. Cloud providers like Amazon Web Services (AWS), Google Cloud, and Microsoft Azure offer frameworks to help organizations build better systems.

Redgate's new PostgreSQL book is now available for free download

Redgate's new book, 'Introduction to PostgreSQL for the data professional', is now available for free download. Hear from authors Ryan Booz & Grant Fritchey about their inspiration for the book and the challenges they faced along the way. While the documentation around PostgreSQL is detailed and technically rich, finding a simple, clear path to learning what it is, what it does, and how to use it can be challenging.

Top Cloud Deployment Tools And How To Choose The Right One

For DevOps teams, ideal cloud deployment tools mean automation, consistency, and operational reliability. For CTOs, they ensure faster time to market, scalability, and efficiency. And for CFOs, cost-effectiveness and healthy margins are the name of the game. This is our hand-picked list to help you choose the right cloud deployment tools for your organization’s specific needs.

Understanding Syslog Formats: A Quick and Easy Guide

Syslog is the backbone of logging in many Linux and Unix-based systems, playing a crucial role in monitoring, debugging, and auditing. But not all syslog messages are created equal. Depending on your system, software, and logging configuration, syslog messages may follow different formats. This guide walks you through the different syslog formats, why they matter, and how to work with them effectively.

Log Retention: Policies, Best Practices & Tools (With Examples)

Logs are the backbone of debugging, security, compliance, and performance monitoring. But if you don’t manage retention properly, you’ll either drown in unnecessary data or lose critical insights too soon. Log retention is all about striking a balance between keeping what’s necessary and discarding what’s not.

High Cardinality Explained: The Basics Without the Jargon

Cardinality refers to the number of unique values in a dataset column. A column with many distinct values—like a user ID or timestamp—has high cardinality, while a column with limited distinct values—like a boolean flag (true/false) or a category with a few possible options—has low cardinality. For example, consider a database of an e-commerce platform.

Top Picks: 8 Software Deployment Tools For 2025

Software deployment isn’t always as simple as it sounds. Keeping applications up to date, avoiding disruptions, and managing deployments efficiently requires the right approach. Some tools automate the process, making frequent releases easier, while others focus on security, compliance, and stability across different environments. The best software deployment tool depends on how you work.

GitKraken Desktop: Visualize Git, Simplify Version Control

Explore the future of version control with GitKraken Desktop on Windows, Linux, and Mac! Embrace a clear, user-friendly interface that simplifies Git and enhances developer collaboration. With intuitive features like the Commit Graph and Focus View, tracking changes and managing pull requests has never been easier.

Guide: Assessing the ROI of an Internal Developer Portal (IDP)

When considering or advocating for an Internal Developer Portal (IDP) within your organization, assessing potential impact is an exciting, but sometimes challenging endeavor, especially considering the broad set of use cases IDPs support and the lack of context and visibility before the presence of an IDP. Maybe you understand the inherent value of an IDP, but need to quantify the estimated savings/impact to justify the spend.

How to use APM data to improve your CI/CD pipeline performance

Agile production has become the norm for software development cycles. The backbone for such a fast-paced landscape is the continuous integration and continuous delivery (CI/CD) pipeline. But merely depending on the CI/CD pipeline isn’t enough, even though the automated workflows give you a competitive edge. The pipeline needs to be optimized to function at its best. This is where monitoring your applications within the pipeline can be a game-changer.

SecureBridge 10.7 Now Available: Stronger Security and Optimized Performance

We are excited to introduce a new version of SecureBridge 10.7 – a suite of client and server components for SSH, SFTP, FTPS, HTTP/HTTPS, SSL, WebSocket, and SignalR protocols – packed with enhanced security, optimized performance, and extended functionality for secure data transmission.

Energy Regulations Are Rising: Stay Ahead with Modern DCIM

Across regions, the regulatory landscape is shifting dramatically: These regulations signal a new era where energy waste is no longer just an economic concern but a compliance risk. Failure to adhere can result in hefty penalties, restricted operations, and reputational damage.

A comprehensive guide to container security

So much of our modern software runs on containers. Containerized applications offer great flexibility for developers, but they also come with security risks. Container security is a holistic approach to managing risk in containerized environments. Securing containers requires a broad approach incorporating different tools and policies that enforce security in the software supply chain, infrastructure, container runtime environments, and other potential container attack surfaces.

The 28 Best Cloud Cost Management Tools In 2025

Managing and knowing where your cloud spend goes is nearly impossible without the right cloud cost management tools. Cloud-native, distributed technologies like microservices, containers, and Kubernetes can make it even more difficult to have full visibility into resource usage — and the associated costs. This cost information is also often buried in rows and columns of text on cloud providers’ bills. In addition, a lot of cloud cost management tools are clunky and inexact.

Chris Unwin - test data management with Redgate

Chris Unwin discusses the challenges of test data management and how Redgate can solve them. They highlight the difficulties in finding data, discovering PII data, and implementing protective measures like masking. They emphasize the importance of automating these processes to improve feedback cycles and speed up delivery.

Simplifying Kubernetes architecture for DevOps

Kubernetes has become the go-to platform for managing containerized applications, but its architecture can seem complex to DevOps teams. Let’s break it down into simple terms and explore how tools like Site24x7 can simplify the process of designing and monitoring Kubernetes architecture.

