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The latest News and Information on Monitoring for Websites, Applications, APIs, Infrastructure, and other technologies.

MCP = Observability + Code, a Real-life Example

Our bot is hitting an error. We can see it in the distributed trace. Here, see what happened when we noticed it: Austin fired up Claude Code (hooked up to Honeycomb with its MCP tool) and got it to find the error, fix it, deploy, and check that the fix worked. It got a little overconfident at first, but the ending is happy. IRL this took 22 minutes; the video speeds up the AI agent interactions and cuts out waiting. This video includes Austin Parker, Jessica Kerr, and Ken Rimple.

Top Features of Splunk Observability Cloud for Engineers

In this video we’ll walk you through a demonstration of Splunk Observability Cloud’s key capabilities. You’ll see how you can monitor Kubernetes cluster health in Infrastructure Monitoring, and alert on your services’ health using AutoDetect Detectors and Alerts. We’ll then take a look at traces and metrics in APM, and use Related Content to find correlated log entries of error traces. Then we’ll use AlwaysOn Profiling to troubleshoot long duration traces for our service.

What's Inside InfluxDB 3.1

InfluxDB 3.1 is now available for both Core and Enterprise editions, bringing significant improvements that make managing high-volume, high-velocity time series data even easier, faster, and more secure. InfluxDB 3 Core is the free, open source edition of InfluxDB 3—a high-speed, recent-data engine licensed under MIT and Apache 2. InfluxDB 3 Enterprise is the commercial version of Core, adding support for longer-term historical queries, high availability, enhanced security, and more.

Easy Method for Monitoring MinIO Performance Using Telegraf

MinIO is a high-performance, S3-compatible object storage server built for cloud-native applications. It’s open-source, lightweight, and incredibly fast which makes it a solution for developers who need to store and serve unstructured data like images, logs, or backups. Whether you’re building a self-hosted alternative to Amazon S3 or running MinIO as part of a local development pipeline, it fits into modern containerized environments.

Monitoring for Financial Services: Reducing Costs, Ensuring Reliability

Fintech has reshaped financial services, using technologies like machine learning and blockchain to deliver faster, smarter, more user-friendly experiences. Challenger banks, open banking apps, digital payments, and investment apps have set a new standard—leaving traditional institutions racing to keep up. But staying competitive isn’t just about building digital products—it’s about making them reliable.

Database observability: How OpenTelemetry semantic conventions improve consistency across signals

Databases are a crucial part of modern systems, which means database observability is incredibly important, too. However, gathering information on them can be complex, variable, and tricky to instrument in a consistent way. OpenTelemetry is helping to change that, and one of the most important aspects in making it work is a set of shared rules called semantic conventions.

Create rich, up-to-date visualizations of your AWS infrastructure with Cloudcraft in Datadog

As your cloud environment grows more complex and dynamic, it becomes more difficult to maintain up-to-date reference diagrams, visualizing its components, that are available to all teams. As a result, teams often end up lacking the visibility they need to understand, manage, and troubleshoot their cloud infrastructure and applications.