agent-tracing

Observability and enforcement for AI agent harnesses. Capture every run and runtime reliability with policy enforcement. 40 built-in policies, a local dashboard, no account required with a generous free cloud plan

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems

Open-source, self-hosted AI gateway for multi-tenant orgs: OpenAI-compatible LLM routing, RAG & vector stores, MCP hub, GPU fleet (MIG slicing), sandboxed coding agents, AI red-teaming & guardrails, and cost optimization — all in one console.

OpenAI Agents Tracing | Open-Source Tracing Dashboard including Costs & Usages

Evaluation of Multi-Agent Systems on Cloud Run with the GenAI Client in Vertex AI SDK

Langfuse observability for DeepSeek Harness (dsh): exports agent sessions as OpenTelemetry trace trees (GenAI semconv) to Langfuse's OTLP endpoint

Local-first agent debugger with replay, failure memory, smart highlights, and drift detection.

Official TypeScript/JavaScript SDK for Cognipeer Console — OpenAI-compatible chat, batch, realtime voice, embeddings, RAG, MCP, agent tracing, and guardrails for multi-tenant AI products.

Claude Code session capture and analysis. Trace tool calls, detect backtracks, analyze decisions, track edit chains, and measure plan drift. Local-first, zero-dependency observability.

Comprehensive agent analytics suite for AI agents built with the Google Agent Development Kit (ADK) , LangChain or other popular frameworks, powered by BigQuery Agent Analytics plugin and Grafana

subs is an agent harness client & server. You can use it locally, remotely or with your team. You can customize everything.

Open Reflection Protocol — Turn agent failures into regression tests, reusable lessons, and measurable improvements. Built on OpenTelemetry.

Local replay debugger for Browser Use failures with screenshots, model I/O, failed-step timelines, and public-safe HTML exports.

Shared context substrate for AI agents. Retrieval that learns what's useful. Runs local or cloud.

Homebrew tap for AgentTap - network-level AI agent observability

AI coding agent observability and causal tracing for Claude Code, Codex CLI, OpenCode, and Python workflows

Capture and analyze Claude Code sessions locally to track every tool call, decision, and reasoning step without external dependencies.

Observability and governance SDK for AI Agents

ai agent trace, Open-source runtime tracing and diagnostics for AI agent execution flows

Drop-in agent observability for LangChain, LangGraph, OpenAI Agents, Claude Agent SDK, and any OpenTelemetry-instrumented agent — ship traces, tool calls, tokens, cost, and latency to Cognipeer Console in two lines of code.