Popular GitHub Repositories for Instrumentation

OpenTelemetry Instrumentation for AI Observability

Shinzo is the first fully modular analytics solution for MCP servers built with OpenTelemetry semantic conventions. Gain insight into agent usage patterns, contextualize tool calls, and analyze performance of your servers across platforms.

TaintFlow, a framework for JavaScript dynamic information flow analysis.

Local windowed attention multi-instrumental music transformer tailored for music orchestration/instrumentation and stable music generation

Polyaxon Clients & Langange SDKS

A code analysis tool that generates dependency graphs from multi-language codebases, enabling AI agents to explore and understand code structure through MCP integration. Features real-time file watching, dynamic instrumentation, and security scanning.

Monitoring and evaluating LLM apps with Langfuse. Presented at PyConZA 2024.

Code for an AI assistant that answers questions about coffee to demo instrumentation of GenAI apps with open-source Monocle.

Trace Serve Machine Learning Library (TMLL)