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Anonymous Lucky Panda Global

90% of devs still review or validate AI output. 79% require human approval before production. the cost is the top barrier to broader agent use at 30%, ahead of integration at 20% and governance at 20%. we are not short of oversight. we are short of budget

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  • Anonymous Lucky Panda
    four out of five are under some usage limit. a lot of people are using a tool with a meter on it and feeling strange about that
  • Anonymous Lucky Panda
    90% still review AI output. 79% require approval for production. cost is the top barrier at 30%. we are not short of oversight. we are short of budget
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