comet-ml / opik
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
comet-ml / opik
open-telemetry / opentelemetry-python
OpenTelemetry Python API and SDK
nv-tlabs / 3dgrut
Ray tracing and hybrid rasterization of Gaussian particles
future-agi / future-agi
Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing Β· Evals Β· Simulations Β· Datasets Β· Gateway Β· Guardrails. Self-hostable. Apache 2.0.
ipyflow / ipyflow
A reactive Python kernel for Jupyter notebooks.
Arize-ai / openinference
OpenTelemetry Instrumentation for AI Observability
wanxingai / LightAgent
LightAgent: Lightweight Python framework for OpenAI-compatible agents with tools, memory, guardrails, tracing, lifecycle hooks, multi-agent collaboration, and workflows.
jwuthri-cloud / Tracely-ai
Trace-native CI/CD for AI agents: grade production traces, cluster failures, freeze them into replayable regression tests, and block PRs that regress. Self-hostable.
K3D-tools / K3D-jupyter
WebGL 3D plotting for Jupyter: meshes, isosurfaces, volumes, voxels and point clouds from NumPy arrays, with a path-traced cinematic renderer.
optiland / optiland
Comprehensive optical design, optimization, and analysis in Python, including GPU-accelerated and differentiable ray tracing via PyTorch.
LuxCoreRender / BlendLuxCore
Blender Integration for LuxCore
chirpz-ai / pandaprobe
open source agent engineering platform: traces, evals, and metrics to debug and improve your AI agents. Integrates with LangGraph, CrewAI, Claude Agent SDK, and more.
vccimaging / DeepLens
Differentiable optical lens simulator for end-to-end computational imaging.
iipeace / guider
The All-in-One System Profiling and Fault Detection Tool for Linux & Android
DataDog / dd-trace-py
Datadog Python APM Client
radarsimx / radarsimpy
Radar Simulator built with Python and C++
goku-open / goku-image-to-svg-tool
π΅ A Streamlit image-to-vector tool powered by the Vecto engine β upload PNG/JPG and get clean, editable SVG with live side-by-side preview. εΊδΊ Vecto εΌζηεΎη转 SVG ε·₯ε ·:δΈδΌ δ½εΎθͺε¨η’ιε,εε²θ§εΎε―Ήζ―,ε―ΌεΊ SVG/PNGγ
Tencent / wave-mcp
Open-source, license-free MCP server for RTL waveform debug: reads FST waveforms (VCD/FSDB auto-convert) plus a SystemVerilog netlist, with 34 tools covering driver analysis, value/X tracing, pass-fail waveform diff, a browser wave viewer the agent drives, and pre-simulation static analysis.
Soniavasseur / Wallet-Risk-Scanner
Multi-chain crypto wallet risk scanner for AML/KYT screening. Scores addresses 0β100 using sanctions, risky contracts and fund tracing. Integrates 6 intelligence providers with failover, detects scams, hacks, mixers and phishing, supports 15+ chains, batch screening and TXT/JSON/CSV/HTML/PDF reports. Python, cross-platform.
Cygnux-Labs / Tracekit
Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.
using-system / otelyssey
OpenTelemetry plugins for every coding agent, in the Agent Plugins format β a marketplace that runs itself: open an issue, the repository validates, reviews, lists and follows your plugin.
GrahamDumpleton / wrapture
Monkey patch, test, and trace Python by attaching bindings to call sites, without modifying the code being observed. Built on wrapt.
VinvAI / VinvAI
Tools for AI agents to test, fix and optimise your codebase
wechatwecall77-netizen / TraceGlass
A lightweight Windows image tracing overlay with adjustable opacity, zoom, size, position, and click-through mode for drawing over reference images.
datamllab / A2E
β
talhaanwarch / awesome-llmops-platforms
Curated list of open-source LLMOps tools: tracing, evals, AI gateways, guardrails and prompt management. Sorted by stars, refreshed weekly.