Operations | Monitoring | ITSM | DevOps | Cloud

Data Observability: Build confidence in the data life cycle

Datadog Data Observability provides a complete solution with quality checks (e.g., volume, row changes, freshness), custom SQL-based monitors, anomaly detection, column-level lineage across systems like Snowflake and Tableau, full pipeline visibility, and targeted alerts when data issues arise.

The Hidden Cost of Untagged Cloud Resources for SMBs

Cloud computing is a powerful enabler of growth and agility for small and medium businesses (SMBs). However, untagged cloud resources are one of the primary challenges most SMBs face in cloud environments. These untagged resources lead to a lack of visibility and accountability over cloud spending, which leads to wasted budgets and cost overruns.

Icinga Notifications v0.2.0 Release

Some of you might have already heard about this at OSMC, or you may have received a release notification from GitHub already: our Icinga Notifications project made a step forward and we are happy to announce that version 0.2.0 is now available for you to try out. It addresses feedback that we have received for the previous versions with the most important changes highlighted below.

From Reactive Response to Systemic Resilience: The System That Gets Smarter With Every Incident

Most operations teams are stuck in a reactive loop: Resolving incidents as they happen, then moving on to fight the next fire. This approach keeps things running in the short term, but prevents responders from documenting their learnings in a way that improves overall system resilience. There are practical reasons for this.

Top 7 Observability Platforms That Auto-Discover Services

You can use an observability platform that automatically discovers your services and provides ready-to-use dashboards with minimal setup. If you're running a system where microservices come and go, containers shift around, or serverless functions scale up quickly, this kind of experience saves you a lot of time. You gain visibility as soon as something goes live, without requiring any additional steps on your part. In this blog, we talk about the top seven platforms that offer these capabilities.

What to Expect When You Migrate to Atatus APM

As organizations aim for exceptional software reliability and user satisfaction, migrating to Atatus APM is a key upgrade in application monitoring. With nearly 80% of companies facing costly downtime exceeding $300,000 per hour, robust APM solutions like Atatus are crucial. It helps teams quickly identify bottlenecks, optimize performance, and improve the customer experience through comprehensive, real-time insights.

Incident Management vs Change Management: Key Differences Explained

The Incident Management vs. Change Management are two such moments that highlight a core difference teams face every day. One is a reaction to failure. The other is a planned improvement. That’s the heart of incident management vs. change management. Both keep systems reliable, and both help teams move faster without breaking things. Let’s explore how they differ and how they work together.

4 Golden Signals of System Reliability: A Practical Guide for Your Team

Modern systems produce endless streams of metrics. CPU usage, request volume, cache hit rates, node counts, queue depth, the list keeps growing. With this much data, it’s easy for teams to get lost in dashboards without knowing what actually matters. That’s why DevOps and SRE teams rely on the 4 Golden Signals of System Reliability. They provide the simplest and clearest way to understand user experience and system health.

Cloud Efficiency Masterclass: 6 Data-Driven Ways To Reduce Costs And Scale

Discover the basics of cloud efficiency as well as six advanced data-driven strategies you can use to make your cloud environment more efficient. With incredibly complex cloud architecture — that may even include Kubernetes and multi-tenant infrastructure — organizations are finding it hard to measure and monitor the performance and cost of their cloud environments.

The Ultimate Guide to US Vacation Rentals: Where to Stay and How to Save

US vacation rentals have become one of the most popular ways to travel, offering more space, privacy, and flexibility than traditional hotels. Whether you're planning a beach getaway, a family reunion, or a cozy cabin retreat, the world of US vacation rentals gives you endless options across every type of landscape the country offers. In this guide, you will find the best places to rent in the US, tips to save money, expert advice on picking the right property, and the most popular rental styles travelers love right now.