Operations | Monitoring | ITSM | DevOps | Cloud

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Building an AI Chatbot Playground with React and Vite

Read how we set up an experimental chatbot environment that allows us to switch LLMs dynamically and enhances the predictability of AI-assisted features' behavior within the ilert platform. The article includes a guide on how you can build something similar if you plan to add AI features with a chatbot interface to your product.

Top 5 Best Container Monitoring Tools in 2025

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

Troubleshooting Kafka Monitoring on Kubernetes

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

3 Ways to Streamline Kubernetes Operations with PagerDuty Automation

Kubernetes popularity continues to grow, with over 60% of organizations maintaining multiple Kubernetes across diverse environments and teams in some capacity. However, as clusters multiply, so do operational challenges: from monitoring hundreds of microservices to responding to and escalating incidents across distributed systems.

What is Endpoint Monitoring? Definitions, Benefits & Best Practices

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

What is Endpoint Detection and Response (EDR) Software?

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

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

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

Simple Guide to Converting Prometheus Metrics to Graphite Using Telegraf

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

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

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