In addition, we now have a common standard for defining and correlating traces, metrics, and logs: OpenTelemetry. Most Observability vendors are all in on OpenTelemetry, which means that it has become the de-facto standard for instrumenting code (and also the second most popular CNCF project in terms of contributions 🎉). It also means that these vendors all ingest the same data, and it’s up to how those vendors... - Source: dev.to / 7 days ago

I contend there is using a worker runtime and OpenTelemetry. - Source: dev.to / 14 days ago

OpenTelemetry is an open-source observability framework that provides mechanisms for creating and sending traces, metrics, and logs. It consists of various elements such as protocols for transmission and SDKs for different programming languages. In this article, we will explore how OpenTelemetry achieves distributed tracing. - Source: dev.to / 18 days ago

The preferred method of observing internal behavior would be through standardized logging once it is available in all drivers (DRIVERS-1204), however until that time only event logging is consistently available. In the future additional observability tooling such as Open Telemetry support may also be introduced. - Source: dev.to / 27 days ago

Our first approach was to implement a separate SDK for each independent technology stack. We decided to use OpenTelemetry which is widely adopted and covers most of our needs. - Source: dev.to / 3 months ago

Are you working on microservices, cloud native, and container-based architectures? Then you need to check out Apache Skywalking. It's an Application Performance Monitoring (APM) system, that provides monitoring, tracing, and diagnosing capabilities for distributed systems in Cloud Native architectures. This latest update has hundreds of changes including support for Java 21 runtime, new functions and parameters,... - Source: dev.to / 11 days ago

When choosing distributed tracing tools, considerations include your technology stack, business requirements, and monitoring complexity. Zipkin, SkyWalking, and OpenTelemetry are popular distributed tracing solutions, each with its unique features. - Source: dev.to / 3 months ago

Apache SkyWalking is an APM tool, focusing on microservices, Cloud Native apps, and Kuernetes architectures. It builds its architecture on four kinds of components:. - Source: dev.to / 6 months ago

> Where's Java primarily used these days? I've seen a lot of enterprise-y webdev projects use it for back end stuff (Dropwizard, Spring Boot, Vert.X, Quarkus) and in rare cases even front end (like Vaadin or JSF/PrimeFaces). The IDEs are pretty great, especially the ones by JetBrains, the tooling is pretty mature and boring, the performance is really good (memory usage aside) and the language itself is... okay.... - Source: Hacker News / 9 months ago

> What should people use? I recall Apache Skywalking being pretty good, especially for smaller/medium scale projects: https://skywalking.apache.org/ The architecture is simple, the performance is adequate, it doesn't make you spend days configuring it and it even supports various different data stores: https://skywalking.apache.org/docs/main/v9.0.0/en/setup/backend/backend-storage/ The problems with it are that it... - Source: Hacker News / 10 months ago