Solomon Hykes, creator of Docker and CEO of Dagger, advocates for containerizing AI agents to manage complexity and enhance reusability. At Sourcegraph’s AI Tools Night, he demonstrated building an AI agent and a cURL clone using Dagger's container-based approach, emphasizing the benefits of standardization and debuggability.
OpenInference is a set of conventions and plugins that complements OpenTelemetry to enable tracing of AI applications, with native support from arize-phoenix and compatibility with other OpenTelemetry-compatible backends.
Arize Phoenix is an open-source observability library for AI experimentation, evaluation, and troubleshooting, built by Arize AI.
This article provides an overview of OpenTelemetry, an open-source observability framework, and guides on integrating it with Go applications. It covers key concepts like logs, metrics, and traces, and demonstrates setting up a reusable telemetry package using OpenTelemetry in Go.
OpenTelemetry, a Cloud Native Computing Foundation incubating project, helps software engineers collect and analyze data about system and application performance. Created from the merger of OpenTracing and OpenCensus in 2019, it addresses the challenges of observability in large-scale systems, especially with the rise of Kubernetes. The article discusses its rapid adoption, current challenges, and future innovations like profiling signals.
A Microsoft engineer demonstrates how WebAssembly modules can run alongside containers in Kubernetes environments, offering benefits like reduced size and faster cold start times for certain workloads.
The article discusses the future of observability in 2025, highlighting the significant role of OpenTelemetry and AI in improving observability and reducing costs.
Version 3.0 of the popular open-source monitoring system Prometheus has been released, with enhancements focused on a new user interface, OpenTelemetry support, and other new features aimed at improving user experience and streamlining workflows.
A reflection on the key achievements, contributions, and community efforts of 2024 for OpenTelemetry, including multilingual documentation and IA improvements.
Jaeger, a leading open-source distributed tracing platform, releases its version 2, which aligns with the OpenTelemetry framework, bringing improved performance, streamlined architecture, and native support for OTLP. The update includes advanced sampling techniques, expanded ecosystem access, and a more flexible storage implementation.
