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[Feature] Deepen framework integrations beyond wrapper-level #73

@imran-siddique

Description

@imran-siddique

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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