Types of Pods in Kubernetes: An In-depth Guide

When working with Kubernetes, pods are the fundamental building blocks of deployment. But not all pods are created equal. Understanding the different types of pods and their use cases is crucial for optimizing workloads, ensuring reliability, and maintaining efficiency in your cluster. Let's break it all down.

Telemetry Data Platform: Everything You Need to Know

As systems grow more distributed and complex, having a reliable way to monitor and understand what's happening across your infrastructure becomes essential. Telemetry data provides the visibility needed to keep everything running smoothly, whether you're managing microservices, cloud environments, or sophisticated AI systems. In this guide, we’ll break down what a telemetry data platform is, why it’s so important, and how you can choose the right one to meet your needs.

The New Retrospective Experience Is Now Available to All

A great retrospective isn’t just about documenting what happened — it’s about bringing your team together to uncover the insights that lead to real improvements in your process, roles, and technology. But to make that happen, retrospectives need to be structured enough to be effective, flexible enough to fit your team, and easy to collaborate on. That’s exactly what we set out to build.

JFrog's Release Lifecycle Promotion vs. Build Promotion

We here at JFrog have long advocated for promoting – never rebuilding – release candidates as they advance across the stages of your SDLC. For many JFrog customers, that meant using JFrog’s “Build Promotion” capabilities. Now you can level up your CI/CD game with promotions using Release Lifecycle Management (RLM)! In this article we’ll show you why promotions with RLM are more simple, secure, and scalable than our legacy build promotion API.

Building Production-Ready AI Infrastructure: How Megaport and Vultr Are Solving the Enterprise Challenge

In bridging traditional enterprise environments with modern GPU resources, we're helping organizations build AI infrastructure that's truly ready for production workloads. Co-authored by Duncan Ng, Vice President Solutions Engineering, Vultr As enterprises move from AI experimentation to production deployment, most are realizing a fundamental truth: Successful AI adoption requires more than just access to GPU computing power.

3 Companies That Repatriated Workloads from the Cloud and Their Results

In recent years, many businesses have begun a process known as cloud repatriation. Cloud repatriation is when companies migrate their applications, data, and workloads from the public cloud to on-premises infrastructure. According to IDC, 70-80% of companies are repatriating at least some of their data each year.

Resolve Demo Express: From Alerts to AI

The phrase “demo express” is no accident or exaggeration, because when it comes to IT process automation, it’s all aboard. Organizations across every vertical contend with a wide variety of IT challenges, such as: costly downtime, large ticket volumes, or a disjointed digital environment made up of many different apps and devices. The challenge is immense, and so too is the business success potential for teams that can harness process automation.

GitKraken Workshop: Conquer Git Complexities With the New GitKraken CLI

GitKraken is creating a reimagined CLI experience. Our goal? Conquer Git complexities by reducing repetitive repo management tasks. In this session, GitKraken Senior Cloud Architect, Louis Sivillo, will showcase how the CLI will create and manage repositories as a cohesive unit, execute cross-repository operations with a single command, and dramatically reduce context switching and manual overhead. We'll also dive into the future of the CLI and what we're building next to improve your workflows.

Scraping NGINX Metrics with OpenTelemetry & Exporting to Carbon

Looking for a straightforward way to collect NGINX metrics with OpenTelemetry and send them to your Graphite-based monitoring setup? Unlike Prometheus, which requires configuring scrape jobs and query language nuances, Carbon/Graphite offers a simpler setup with minimal overhead—just send metrics as plain text and query them easily with familiar tools like Grafana. Whether you're setting up dashboards, alerts, or just keeping an eye on traffic, this guide will get you actionable insights in no time!

How to find and test critical dependencies with Gremlin

Part of the Gremlin Office Hours series: A monthly deep dive with Gremlin experts. Pop quiz - what are all of the dependencies your services rely on? If you’re like most engineers, you probably struggled to come up with the answer. Modern applications are complex and rely on dozens (if not hundreds) of dependencies. Many teams rely on spreadsheets, but manual processes like these break down over time. What if you had a tool that found and tracked dependencies for you?

Engineering Excellence vs. Developer Experience, and Why You Need Both to Thrive

The terms engineering excellence and developer experience are often used in ways that make them seem interchangeable. While these concepts do overlap, it’s important to understand that developer experience (DX) is just one subset of engineering excellence, not a one-to-one match. Below, we define engineering excellence, clarify what developer experience entails, and explore how improving developer experience supports—but does not replace—the broader objectives of engineering excellence.

From Vision to Value: Unlock Cloud Savings with Tidal Accelerator

1 year later… Technology leaders face a critical challenge that keeps them up at night: transforming their digital infrastructure without burning through budgets or risking operational disruption. In today’s hyper competitive business landscape, cloud migration isn’t just a technical upgrade, it’s a strategic imperative that can make or break an organization’s future. That’s where experience matters.

Server Monitoring with Graphite

Server monitoring is crucial to learn these days to use your servers efficiently. It helps optimize the performance of a server and diagnose issues productively. One useful tool used these days is Graphite, which helps monitor a server’s performance and provides graphing solutions by gaining valuable insights into your server. You can explore MetricFire’s Hosted Graphite service today by signing up for a free trial or booking a demo session.

New Announcements at swampUP 2024

JFrog's VP of Product Marketing, Jens, discusses how the company is positioned at the crossroads of traditional and AI-driven software development. Learn how JFrog's platform acts as the crucial system of record, converging multiple code sources into a unified pipeline through strategic moves like the GitHub partnership and key acquisitions. Hear Jens' insights on JFrog's role in shaping the future of software delivery.

