[7777777phil]

I have been building Research automation with LangGraph for the past 2 months. We always put a human in the loop checkpoint after each critical step, might be annoying now but I think it will save us long-term.

[Gioppix]

how have you implemented that?

[7777777phil]

Check LangGraph HIL Doc: https://docs.langchain.com/oss/python/langchain/human-in-the...

the implementation we are building is open source: https://github.com/giatenica/gia-agentic-short-v2