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The latest News and Information on Service Reliability Engineering and related technologies.

Complete Handbook of OpenTelemetry Metrics

You have probably heard of OpenTelemetry in the context of traces. But did you know OpenTelemetry also supports metrics with a comprehensive, forward-looking data model and SDKs? When it comes to metrics, one thinks of Prometheus, but Otel metrics provide exciting ideas such as cumulative deltas, exponential histograms, and more! This talk will demystify everything about Otel Metrics, from the data model to APIs to how to get started. We will cover the differences between Otel Metrics and Prometheus and explain the reasons why people get excited about using Otel Metrics.

What is clinical troubleshooting? #incidentmanagement #incidentresponse #sitereliabilityengineering

In this clip, Dan Slimmons explains what this clinical troubleshooting framework entails. It’s no secret that teamwork is one of those things that, when done right, can make a world of a difference. So sometimes, when responding to a particularly complicated incident, it can be best to bring a team together to figure out what’s going on and work towards a fix. But it’s not enough to just jam a bunch of folks into a room and hope for the best. You need a framework in place to ensure that everyone stays focused, diagnoses the issue and resolves it as quickly as possible.

Learning is an iterative process #incidentmanagement #incidentresponse #sitereliabilityengineering

In this clip, Viktor Stanchev explains why it's important to remember that learning is an iterative process. Whether you’re a seasoned vet when it comes to incident response, or just getting started out, it can be easy to fall into the trap of doing too much all at once. And it just makes sense. Incident response is one of those things that doesn’t have a single, perfect formula, so teams can be left doing a little bit of everything in an effort to get it right.

It's better to declare incidents early #incidentmanagement #sitereliabilityengineering

In this clip, Viktor Stanchev explains why it's better to declare incidents early rather than too late. Whether you’re a seasoned vet when it comes to incident response, or just getting started out, it can be easy to fall into the trap of doing too much all at once. And it just makes sense. Incident response is one of those things that doesn’t have a single, perfect formula, so teams can be left doing a little bit of everything in an effort to get it right.

Elastic's RAG-based AI Assistant: Analyze application issues with LLMs and private GitHub issues

As an SRE, analyzing applications is more complex than ever. Not only do you have to ensure the application is running optimally to ensure great customer experiences, but you must also understand the inner workings in some cases to help troubleshoot. Analyzing issues in a production-based service is a team sport. It takes the SRE, DevOps, development, and support to get to the root cause and potentially remediate. If it's impacting, then it's even worse because there is a race against time.

Bridging the IT-business comms gap comes down to this one word: Ask

A highlight of the SRE Report is the insightful analysis based on the organizational ranks of respondents. The 2023 installment exposed significant misalignment between practitioners and management in several key areas, including the benefits of AIOps, the challenge of tool sprawl, and attitudes towards blamelessness. While the 2024 SRE Report showed a rare consensus on the importance of monitoring external endpoints, it uncovered yet more ongoing differences. Let’s dive in.