AI in 2025: is it an agentic year?

2024 was the GenAI year. With new and more performant LLMs and a higher number of projects rolled out to production, adoption of GenAI doubled compared to the previous year (source: Gartner). In the same report, organizations answered that they are using AI in more than one part of their business, with 65% of respondents mentioning they use GenAI in one function.

Understanding AWS SNS Pricing: Features, Benefits, And Cost-Saving Strategies

A reliable notifications system can send highly scalable, multi-protocol messages — via email, SMS, or apps — all from one platform. For example, you can send timely cost anomaly alerts directly to your developers on Slack to alert them to potential overspending before it becomes a board meeting emergency. So, what does this have to do with Amazon SNS pricing? Let’s start at the beginning to better understand what you’re paying for when you get that AWS SNS bill.

How to Filter Docker Logs with Grep

Managing logs in Docker can quickly become overwhelming, especially when dealing with multiple containers. If you’ve ever tried to sift through a sea of log entries looking for a specific error or debugging message, you know the struggle. Fortunately, you can pipe docker logs output through grep to filter logs efficiently. This guide breaks down how to use docker logs grep it effectively, including practical examples to help you debug and monitor your containerized applications like a pro.

Ubuntu System Logs: How to Find and Use Them

System logs play a crucial role in debugging and monitoring in Ubuntu. When a service misbehaves or an unexpected crash happens, logs hold the answers. They’re also great for keeping an eye on system performance. Knowing how to access, read, and manage these logs can save you hours of troubleshooting. This guide covers everything you need to know about Ubuntu system logs—from where they’re stored to how to analyze them efficiently.

Distributed Tracing 101: Definition, Working and Implementation

Modern applications rely on microservices, making it tough to track issues across services. Distributed tracing helps by mapping a request’s journey and pinpointing latency, failures, and dependencies. Unlike traditional monitoring, tracing connects the dots between services, offering deeper visibility. But implementing it isn’t easy—it brings high data volumes, performance overhead, and complexity.

AWS CSPM Explained: How to Secure Your Cloud the Right Way

As organizations expand their AWS footprint, maintaining visibility and control over configurations can be challenging. Misconfigurations, unnoticed vulnerabilities, and compliance gaps can create serious security risks. AWS Cloud Security Posture Management (CSPM) helps teams navigate these challenges by automating security checks, ensuring compliance, and providing continuous monitoring. Here’s what you need to know about AWS CSPM and why it’s essential for securing your cloud environment.

Monitoring Kubernetes Resource Usage with kubectl top

Efficient resource utilization is key to running Kubernetes workloads smoothly. Whether you're troubleshooting performance issues, optimizing resource requests and limits, or keeping an eye on cluster health, the kubectl top command is an essential tool. It provides real-time CPU and memory usage metrics for nodes and pods, helping you make informed decisions about scaling and resource allocation.

Dynamic Alerting on Processor (CPU) utilization | The Tony and Tonie Show

Tonie and Tony discuss a new article on dynamic alerts, which uses machine learning to adapt alert thresholds to normal patterns of behavior. They discuss how this works in Redgate Monitor, and how it helps increase alert relevance, allowing teams to focus on real performance issues.

What is Behavior-Driven Development (BDD)?

Behavior-Driven Development (BDD) is a software development methodology in which applications are built to match the behaviors a user would expect from the software. An evolution of Test-Driven Development (TDD), BDD gathers user stories about how users expect applications to behave, then creates software tests to validate that their applications match this behavior. The BDD methodology utilizes specific language and naming conventions.

Building a Collective Defense: Collaborative Threat Intelligence and Information Sharing for Critical Infrastructure

Critical infrastructure — including systems vital to energy, water, transportation, communication, healthcare, finance, the military, and more — is the backbone of any nation’s public health, safety, security, and economic stability. As a result of their necessity, these systems are prime targets for sophisticated state-sponsored threat actors, organized cybercrime groups, and even hacktivists interested in drawing the most attention to their cause.

AWS Service Comparison: ECS Vs. EC2 Vs. S3 Vs. Lambda

Amazon Web Services (AWS) offers over 200 fully-featured services. AWS Elastic Compute Cloud (EC2), Elastic Container Service (ECS), Amazon Lambda, and the AWS Simple Storage Service (Amazon S3) are some of the most critical services you should become familiar with. We’ve previously covered Amazon ECS vs. EKS vs. Fargate for managing and deploying containers. This guide will explain how Amazon EC2, Lambda, ECS, and S3 compare and when you’ll want to use each.

The Role of DevOps in Healthcare: Streamlining EHR Deployments and Updates

The healthcare industry is undergoing a digital transformation, with Electronic Health Records (EHR) at the forefront of this change. However, implementing and updating EHR systems remains a challenge for many healthcare providers, particularly due to complex regulatory requirements, data security concerns, and the need for uninterrupted patient care.

Datadog Vs. New Relic: Comparing Observability Tools In 2025

Datadog and New Relic didn’t become some of the best observability platforms today by accident. Unlike traditional monitoring tools, both are built from the ground up to be cloud-native. This design is crucial for tracking system health across hybrid cloud infrastructure, modern applications, and microservices/containerized architectures. Both platforms also offer more flexible pricing models than the traditional subscription-based pricing you’ll see elsewhere.

