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prometheus-client

Prometheus instrumentation library for Python applications

prometheus-fastapi-instrumentator

Instrument your FastAPI with Prometheus metrics.

statshog

A Python client for statsd and telegraf

autodynatrace

autodynatrace, a python library that implements automatic instrumentation using the OneAgent SDK for Python

pyccolo

Declarative instrumentation for Python.

lumigo-tracer

Lumigo's Python Distributed Tracing and Performance Agent for AWS lambda

instana

:snake: Python Distributed Tracing & Metrics Sensor for Instana

caliper-reader

Caliper is an instrumentation and performance profiling library

objection

📱 objection - runtime mobile exploration

pytheus

experimenting with a new prometheus client for python

pyqbdi

A Dynamic Binary Instrumentation framework based on LLVM.

polyaxon-client

Polyaxon Clients & Langange SDKS

lithoxyl

Application instrumentation and logging, with a geological bent.

cutracer

A dynamic binary instrumentation tool for tracing and analyzing CUDA kernel instructions.

signalfx-tracing

OpenTracing-compatible Auto-Instrumentor for Python

genai-otel-instrument

GenAI OpenTelemetry Auto-Instrumentation Library A comprehensive wrapper for automatic instrumentation of LLM/GenAI applications Supports all major LLM providers and MCP (Model Context Protocol) tool calls

yaqd-core

Repository for yaq core python packages.

sflkit

A workbench for statistical fault localization.

opentelemetry-instrumentation-eventiq

Opentelemetry instrumentation for eventiq

opentelemetry-instrumentation-django-stomp

Opentelemetry instrumentor for django-stomp package

yaqc

Repository for yaq core python packages.

omniwrap

One call, and you see everything that's happening in your Python code

blight

A framework for instrumenting build tools

omniray

One call, and you see everything that's happening in your Python code