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Closed-loop remediation: Why unified observability is an essential auto-remediation best practice

Dynatrace

“Closed loop” refers to the continuous feedback loop in which the system takes actions — based on monitoring and analysis — and verifies the results to ensure complete problem remediation. It is also a key metric for organizations looking to improve their DevOps performance. Improved change failure and escalation rates.

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Site reliability done right: 5 SRE best practices that deliver on business objectives

Dynatrace

The practice uses continuous monitoring and high levels of automation in close collaboration with agile development teams to ensure applications are highly available and perform without friction. That’s why good communication between SREs and DevOps teams is important.

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Automate CI/CD pipelines with Dynatrace: Part 2, Deploy stage

Dynatrace

Even when the staging environment closely mirrors the production environment, achieving a complete replication of all potential scenarios, such as simulating extremely high traffic volumes to assess software performance, remains challenging. This can lead to a lack of insight into how the code will behave when exposed to heavy traffic.

Traffic 259
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Implementing service-level objectives to improve software quality

Dynatrace

SLOs enable DevOps teams to predict problems before they occur and especially before they affect customer experience. Every team involved must agree for an SLO to be practical and applicable. In what follows, we explore some of these best practices and guidance for implementing service-level objectives in your monitored environment.

Software 259
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How Dynatrace boosts production resilience with Site Reliability Guardian

Dynatrace

These examples can help you define your starting point for establishing DevOps and SRE best practices in your organization. We use monitored demo applications to deliver constant load and a defined set of business transactions. Dynatrace strives to enable DevOps and SREs to ship software that works perfectly.

DevOps 183
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Efficient SLO event integration powers successful AIOps

Dynatrace

From my experience, a month of monitoring is the optimal duration to gain statistically significant insights into “how my entity behaves with the configured SLO.” When the SLO status converges to an optimal value of 100%, and there’s substantial traffic (calls/min), BurnRate becomes more relevant for anomaly detection.

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What is log management? How to tame distributed cloud system complexities

Dynatrace

While logging is the act of recording logs, organizations extract actionable insights from these logs with log monitoring, log analytics, and log management. Comparing log monitoring, log analytics, and log management. Log monitoring enables the collection of log data, and log analysis promotes intelligent, data-driven decision making.

Systems 183