Log Levels: Answers to the Most Common Questions

Logging is essential for understanding what’s happening inside your software. It helps developers and operators catch issues, monitor system health, and track application behavior. A big part of logging is log levels—these indicate how serious a message is, from routine updates to critical errors. In this post, we’ll break down everything you need to know about log levels, how they compare to Syslog log levels, and best practices for making the most of your logs.

The Ultimate Guide to OpenTelemetry Visualization

Modern software systems are complex, with multiple services interacting across different environments. Understanding how they behave—tracking performance, identifying bottlenecks, and diagnosing failures—requires more than just collecting data. OpenTelemetry provides a standardized way to gather logs, metrics, and traces, but the real value comes from making that data easy to interpret through visualization.

Automated incident response: Why it matters and where it's headed

Incidents happen. Whether it’s a service outage, degraded performance, or an unexpected spike in errors, things will go wrong. The question isn’t if incidents will occur—it’s how quickly and effectively you can respond when they do. For years, incident response has been a mostly manual process: someone gets paged, scrambles to investigate, loops in the right people, and after some firefighting, hopefully resolves the issue before too many customers notice.

The AI Model Showdown - LLaMA 3.3-70B vs. Claude 3.5 Sonnet v2 vs. DeepSeek-R1/V3

Following all the hype and bluster with DeepSeek’s arrival in the AI landscape––and its ability to crash the poster child of AI’s share value overnight (Nvidia), we wanted to conduct a rigorous evaluation at Komodor. We tested DeepSeek’s models head-to-head against industry leaders in solving real-world Kubernetes challenges.

Guide to unit testing

Unit testing is a software testing methodology that tests the behavior of individual functional units of code. Through unit testing, developers can verify that their code performs as intended. Providing an opportunity to catch bugs, validate the implementation of logic, and assess the quality of the code, unit testing enhances the quality of applications and preemptively identifies problems before they become major issues.

How To Monitor Kubernetes with Splunk Infrastructure Monitoring

Kubernetes is the standard for orchestrating containerized microservices — but it can present some monitoring challenges. Luckily, we’ve already covered why monitoring Kubernetes is a must-do, the basics of how to do it, and the options you have for collecting monitoring data from a K8s environment.

Introducing Megaport NAT Gateway

Cut your traditional NAT gateway costs by 70% or more with Megaport’s new software solution. For large businesses, Network Address Translation (NAT) is a must. But when speaking with our enterprise customers about the software side of their architecture, the complaint was always the same: The ballooning egress fees that come with moving massive amounts of data quickly become a major cost burden.

What is Platform Engineering and Why is it Important?

Without the right frameworks in place, software development often feels like managing a project with too many moving parts and no cohesive plan. A good solution to this problem would be having a unified platform that streamlines processes, integrates tools, and provides consistency across the development lifecycle. That’s what platform engineering offers—it simplifies the complexities of software development by making it easier to build, deploy, and maintain digital infrastructure.

Redgate Monitor Support for Azure PostgreSQL Flexible Server

Azure Flexible Server joins the suite of PostgreSQL hosting platforms supported by Redgate Monitor, which also includes Linux hosts or VMs, Amazon RDS and Aurora. Our goal is to provide you with a single-pane-of-glass view of your entire PostgreSQL estate, whether it’s running in Azure, AWS, or on-prem, ensuring simpler troubleshooting, better insights, and faster performance tuning.

Strategic IP address management (IPAM): A must-have solution for high volume networks

Managing enterprise IT infrastructure isn’t just about staying afloat—it’s about being one step ahead with strategic IP address management in modern enterprise IT. Each day, IT teams grapple with network sprawl, security challenges, and the constant demand for scalability. But here’s a question: how does your enterprise manage its IP address space? If your answer is “manually” or “through spreadsheets,” it’s time to rethink your approach.

Traditional IT CMDB vs. Data Center CMDB: What's the Difference?

When it comes to managing IT and data center assets, organizations often rely on a Configuration Management Database (CMDB). But not all CMDBs are created equal. While a traditional IT CMDB helps track hardware, software, and configurations, a Data Center CMDB is specifically designed to manage the physical infrastructure, capacity, and dependencies within a data center. Understanding the differences between these two types of CMDBs is critical for optimizing operations and ensuring complete visibility.

Why Cybersecurity Asset Management is Crucial for Cyber Hygiene

The concept of managing IT assets for security purposes has been around since the earliest days of computer networks in business. However, the term “Cybersecurity Asset Management (CAM)” itself is relatively new, however, Teneo have been opening minds to CAM for some time now, here is a summary of what it is and why it’s so important as part of maintaining good Cyber Hygiene.

Enterprise-Grade Software Security: Mastering Control Over Your Software IP

Enterprises should prioritize securing their software artifacts to protect intellectual property (IP), maintain compliance, and mitigate supply chain risks. A strong security posture requires a deep understanding of access management, distribution controls, compliance enforcement, and software lifecycle governance.

Security in depth with Ubuntu: Mapping security primitives to attacker capabilities

Cybersecurity is not about perfection. In fact, it’s more like a game of chess: predicting your opponent’s moves and making the game unwinnable for your opponent. Like chess players, attackers are always looking for an opening, probing for weaknesses, or waiting for you to make a mistake. Therefore, the best defense isn’t a single unbreakable barrier, but instead a layered strategy that forces your adversary into a losing position at every turn.

