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enhancementNew feature or requestNew feature or request
Description
Problem
Current LangChain/CrewAI/AutoGen adapters wrap agents at the function level. They do not hook into framework-internal tool dispatch, memory writes, or sub-agent spawning. An agent using native tool calling can bypass the wrapper.
Proposed Solution
Framework-specific deep integrations:
- Hook into tool execution registries (not just function wrappers)
- Intercept memory write APIs
- Intercept sub-agent spawn calls at framework extension points
- LangGraph: wrap tool nodes in the graph directly
- CrewAI: integrate at the task execution level
- AutoGen: hook into the assistant agent function calling pipeline
Impact
Without deep hooks, security-conscious users may get false confidence from the wrapper-level integration.
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enhancementNew feature or requestNew feature or request