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Agents & Orchestration

⚙️AgentOps

ACTIVE STEADY

AgentOps-AI/agentops · homepage ↗

Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI

⭐ Popular: 6k stars, gaining about 18 a week

View on GitHub ↗

repo profile

vintage 2023 3 years old
delivery library
language Python
license MIT

momentum

total stars 6k
stars added last week +18
weekly downloads 58k /wk · PyPI
used by 1k repos & packages
commits / week 0 cooling · -100% vs prior mo
issues closed 16% ~2mo to close, median
contributors 49
release cadence fortnightly
last activity 1mo ago

durability

backing VC-backed AgentOps (YC)
openness permissive

since we covered it

monthly average + 100/mo (+2%/mo) · + 2k total since PR#5

why it's a big deal

  • Gives developers building AI agents a way to see step by step what an agent did, track LLM costs, and replay sessions to debug failures.
  • Helps teams running multi-agent systems on frameworks like CrewAI, LangChain, and the OpenAI Agents SDK monitor behaviour from prototype through production.
  • Is MIT licensed and self-hostable, so the dashboard, API, and backend can be run in-house rather than only as a hosted service.

under the hood

  • Primary SDK is Python, with a TypeScript codebase alongside it, and integration is done through decorators such as session, agent, operation, and task.
  • Setup is two lines, calling init with an API key and end_session, with support for async, generators, and custom attributes.
  • Ships native integrations for OpenAI, Anthropic, Mistral, Cohere, and LiteLLM, plus agent frameworks including CrewAI, AG2, LangChain, LlamaIndex, and Camel AI.

Radar summary, generated from the project's public sources

star history

PR#5 · 4k6k now Aug 2023Aug 2026
  1. PR#5 4k 2025-04-02
  2. now 6k + 2k since first covered

curve is sampled from GitHub's star history, plus our own daily readings since we covered it; the dashed stretch is before we first covered it, the solid line since. figures at coverage are the numbers we printed then (approx.), current count is live.

understory

Better known than its recent output, coasting a little on attention.

-42 understory score output 4 · clout 46
Aug 2025 Jul 2026
  • output, commits & releases
  • clout, star velocity

output = commits & releases; clout = star velocity, both 0 to 100 monthly indices; the gap where output runs above clout is the understory. The understory →

covered in

  • PR#5 2025-04-02 below the radar

    AI Agent Monitoring and Management

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