What's new with Google Cloud for 2025

Google Cloud remains the third-largest provider, holding a 13% share in the global cloud infrastructure services market. In Q3 2024, Google reported a 30% year-over-year revenue growth reaching $12 billion in sales. However, it is a competitive market so they are working hard to accelerate this momentum and drive future growth with developments in AI innovation and infrastructure investments.

AWS Aurora Pricing In 2025: What Influences Costs And How To Save

Amazon Aurora offers up to five times the throughput of standard MySQL and three times that of PostgreSQL. Its architecture combines the database engine with a cloud-native, SSD-based storage system built for high I/O operations to achieve this. That said, AWS Aurora pricing can be a real headscratcher for customers, with concerns about the cost structure, pricing components, and ways to cut expenses.

How Azure Observability Optimizes Performance and Monitoring

Observability in Azure isn’t just about tracking metrics—it’s about truly understanding how your cloud infrastructure, applications, and services are performing. It helps you spot issues before they become problems, optimize performance, and ensure security. In this guide, we’ll break down Azure Observability in a way that’s easy to follow, covering key concepts, best practices, and some useful tricks to give you an edge.

Everything You Need to Know About Microsoft Sentinel Pricing

Keeping your organization secure is more important than ever. Microsoft Sentinel, a cloud-native Security Information and Event Management (SIEM) solution, helps detect and respond to threats effectively. But to get the most out of it, it’s important to understand how the pricing works.

Jekyll and Hyde: Taming AI Security with Automation

AI offers a world of promise for security teams, including potential for advanced threat detection, automated response capabilities, and enhanced data analysis for cybersecurity. But the same technology that supports cybersecurity teams can also be weaponized by threat actors — a true “Good vs. Evil", or “Jekyll and Hyde” scenario.

Migrating from Generic to Custom Attestations: A zero-trust approach to compliance

The kosli attest generic CLI command can attest anything, but unlike a “typed” attestation (such as kosli attest snyk), it does not calculate a true/false compliance value for you. Customers have reported that while a generic “escape hatch” is useful, it nevertheless has some drawbacks: Based on this feedback we’ve implemented a new attest command called kosli attest custom.

The Risks of Not Replacing Skype for Business Before its End of Life

If your organization uses Skype for Business for collaboration, it’s time to start thinking about your next communication platform. On Oct. 15, 2025, Microsoft will stop supporting Skype for Business. As a result, the platform’s performance issues, security vulnerabilities, and other bugs will no longer be fixed. There’s still time to move to a new platform before Skype for Business is no longer supported.

Virtana in Gartner Research 2024: A Mark of Excellence in Infrastructure Observability

Research and analysis by Gartner¹ carries significant weight in the technology industry, serving as a trusted source of insights for IT decision-makers worldwide. Their rigorous evaluation processes and comprehensive market analysis help organizations make informed technology investments. When a company is featured across multiple Gartner research publications, it demonstrates market relevance and solution maturity.

Canonical achieves ISO 21434 certification, strengthening automotive cybersecurity standards

Canonical is proud to announce it has achieved the ISO 21434 certification for its Security Management System, following an extensive assessment by TÜV SÜD, a globally respected certification provider. This milestone highlights Canonical’s leadership in providing trusted and reliable open source solutions for the automotive sector.

Top 9 Endpoint Management Software Solutions: Expert Picks

With cyber threats on the rise and IT environments growing more complex, organizations need reliable Endpoint Management software to ensure security, compliance, and operational efficiency. There are many endpoint solutions out there, so to help you out, we’ve put our extensive experience in IT Management and security into analyzing and narrowing down a list of the best platforms. We paired this with reviews and expert opinions to bring you the most informed recommendations.

Use Cases for Incident Response Automation: From Triage to Full Remediation

In today’s fast-paced IT and network environments, incident response isn’t just about reacting—it’s about responding faster, smarter, and with greater efficiency. Manual processes are no longer enough to handle the complexity and volume of incidents organizations face. That’s where automation comes in. But automation doesn’t always have to mean full end-to-end remediation.

Product Release Notes January 2025

In the last few weeks, industry headlines once again brought the need for businesses to have complete cost visibility and proactive cost management strategies to the forefront of the constantly accelerating cloud and AI landscape. That’s why we’re excited to announce our latest product releases, designed to supercharge your cloud cost intelligence with deeper integrations into industry leaders like AWS and OpenAI.

How to Monitor Error Logs in Real-Time: An In-Depth Guide

For system admins and developers, being able to track error logs in real time is crucial. It’s not just about fixing problems; it’s about keeping everything running smoothly, ensuring systems perform at their best, and catching issues before they snowball into bigger ones. This guide breaks down the tools and commands that make real-time log monitoring easier and more effective, offering more than just the basics.

NGINX Log Monitoring: What It Is, How to Get Started, and Fix Issues

Ensuring that your web applications run smoothly and securely is essential. NGINX, known for its high performance and scalability, plays a key role in delivering web content. But to keep everything running efficiently, you need to monitor and analyze its logs properly. This guide will walk you through how to configure, analyze, and make the most of NGINX logs to stay on top of your server’s health.

Simple Talks Podcast | S2, Episode 2 - Introducing a new PostgreSQL book!

In this week's podcast, we are doing our very first "special episode". Two of the Redgate Advocates (Ryan Booz and Grant Fritchey) have written a book on PostgreSQL titled "Introduction to PostgreSQL for the data professional". So Louis sat down when them and asked them about the book, the process of creating it, and much more.

