Observability Libraries

Grafana Pyroscope is an open source continuous profiling platform. It will help you: For more information on how to use Pyroscope with other programming languages, install it on Linux, or use it in p…

Pyroscope is an open source continuous profiling platform. It will help you: Pyroscope supports all major architectures and is very easy to install. For example, here is how you install on a mac: Pyr…

Managed deployment by the Langfuse team, generous free-tier (hobby plan), no credit card required. You may want to use another integration to get started quickly or implement a use case that we do no…

(Prometheus recommended, but not required) Robusta is commonly used alongside Prometheus, but other tools are supported too. Robusta can either improve your existing alerts, or be used to define new …

What sets Logfire apart: Here's a simple manual tracing (aka logging) example: Logfire gives you a view into how your code is running like this:

Soda Core is a free, open-source, command-line tool that enables you to use the Soda Checks Language to turn user-defined input into aggregated SQL queries. When it runs a scan on a dataset, Soda Cor…

Runhouse gives your code the superpower of traversing remote infrastructure, so you can iterate and debug your ML apps and workflows locally in regular Python (no DSLs, yaml, or prescriptive dev envi…

Chaos Genius is an open source ML powered analytics engine for outlier detection and root cause analysis. Chaos Genius can be used to monitor and analyse high dimensionality business, data and system…

Start all services with docker-compose Dashboard screenshot: Grafana provides a great solution, which could observe specific actions in service between traces, metrics, and logs through trace ID and …

Odin is a programmable, observable and distributed job orchestration system which allows for the scheduling, management and unattended background execution of user created tasks on Linux based system…

Digma is a Continuous Feedback platform, comprised of an analysis backend and an IDE plugin with the goal of continually analyzing observability sources and providing feedback during development. Dig…

The goal of this repository template is to make it easy for you to get started with Prefect. Ideally, you should be able to:

Before using the Grafana collection, you need to install it using the below command: This collection includes the following roles to help set up and manage Grafana, Grafana Agent, OpenTelemetry Colle…

Now we want to trace the functions without modifying its code. Let's run the following: If everything is fine, you should be able to see the output like this: From the screenshot we can see the times…

Vaero's Python syntax is modern and easy to use. Log pipelines are executed with high-performance Go code.

In addition to latency tracking, HiQ provides memory, disk I/O and Network I/O tracking out of the box. The output can be saved in form of normal line by line log file, or HiQ tree, or span graph. No…