Alternatives to AgentOps

Open-source observability for LLM agents with tracing and evaluation.

OpenTelemetry-native observability platform with autonomous AI agents for incident investigation and fix PRs.

Open-source observability and evaluation for AI agents

AI agent observability: trace, monitor, and evaluate LLM apps

Open-source LLM observability and prompt management for production AI agents.

Open-source observability, evaluation, and auto-fix for AI agents, plus cost intelligence for coding agent spend.

Open source AI engineering platform for building, debugging, evaluating, and monitoring agents, LLMs, and ML models.

Open-source workspace to build, evaluate, and deploy AI agents

End-to-end evaluation and observability for AI agents

AI observability for shipping quality agents at scale

Automated QA and observability for voice and chat AI agents.

QA and observability platform for voice AI agents.

Zero-config local observability dashboard for OpenClaw AI agents

Full Linux VMs in <50ms for AI agents — persistent, idle-free, pay-per-active-second

Drop-in memory infrastructure for AI agents and apps, with persistent context.

Open-source OpenTelemetry LLM observability for Python devs

Enterprise AI quality platform unifying LLM evaluation, observability, red teaming, and governance in one workspace.

Free open-source framework for evaluating and tracing AI agents with OpenTelemetry

Open-source AI observability tools for self-hosted monitoring

Enterprise control plane for agentic AI observability, guardrails, and governance.

Turn plain English into production-ready Honeycomb queries for faster debugging.

Open-source Python framework to evaluate, test, and monitor LLMs, RAG, agents, and ML models.

Turn offline evals into real-time AI guardrails with observability and eval engineering.

Open-source AI observability and evals for agentic systems.

Open-source AI gateway & LLM observability for production apps

Open-source LLM engineering platform for observability, prompt management, and evaluation.

AI SRE Agent for Kubernetes with eBPF-powered observability and automated fix PRs.

Free, self-hosted OpenTelemetry LLM observability and AI engineering for teams

Agent-native memory infrastructure for production AI agents.

Open-source AI analytics with context management and observability