Monitor Amazon Kinesis Firehose in Hosted Graphite

We’ve supported syncing your metrics from Kinesis Streams, Amazon’s streaming data platform, for several years. Kinesis Streams helps you gather and process streaming data which can then be monitored in your Hosted Graphite account. Recently, we’ve added support for Firehose, a fully managed and scalable service that allows users to stream data to destinations like Amazon Simple Storage Service (Amazon S3), Amazon Redshift, or Amazon Elasticsearch Service (Amazon ES).

1st Live AMA with GitLens Creator Eric Amodio | Feb 13, 1pm EST

What questions would you ask the creator of GitLens? Whether you’re a power user or new to GitLens and have basic questions, we’d love to hear from you. Join us for a live AMA with Eric Amodio, the creator of GitLens on February 13th at 1 PM EST. GitLens has evolved significantly since it began as a simple blame and annotations extension for VS Code. Now, we invite you to ask questions, gain insights, and hear Eric’s perspective on any topics you're curious about.

Windows VPS vs. Linux VPS: which one should you choose?

When it comes to renting a virtual private server (VPS), one of the first decisions you'll face is choosing between Windows VPS and Linux VPS. Both operating systems have their pros and cons, and the right choice depends on your specific needs. So, let's consider a scenario: You've decided to rent a virtual server but are unsure which operating system is better. It's essential to take into account the technical characteristics, cost, and ease of use of each system. Let's delve into the intricacies of the choice.

Monitoring coffee: Tales from Hosted Graphite's secret lab

It has been said that software engineers are organisms that convert caffeine into code. Not all software engineers need coffee to get by, but it's popular enough that it'd be silly for us not to have an office coffee machine... …it'd also be sort of silly for a monitoring company not to monitor that coffee machine, which is so crucial that we could make a reasonable argument for it being part of the production infrastructure.

Locking Down PostgreSQL with SSL: Secure Remote Connections Like a Pro

PostgreSQL is a beast when it comes to handling data, but if you're running an instance that needs to be accessed remotely, securing it with SSL is non-negotiable. Without SSL, your database connection is essentially an open book for anyone snooping on the network. Let’s lock it down with properly signed certificates!

#035 - Beyond Kubernetes: A Veteran of the Container Wars on the Past, Present, and Future of Clo...

This episode of "Kubernetes for Humans" features Dan Ciruli, a Senior Director of Product Management at Nutanix, who shares his journey in tech and his perspective on the evolution of cloud-native technologies. Ciruli discusses his early career as an engineer and his transition to product management, noting that the role was not well-defined in the 1990s. He recounts his experiences with startups, Google, and D2IQ (formerly Mesosphere), highlighting the rise of Docker and projects like Mesos.

4 Recommendations for Optimizing DevOps

DevOps’s concept and development have significantly changed how IT teams work in the last decade. Small and large teams alike can see the difference when they switch from traditional software development cycles to a DevOps cycle: However, effectively embracing DevOps takes work. Thankfully, there are many ways to navigate this challenging journey, and this article will explore the four most effective ones.

How AWS Savings Plans (And Other Strategies) Lower Your Cloud Spend

Amazon Web Services (AWS) introduced Savings Plans to offer customers a more flexible and discounted pricing model than Reserved Instances. Like Reserved Instances, AWS Savings Plans offer discounts for longer-term commitments. You can learn more about the differences between Reserved Instances (RIs) and Savings Plans here. In this post, we’ll quickly explain AWS Savings Plans, how they work, and what they can and cannot do for you.

How to Conduct A DevOps Maturity Assessment: Complete Guide

A DevOps Self-Assessment provides 15 questions about your DevOps processes and practices and ranks the maturity of your DevOps initiative. Achieving better business outcomes hinges on the ability to release software faster and provide responsive support. DevOps maturity assessments play a critical role in this process by helping organizations pinpoint inefficiencies, identify gaps in collaboration, and refine their workflows.

Kosli Joins FINOS to Collaborate on DevOps Controls and Change Compliance in Financial Services

We are thrilled to announce that Kosli has joined the Fintech Open Source Foundation (FINOS), a Linux Foundation organization dedicated to fostering collaboration and innovation in financial services technology. Our goal is to engage the community establishing common standards and automation practices for DevOps controls and change management automation.

Getting Started with OpenTelemetry Java SDK

Understanding how your applications perform is crucial. OpenTelemetry has emerged as a powerful observability framework, offering a standardized approach to collecting telemetry data such as metrics, logs, and traces. For Java developers, the OpenTelemetry Java SDK provides the tools necessary to instrument applications effectively. This guide is all about the OpenTelemetry Java SDK, exploring its components, configuration, and advanced features to help you harness its full potential.

AWS CloudWatch Custom Metrics: Types & Setup Guide [With Examples]

Amazon CloudWatch is a monitoring and observability service that provides real-time insights into AWS resources and applications. While CloudWatch provides many default metrics, sometimes you need custom metrics to monitor specific aspects of your infrastructure or applications. This guide covers everything you need to know about CloudWatch custom metrics, from basics to advanced use cases.

Server Rack Best Practices for Tracking Assets and Space Utilization

Managing server racks effectively is one of the most critical aspects of running a successful data center. Accurate asset tracking and efficient space utilization can make or break your operations. Without proper processes in place, you risk issues like wasting resources and escalating costs.

