Topics / #tracing

Tracing projects on GitHub

Distributed tracing for following requests across services.

As of , the most-starred Tracing projects on GitHub are go-zero (33.4K stars), signoz (32.4K stars) and openai-agents-python (30.1K stars). GitHub.Locker tracks 26 Tracing repositories with 380.1K stars combined. The fastest-growing on October 16 was my-claude-code-mods, with +74 stars in a day.

26Projects
380.1KStars in total
+222Stars in a day
Browse in the catalog →github.com/topics/tracing ↗

Hot right now

Most stars gained in a day · Oct 16

+74

my-claude-code-mods

YeonwooSung/my-claude-code-mods · ★ 906

A personal collection of custom 'mods' (plugins) for Claude Code that add things like performance profiling, context-waste analysis, a branching edit timeline with snapshots, repeated-failure detection, pinned memos, a model-effort indicator, and a small terminal game, built by YeonwooSung.

+28

opik

comet-ml/opik · ★ 22.7K

Opik is an open-source platform for debugging, evaluating, and monitoring LLM applications, RAG systems, and agentic workflows, with tracing, automated evaluation, and production dashboards.

+27

openai-agents-python

openai/openai-agents-python · ★ 30.1K

It is the OpenAI Agents SDK: a lightweight yet powerful Python framework for building multi-agent workflows, where an agent is an LLM configured with instructions, tools, guardrails and handoffs.

+25

bifrost

maximhq/bifrost · ★ 8.9K

An open-source, high-performance AI gateway that unifies 23+ LLM providers behind a single OpenAI-compatible API, with automatic failover, load balancing, semantic caching, and budget controls built in.

The all-time top

26 projects · by stars

  1. #1 · zeromicro/go-zero

    go-zero

    go-zero is a cloud-native Go framework for building web and RPC microservices, packed with built-in engineering practices. It has been serving sites with tens of millions of users for years and is listed in the CNCF Landscape.

    33.4K
  2. #2 · SigNoz/signoz

    signoz

    SigNoz is an open-source observability platform built on OpenTelemetry: logs, metrics, traces, alerts, and dashboards in one tool for debugging production apps and monitoring AI agents.

    32.4K
  3. #3 · openai/openai-agents-python

    openai-agents-python

    It is the OpenAI Agents SDK: a lightweight yet powerful Python framework for building multi-agent workflows, where an agent is an LLM configured with instructions, tools, guardrails and handoffs.

    30.1K
  1. 4

    jaeger

    23.3Kjaegertracing/jaeger · Go

    Jaeger is a distributed tracing platform that helps you monitor and troubleshoot requests as they flow through microservices-based systems.

  2. 5

    opik

    22.7Kcomet-ml/opik · Python

    Opik is an open-source platform for debugging, evaluating, and monitoring LLM applications, RAG systems, and agentic workflows, with tracing, automated evaluation, and production dashboards.

  3. 6

    serve

    21.9Kjina-ai/serve · Python

    Jina is an open-source Python framework for building multimodal AI applications on a cloud-native stack — you wrap models into gRPC microservices, chain them into flows, and scale from local to cloud.

  4. 7

    gofr

    20.8Kgofr-dev/gofr · Go

    An opinionated Go framework for building microservices fast — database support and observability (logs, traces, metrics) come built in, so you write service code instead of infrastructure glue.

  5. 8

    cat

    18.9Kdianping/cat · Java

    CAT is an open-source real-time application monitoring platform (APM) written in Java at Meituan-Dianping. It collects performance metrics, health status and alerts from your services and turns them into live reports.

  6. 9

    parlant

    18.3Kemcie-co/parlant · Python

    An open-source interaction control harness for building customer-facing AI agents that behave consistently, compliantly, and traceably — support, sales, onboarding — positioned as an open-source alternative to Ada, Decagon, or Sierra.

  7. 10

    zipkin

    17.5Kopenzipkin/zipkin · Java

    Zipkin is a distributed tracing system. It gathers timing data from your services to help troubleshoot latency problems, offering both collection and lookup of that data.

