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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 Ca...

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# Create Custom LiteLLM Callback Handler Maintained by AgentOps ## Overview Currently, AgentOps integrates with LiteLLM using LiteLLM's built-in "agentops" callback via `litellm.success_callback = ["agentops"]`. While this provides basic integration,...

enhancement

## Problem There may be remaining references to deprecated session terminology throughout the documentation that need to be updated. ## Files to Audit - All documentation files in docs/ directory...

## Problem Users find the transition from the simple 2-line setup to more customized logging confusing, as mentioned in feedback. ## Files to Update - docs/v2/quickstart.mdx - docs/v2/introduction.mdx ## Changes...

## Problem Users are experiencing duplicate traces when using ADK + LiteLLM integration, causing confusion about proper setup. ## Files to Update - docs/v2/examples/google_adk.mdx - docs/v2/integrations/google_adk.mdx ## Changes Needed -...

## Problem The documentation lacks clear guidance on how to handle multi-turn user interactions (multiple requests + responses) within a single trace, as mentioned in user feedback. ## Files to...

## Problem The v2 documentation still contains references to the deprecated @session decorator, which should be replaced with @trace. ## Files to Update - docs/v2/concepts/decorators.mdx - docs/v2/concepts/spans.mdx - docs/v2/usage/tracking-agents.mdx ##...

# Feature Request: Upload Python Script Files to AgentOps Dashboard ## Summary Implement functionality to automatically upload Python script files being executed to the AgentOps dashboard/background, similar to the existing...

### Contact Details reply with this message ### 📦 Package Version agentops==0.4.17 ### 🎞️ Framework Version crewai==0.130.0 crewai-tools==0.40.1 ### 🔎 Describe the Bug Just followed your [documentation](https://docs.agentops.ai/v2/integrations/crewai) and just added...

bug

extending what was done for the event

### 💡 Feature Description Add Comprehensive Unit Test Coverage for Decorators to ensure proper functionality. ### Development This issue is being worked on in branch: `cursor/improve-agno-tool-integrations-py-output-d88d`