How to Optimize Costs and Strengthen IT with Teneo's Deep Observability

Teneo understands that it can be hard to balance cost and depth of observability in todays fast-paced digital landscape, where organizations face the challenge of managing increasingly complex IT infrastructures while keeping costs under control. Achieving this balance requires a new approach, this is why we have developed our Open Observability platform, a critical component of Teneo’s StreamlineX framework.

The carrot and the stick: the impact of data sovereignty on data centre buying decisions

Data sovereignty is now one of the top concerns of those making data centre buying decisions. The principle that data is subject to the laws of the country where it is collected or stored, has been enshrined in two discrete, but connected pieces of legislation: The Data Protection Act 2018 (DPA 2018). Whilst both these statutes enforce sovereignty as a minimum, they also cover the use of personal data, including how it is collected, stored, and processed.

Ubuntu available in Microsoft's new WSL distribution format

We are happy to announce that Ubuntu on Windows Subsystem for Linux (WSL) is now available in Microsoft’s new tar-based distribution architecture. Ubuntu has been a widely used Linux distribution on WSL, offering a familiar development environment for many users. This new distribution architecture for WSL will make adoption easier in enterprise environments by enabling image customization and deployments at scale.

Website Performance Benchmarks: What You Should Aim For [with Examples]

When it comes to your website, speed is everything. A slow site frustrates users, drives up bounce rates, and even impacts your revenue. That’s where website performance benchmarks come in. They help you figure out how well your site is performing, where it needs improvement, and—most importantly—what you can do to make it faster. In this guide, we'll walk you through the key benchmarks, the tools you need, and a few tips that’ll help your site outshine the competition.

Top 11 API Monitoring Tools You Need to Know

APIs are the backbone of modern software, quietly powering everything we interact with. But just because they’re invisible doesn’t mean they can’t run into issues. From response times to uptime, keeping an eye on your APIs is key to making sure everything works smoothly. In this guide, we’ll explore 11 popular API monitoring tools to help you find the one that best fits your needs.

10 Kubernetes Monitoring Tools You Can't-Miss in 2025

Monitoring a Kubernetes cluster isn’t just about keeping an eye on CPU and memory usage. It’s about understanding system health, detecting anomalies before they cause outages, and ensuring applications run smoothly. With so many tools available, choosing the right one can feel overwhelming. This guide covers the best Kubernetes monitoring tools, their use cases, and key factors to consider.

Wireless Network Management with Site24x7

Struggling with Wi-Fi connectivity issues? Wireless LAN controllers (WLCs) are the backbone of enterprise networks, but they’re not without challenges. From access point disconnections to overloaded controllers, even small issues can disrupt your operations. With Site24x7, you can proactively monitor and optimize your wireless network. Get real-time insights, detailed analytics, and instant alerts to troubleshoot problems before they impact users.

Building Cyber Resilience Through Collaboration

As cyber threats grow in sophistication and frequency, organizations worldwide are grappling with the challenge of safeguarding their systems and data while maintaining operational continuity. Cyber resilience, the ability to prepare for, respond to, and recover from cyber incidents, is no longer just a competitive advantage…it’s a critical necessity.

Kubernetes Vs. Docker Vs. OpenShift: Understanding Their Roles And Differences

Containers are a big deal today. They are software units that contain all the code, runtime, and dependencies required to run a distributed application. Thus, containers help engineers test and run apps without compatibility issues on any device and platform. Organizations can use containers to reduce engineering costs, speed up deployments, develop and test AI models, and automate more processes. You probably want those benefits as well.

Struggling With Your Patch Management Process? Template, Essential Steps & Tips for a Stress-Free Patch Management Procedure

A patch management process lays out the steps associated with updating software and hardware. The typical patch management procedure includes things like prioritizing important patches, testing them, and eventually deploying them on an automated schedule — but with so many tools for managing patching in so many different kinds of setups, no two IT teams’ patch management processes look alike. What does your patch management process look like?

How Proactive Incident Response Creates Transformative Success

Incident response has always been a vital function within IT and the organizations it supports. However, as technology landscapes become increasingly hybrid and IT environments grow more complex, the need for a fast, efficient, and adaptive incident response system has never been greater. Teams in this environment face many challenges, starting with overwhelming event noise. When systems generate too many alerts, critical warnings can get lost in the chaos, leading to missed issues and delayed responses.

Essential Software Deployment Best Practices for Success

Smooth and efficient software deployment is critical to delivering high-quality applications that meet user expectations. Still, many software failures can be traced back to deployment issues. A well-structured deployment strategy can help DevOps & SREs teams prevent these errors, ensure system reliability, and enhance user satisfaction. This guide explores software deployment best practices, from planning and execution to post-deployment monitoring and incident management.

The role of FIPS 140-3 in the latest FedRAMP guidance

There’s good news in the US federal compliance space. The latest FedRAMP policy on the use of cryptographic modules relaxes some of the past restrictions that prevented organizations from applying critical security updates. There has long been a tension between the requirements for strictly certified FIPS crypto modules and the need to keep software patched and up to date with the latest security vulnerability fixes.

Magento performance optimization-Actionable tips and strategies

Is your ecommerce store traffic resulting in enough conversions? If not, your store might be facing performance issues. Amazon loses 1% of its $141 billion online sales for every 100ms of latency. BBC risks 10% of its website visitors for every additional second of load time. As your business grows, the need to build new features, customize code, and integrate third-party systems grows.