  8. 11

    PySnooper

    16.6Kcool-RR/PySnooper · Python

    PySnooper is a Python debugging tool that traces a function and logs every line it runs, along with local variables, like set -x in Bash. One decorator replaces a pile of hand-written print statements.

  9. 12

    memray

    15.4Kbloomberg/memray · Python

    Memray is a memory profiler for Python. It tracks memory allocations in Python code, native extension modules and the interpreter itself, then builds reports like flame graphs from the captured data.

  10. 13

    pinpoint

    13.9Kpinpoint-apm/pinpoint · Java

    Pinpoint is an APM (Application Performance Management) tool for large-scale distributed systems, mainly written for Java (with PHP and Python agent support), inspired by Google's Dapper paper.

  11. 14

    gf

    13.3Kgogf/gf · Go

    GoFrame is a development framework for Go: you build your backend projects on top of its modules instead of assembling everything yourself. The README bills it as a way to develop faster, easier and more efficiently.

  12. 15

    encore

    12.5Kencoredev/encore · Go

    Encore is an open-source backend platform: you declare resources like databases, Pub/Sub and caches directly in code, run the whole system locally with real infrastructure, and deploy into your own AWS or GCP account.

  13. 16

    phoenix

    11.9KArize-ai/phoenix · Python

    Arize Phoenix is an open-source AI observability platform for tracing, evaluating, and troubleshooting LLM applications, agents, and RAG pipelines.

  14. 17

    voltagent

    10.8KVoltAgent/voltagent · TypeScript

    VoltAgent is an end-to-end AI agent engineering platform: an open-source TypeScript framework for building agents with memory, tools, RAG, workflows and voice, plus the VoltOps Console for observability and operations.

  15. 18

    perf-tools

    10.5Kbrendangregg/perf-tools · Shell

    A collection of command-line scripts for analyzing Linux performance using ftrace and perf_events (the 'perf' command), created by Brendan Gregg (author of the DTraceToolkit).

  16. 19

    bpftrace

    10.4Kbpftrace/bpftrace · C++

    bpftrace is a high-level tracing language and tool for Linux: it uses eBPF to trace the kernel and user applications with minimal overhead.

  17. 20

    bifrost

    8.9Kmaximhq/bifrost · Go

    An open-source, high-performance AI gateway that unifies 23+ LLM providers behind a single OpenAI-compatible API, with automatic failover, load balancing, semantic caching, and budget controls built in.

  18. 21

    flue

    8.5Kwithastro/flue · TypeScript

    Flue is a TypeScript framework for building autonomous AI agents that get a secure sandbox, sessions, tools, skills, and filesystem access instead of just raw LLM API calls.

  19. 22

    The-Accidental-CTO

    3.9Ksubhashchy/The-Accidental-CTO · TypeScript

    This is 'The Accidental CTO', a story-driven system design handbook by Subhash Choudhary about scaling the Dukaan e-commerce platform from zero to over a million stores without a formal CS degree.

  20. 23

    ai-agents-the-definitive-guide

    2.8KNicolepcx/ai-agents-the-definitive-guide · Jupyter Notebook

    It is the companion code repository for the book 'AI Agents - The Definitive Guide': a set of runnable Jupyter notebooks that walk through every chapter, from basic agent patterns to production deployment and threat modeling.

  21. 24

    my-claude-code-mods

    906YeonwooSung/my-claude-code-mods · TypeScript

    A personal collection of custom 'mods' (plugins) for Claude Code that add things like performance profiling, context-waste analysis, a branching edit timeline with snapshots, repeated-failure detection, pinned memos, a model-effort indicator, and a small terminal game, built by YeonwooSung.

  22. 25

    skate-3-rust-engine

    754SK8-ENGINE/skate-3-rust-engine · Rust

    It's a Rust and Bevy-based skating game engine rebuilt from reverse-engineering research on Skate 3, recreating skating, tricks, grinds, offboard movement and .skate map support, but it ships with no original game assets.

  23. 26

    agento11y

    129grafana/agento11y · Go

    Grafana Agent Observability monitors AI agents — the ones you build and the coding agents you use. This repo holds the open-source SDKs and plugins that send telemetry to it.

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