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APM

The latest News and Information on Application Performance Monitoring and related technologies.

Announcing AI Error Resolution

After months of anticipation (and invaluable input from our beta testers!) we’re so excited to officially share AI Error Resolution. We can say firsthand that this tool helps developers resolve issues with renewed speed and accuracy, using AI-powered suggestions on the root cause of errors and how to fix them. Testing has shown how effectively this feature can pinpoint the source of an error and produce the most efficient method to resolve it, accelerating the entire debugging process.

Jaeger vs Tempo - key features, differences, and alternatives

Both Grafana Tempo and Jaeger are tools aimed at distributed tracing for microservice architecture. Jaeger was released as an open-source project by Uber in 2015, while Tempo is a newer product announced in October 2020. Jaeger is a popular open-source tool that graduated as a project from Cloud Native Computing Foundation. Grafana Tempo is a high-volume distributed tracing tool deeply integrated with other open-source tools like Prometheus and Loki.

C# logging: Best practices in 2023 with examples and tools

Monitoring applications that you’ve deployed to production is non-negotiable if you want to be confident in your code quality. One of the best ways to monitor application behavior is by emitting, saving, and indexing log data. Logs can be sent to a variety of applications for indexing, and you can then refer to them when problems arise.

Detect and score application vulnerabilities

With AppDynamics and Cisco Secure Application, you can quickly identify where application vulnerabilities exist and gain insights as to how best to remediate them based on business risk observability. Let technology work for you by keeping up with the most recent vulnerabilities and help you prioritize what to remediate based on business risk.

Checkly adds deep synthetic monitoring to Coralogix with new integration

Starting today, Checkly users can send their traces from synthetics checks to Coralogix to view in-depth synthetic user data along with back-end APM based tracing. This gives SRE’s and Operations engineers a new insight into how the system is responding to automated synthetic tests of your service. For Checkly users, integrating with Coralogix data means it’s easy to correlate end-to-end user experience with backend performance, and track poor performance to its root cause.

And What About my User Experience?

Monitoring backend signals has been standard practice for years, and tech companies have been alerting their SRE and software engineers when API endpoints are failing. But when you’re alerted about a backend issue, it’s often your end users who are directly affected. Shouldn’t we observe and alert on this user experience issues early on? As frontend monitoring is a newer practice, companies often struggle to identify signals that can help them pinpoint user frustrations or performance problems.

What is an Anomaly? Avoiding False Positives in Watchdog Detected Anomalies

In 2018 Datadog released Watchdog to proactively detect anomalies on your observability data. But what defines an anomaly? How do you avoid false positives? At Datadog Summit London 2024, Nils Bunge, product manager at Datadog, shared the story of the creation of the first Datadog AI feature (Watchdog Alert), what we learned from it and how we applied those lessons to all the added AI functionalities across the years.

AI realism (part two)

Emotions are running high about AI technologies. In this 2-parter, I do my best to make a rational case for the state of AI, and how we can respond to it. This is the second part; catch up with part one here. Today, we’ll talk about developing a company culture that thrives on experimentation and unpredictability. I’ll describe the conditions that can keep a product company nimble and healthy during a period of rapid change, enabling it to take advantage of emerging technologies.

Integrations for new Data Sources, Upgrades to Alerts & Kubecon Paris - SigNal 35

Welcome to the 35th edition of our monthly product newsletter - SigNal 35! We have made significant advancements in enhancing our product. The integration feature we shipped will enable quick-start monitoring for popular technologies in SigNoz. Let’s see what humans of SigNoz were up to in the month of March 2024.