SSHD Logs 101: Configuration, Security, and Troubleshooting Scenarios

Secure Shell (SSH) is a fundamental tool for remote system administration, and its logs play a critical role in security monitoring, debugging, and compliance. SSHD logs provide insights into authentication attempts, connection successes, failures, and potential intrusions. This guide explores everything you need to know about SSHD logs, including their location, format, analysis, and lesser-known security practices to maximize their effectiveness.

Reviewing Every New Feature in HAProxy 3.1

HAProxy 3.1 makes significant gains in performance and usability, with better capabilities for troubleshooting. In this blog post, we list all of the new features and changes. All these improvements (and more) will be incorporated into HAProxy Enterprise 3.1, releasing Spring 2025. Watch our webinar HAProxy 3.1: Feature Roundup and listen to our experts as we examine new features and updates and participate in the live Q&A.

How to make Kosli generic attestations using the kosli-attest-generic command

All but one of the kosli attest commands calculate the true/false compliance value for you based on their type. For example, kosli attest snyk can read the sarif output file produced by a snyk scan. The one that doesn’t is kosli attest generic which is “type-less”. It can attest anything, but Kosli cannot calculate a true/false compliance value for you. Often the tool you are using can generate the true/false value, which is then easy to capture.

Empowering NOC Teams - Enhanced Workload Insights

In the dynamic landscape of cloud operations, Network Operations Centers (NOCs) are crucial in ensuring service reliability and performance. However, managing the diverse workloads of NOC teams can be challenging. At MoovingON, we are dedicated to providing solutions that enhance operational efficiency and cultivate a positive work environment for our engineers. To this end, we are excited to introduce a powerful new feature in our moovingon.ai platform: Enhanced Dashboards for Workload Management.

Top Azure App Insights Techniques You're Not Using for Querying Logs

The Business Activity Monitoring (BAM) module's new feature allows seamless navigation directly to the Azure portal. This video provides an overview of how BAM enables the monitoring and querying of logs from Azure App Insights and Log Analytics. It also showcases a use case in the employee benefits scenario, where daily file processing data is visualized for business and support teams to track system activities.

Introducing step failure strategies in Bitbucket Pipelines

We are excited to introduce a new capability in Bitbucket Pipelines – Step Failure Strategies. This is the first of a set of new features allowing developers to implement more comprehensive logic and control-flow inside their CI/CD pipelines. Failure Strategies are designed to give you explicit control over how your pipeline behaves in the event that an individual step within the pipeline fails.

Announcing ARM builds in cloud for Bitbucket Pipelines

We are excited to announce the release of ARM builds in the Pipelines cloud runtime. Our release of Linux based ARM runners in cloud allows you to build and deploy software for ARM-based systems with all the benefits of our fully managed CI/CD platform. To use the new cloud ARM runners in your pipeline, make the following modifications to your bitbucket-pipelines.yml file.

Moving to a zero-trust model with Kosli's custom attestations

The Kosli CLI provides several attest commands, such as kosli attest snyk, kosli attest jira, etc. These attestations are “typed” - each one knows how to interpret its own particular kind of input. For example, kosli attest snyk interprets the sarif file produced by a snyk container scan to determine the true/false value for that individual attestation.

AWS Cloud Financial Management Explained: Everything You Need To Know

Many companies migrate to the cloud and overlook costs in favor of innovation, speed, and flexibility. They assume that the cloud is inherently more cost-effective than on-premises infrastructure. However, the organizations soon realize that the same characteristics that make the cloud such an enticing and flexible resource can also lead to unexpectedly higher usage bills than expected. The challenge is to find the right balance between optimal system performance, engineering velocity, and cost.

How to reduce data storage costs by up to 50% with Ceph

In our last blog post we talked about how you can use Intel QAT with Canonical Ceph, today we’ll cover why this technology is important from a business perspective – in other words, we’re talking data storage costs. Retaining and protecting data has an inherent cost based on the underlying architecture of the system used to store it.

How To Configure a PostgreSQL Datasource in Grafana

So, you’ve got a PostgreSQL database packed with juicy data, and you want to turn those raw numbers into slick, interactive Grafana dashboards? Good call! Grafana’s PostgreSQL datasource is like the secret handshake that lets you visualize your data in style—no extra ETL magic required. In this guide, we’ll walk through getting PostgreSQL and Grafana to play nice, covering everything from connection settings to query tuning.

The Basics of Log Parsing (Without the Jargon)

Logs are crucial for understanding what's happening in your system, but they can often be hard to make sense of. Log parsing is the key to turning raw, unstructured data into something useful. In this blog, we'll explore the basics of log parsing, its importance, and how it helps you extract valuable insights from your logs without all the clutter.

OpenTelemetry Processors: Workflows, Configuration Tips, and Best Practices

Most developers are familiar with Opentelemetry core components—Traces, Metrics, and Logs. But there’s one part of the OpenTelemetry ecosystem that doesn’t always get the spotlight: processors. These behind-the-scenes operators shape your data pipeline, helping you filter, enrich, and fine-tune telemetry data before it reaches your backend systems. Processors play a key role in making sure your data is cleaner, more useful, and just the way you need it.

Linear Track Lighting for Data Centers to Optimize Maintenance Visibility

Data centers are the backbone of modern technology, powering our digital lives. As these spaces get busier and more complex, keeping them running smoothly becomes even more important. Lighting is one key factor that's often overlooked. The right lighting helps technicians work efficiently around sensitive equipment and dense cable systems.