With serverless and containerized applications becoming a norm, workloads and integrations are spread across multiple cloud environments. As these apps become increasingly more distributed, monitoring also becomes more complicated with siloed and incomplete telemetry. This is where distributed tracing brings great value. It enables end-to-end visibility in your modern and complex application.

Distributed tracing is the ability to follow a request through a software system from beginning to end. While that may sound trivial, a single request can easily spawn multiple child requests to different microservices with modern distributed architectures. These, in turn, trigger further sub-requests, resulting in a complex web of transactions to service a single originating request.

One of the things that most excites me about what we at Helios are doing differently than anyone else is trace visualizations. While there are many ways to troubleshoot microservice architectures, a good visual overview goes a really long way to speeding up understanding and therefore accelerating time to a resolution. When your manager asks, “Why did that break down?” with Helios you can answer quickly with accurate data—this is the value of the Helios platform.

Written by Liz Fong-Jones and Phillip Carter. OpenTelemetry, also known as OTel, is a CNCF open standard that enables distributed tracing and metrics collection from your applications. At Honeycomb, we believe that OpenTelemetry is the best way to ingest the high-cardinality and high-dimensional data that every system, no matter how complex or distributed, needs for observability.

Microservices architecture is the new norm for building products these days. An application made up of hundreds of independent services enables teams to work independently and accelerate development. However, such highly distributed applications are also harder to monitor. When hundreds of services are traversed to satisfy a single request, it becomes difficult to investigate system issues.

Getting existing telemetry into Honeycomb just got easier! With the release of the Datadog APM Receiver, you can send your Datadog traces to the OpenTelemetry Collector, and from there, to any OpenTelemetry-compatible endpoint. Often, evaluating a new tracing solution requires re-instrumenting your applications from the ground up in a new vendor’s tooling. It’s a pretty high bar to clear just to see if a solution is worth adopting.

OpenTelemetry (OTel), an open source project under the Cloud Native Computing Foundation (CNCF), is a collection of tools, APIs and SDKs for generating and collecting observability data (mainly trace, metrics and logs) from cloud-native applications. An industry-standard for distributed tracing and observability, OTel enables analyzing application health and performance to ensure production-readiness and support production monitoring.