# AgentOps

> Observability SDK for tracing, replaying and debugging AI agent runs across 400+ LLMs and frameworks

Source: https://dontaskagain.com/agentops
Website: https://www.agentops.ai/?utm_source=dontaskagain
Pricing: Freemium
Categories: [Observability](https://dontaskagain.com/categories/observability.md)
Listed: 2026-10-18
Updated: 2026-10-18

AgentOps is a developer platform for tracing, debugging and deploying AI agents and LLM applications. Developers add its Python SDK to an agent, and AgentOps records agent events so runs can be visualized, replayed and analyzed when something goes wrong.

**Key features:**

- Instrument agents with a Python SDK installed via pip install agentops.
- Trace agents built with OpenAI, CrewAI, Autogen and 400+ other LLMs and frameworks.
- Replay sessions step by step to debug failures.
- Log errors and track token usage and cost.
- Detect prompt injection attempts.

The scraped homepage shows only the tagline, install command and signup, so most details come from the brand description, and the page also mentions a company called Agency. Users can start for free; per the brand data, the free tier covers up to 5,000 events, and paid plans add unlimited logs and enterprise security options.

## More observability agents

- [LangSmith](https://dontaskagain.com/langsmith.md): LangChain's platform for tracing, monitoring, evaluating and debugging LLM apps and agents in production
- [Langfuse](https://dontaskagain.com/langfuse.md): Open-source platform for tracing, evaluating and improving LLM apps and agents, with prompt management
- [Arize](https://dontaskagain.com/arize.md): Observability and evaluation platform that traces agents, runs evals at scale and helps debug and fix them
- [Helicone](https://dontaskagain.com/helicone.md): Open-source LLM gateway and observability platform for routing, debugging and analyzing AI app requests
- [Braintrust](https://dontaskagain.com/braintrust.md): Platform for tracing agents in production, running evals and turning real traffic into regression tests
- [Galileo](https://dontaskagain.com/galileo.md): Evaluation and observability platform that turns tuned evals into low-cost runtime guardrails for agents