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MonitoringFreemiumOpen Source
AGENTOPS
Trace, debug, and deploy reliable AI agents
MIT
ABOUT
AI agents are notoriously difficult to debug and monitor in production. Developers lack visibility into agent decision-making, LLM costs spiral out of control, and multi-agent interactions become opaque black boxes that are impossible to audit or troubleshoot.
INSTALL
pip install agentopsINTEGRATION GUIDE
1. Debug agent failures with session replay and time-travel debugging
2. Track and optimize LLM spending across multiple agents and models
3. Monitor multi-agent interactions and detect prompt injection attacks in production
TAGS
observabilityagent-monitoringllm-cost-trackingdebuggingsession-replaymulti-agent