Transform Al Prototypes into Enterprise-Grade Products.

Langtrace is an Open Source Observability and Evaluations Platform for Al Agents.

• Langtrace @ GitHub.

Related contents:

• Tracing a RAG based Chatbot with Elastic Distributions of OpenTelemetry and Langtrace @ elastic observability labs.

The OpenTelemetry Collector offers a vendor-agnostic implementation on how to receive, process and export telemetry data. In addition, it removes the need to run, operate and maintain multiple agents/collectors in order to support open-source telemetry data formats (e.g. Jaeger, Prometheus, etc.) to multiple open-source or commercial back-ends.

OpenTelemetry-native GenAI and LLM Application Observability.

Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. Integrates with 50+ LLM Providers, VectorDBs, Agent Frameworks and GPUs.

• OpenLIT @ GitHub.

Open-source observability for your LLM application, based on OpenTelemetry.

OpenLLMetry is a set of extensions built on top of OpenTelemetry that gives you complete observability over your LLM application. Because it uses OpenTelemetry under the hood, it can be connected to your existing observability solutions - Datadog, Honeycomb, and others.

• OpenLLMetry @ GitHub.

This is an OpenTelemetry auto-instrumentation package for Symfony framework applications.

• Vu sur le Web [#1](https://links.biapy.com/./add-tag/1), partage de notre veille technologique @ Les-Tilleuls.coop .

OpenTelemetry Tail Sampling Configuration UI.

OTail is a user-friendly web interface for creating and managing OpenTelemetry tail sampling processor configurations. It provides a visual way to configure complex sampling policies without having to write YAML directly.

• OTail @ GitHub.

OpenTelemetry command-line tool for sending events from shell scripts & similar environments.

otel-cli is a command-line tool for sending OpenTelemetry traces. It is written in Go and intended to be used in shell scripts and other places where the best option available for sending spans is executing another program.

• Tracing shell scripts with OpenTelemetry @ howardjohn's blog.

Affordable full-stack production debugging & monitoring. Resolve Production Issues, Fast.
An Open Source Observability Platform: Unify Session Replays, Logs, Traces, Metrics and Errors – All Without the Datadog Price Tag.

Resolve production issues, fast. An open source observability platform unifying session replays, logs, metrics, traces and errors powered by Clickhouse and OpenTelemetry.

• HyperDX @ GitHub.
• Monthly Dose of Data - November 2023 @ Data Council.

OpenTelemetry Collector distribution with programmable pipelines.

Grafana Alloy is an open source OpenTelemetry collector with built-in Prometheus pipelines and support for metrics, logs, traces, and profiles.

• Grafana Alloy @ GitHub.

grafana/otel-lgtm bundles Grafana's open source stack for OpenTelemetry monitoring in a single Docker image.

• An OpenTelemetry backend in a Docker image: Introducing grafana/otel-lgtm @ Grafana Labs Blog.

Grafana Agent is a vendor-neutral, batteries-included telemetry collector with configuration inspired by Terraform. It is designed to be flexible, performant, and compatible with multiple ecosystems such as Prometheus and OpenTelemetry.

Grafana Agent @ GitHub.

Open-source APM.
Understand issues in your deployed applications & solve them quickly.

SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewRelic, etc. . Open source Application Performance Monitoring (APM) & Observability tool.

• SigNoz @ GitHub.

Related contents:

• (Almost) Every infrastructure decision I endorse or regret after 4 years running infrastructure at a startup @ Jack's home on the web.