Operations | Monitoring | ITSM | DevOps | Cloud

Even the best site reliability engineers (SREs) spend too much time doing reactive work—triaging incidents, gathering context, escalating to the right teams, and documenting what happened. That work is essential, but it’s not where an SRE’s highest value lies. These engineers are hired to build and maintain resilient systems, not play air-traffic control with every alert that hits their queue.

We’ve all built the standard RAG pipeline: chunk data, embed it, store it, retrieve it. It works… maybe. Just like LLMs have added a thinking mode for better results, we can add a bit of thinking to our RAG pipelines with agentic RAG using PostgreSQL and n8n.

Reports by Gartner say that over 40% of agentic AI projects may be discontinued by 2027, primarily due to unverified costs, vague business value, and weak risk governance. Most business leaders can already see the risk. Or the opportunity. That’s not the problem; the problem is what happens after - the effectiveness of process execution. Anushree Verma, Senior Director Analyst at Gartner, said: Execution latency is now the most expensive form of operational waste.

SaaS Monitoring is the process of continuously tracking the performance, availability, and reliability of Software-as-a-Service (SaaS) applications to ensure they operate efficiently and deliver the best possible user experience. In an era where organizations depend heavily on cloud-based tools for communication, project management, and analytics, maintaining optimal SaaS performance is more critical than ever.

Many IT teams rely on monitoring tools that reveal what is happening but do little to guide next steps. Dashboards show spikes, alerts fire nonstop, and yet issues still take too long to resolve. Traditional monitoring focuses on visibility, but visibility alone no longer matches the speed or complexity of modern digital operations.

IT environments look very different from what they were a few years ago. Applications now run across hybrid clouds, systems update constantly, and users expect services to be available at all times. Despite this shift, many IT teams still depend on manual workflows and disconnected tools that slow down response and make it difficult to maintain reliable operations. Modern IT operations require more than basic monitoring or traditional ticketing systems.

Global DevOps standards prioritize speed and steady delivery. From an operational standpoint, long resolution times mean teams spend more time reacting to problems instead of focusing on preventative work and innovation. Consequently, operational costs go up, since resolving incidents often requires pulling in resources across teams for collaborative troubleshooting. Over time, this misalignment of resources can disrupt the product roadmap and slow down the release of updates.

Your smart home devices generate vast amounts of scattered data—this tutorial shows you how to centralize it into a unified platform using InfluxDB 3 and Grafana. You’ll not only track your home’s vital signs but also learn professional software development concepts, such as time series database design and building resilient data pipelines, applicable to various monitoring and analytics systems. Before we begin, ensure you have.

Modern SRE and IT operations run on two truths: you must see problems the way users do, and you must respond fast. With the new ilert and Ekara integration, you can turn Ekara’s powerful synthetic and real-user insights into actionable alerts and incidents in ilert – routed to the right on-call engineer, enriched with context, and communicated to stakeholders via status pages. The result: fewer surprises, faster recoveries, and happier users.

Decorators have always been a powerful concept in Icinga Web’s form system — letting developers control how form elements are displayed without hardcoding markup everywhere. But until recently, the decorator system had its limits. The new implementation of form element decorators completely reimagines this approach, offering cleaner logic and better flexibility. In this article, we’ll explore what’s new, why it’s better, and how to use it effectively in your own forms.