Next-generation AI Agent Optimization Platform: Cozeloop addresses challenges in AI agent development by providing full-lifecycle management capabilities from development, debugging, and evaluation to monitoring.

AI observability platform for production LLM and agent systems.

Latitude is the open-source ai monitoring platform.

Agent Skills as a Memory Layer

Laminar - open-source observability platform purpose-built for AI agents. YC S24.

Intercept and inspect Coding Agent API traffic from Claude Code, Codex CLI, Gemini CLI, Cursor CLI, OpenCode, Kimi/Kimi Code, Pi, and Hermes in a local trace viewer.

TraceRoot - open-source observability and self-healing layer for AI agents. YC S25

Open-source observability dashboard for OpenClaw daemons — cost analyti cs, live monitor ing, and de bugging tools, all running on your own machine.

Stop AI agents from doing things you didn't ask for.

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.

Read-only observability plugin for Hermes Agent: journeys, crossings, guideposts, and reports.

An open-source LLM router that optimize your agent for cost and performance — with every run.

Local execution trees for TypeScript AI agents. agent-inspect helps you understand what happened inside an AI agent run — locally. It turns manual steps, tool calls, LLM calls, structured logs, failures, durations, and run metadata into readable execution trees you can inspect from the terminal. It is built for TypeScript/Node.js developers..

Local-first observability your agent reads back. TMA1 records every LLM call, then routes what it sees into the agent's next turn via hooks and MCP.

Official Monte Carlo toolkit for AI coding agents. Skills and plugins that bring data and agent observability — monitoring, triaging, troubleshooting, health checks — into Claude Code, Cursor, and more.

Observability for AI agents. See what your agent did, why it cost that much, and what to fix.

Real-time monitoring of production AI agents. No raw content transmitted.

Agent observability and guardrails for OpenClaw — risk scoring, audit trails, dashboard.

Make your OpenClaw agents better, cheaper, and faster.

The open-source MultiAgentOps evaluation and verification harness for any industry business workflow.