Goodfire says its new ‘inside-out’ monitors catch rogue AI agents at a fraction of the cost

techcrunch.comAditya Mehta

Goodfire launched monitoring tools that observe AI agents from inside their operations rather than reviewing outputs, reducing oversight costs by analyzing internal model states and flagging suspicious behavior for review.

Why it mattersFor teams running autonomous AI agents, this approach could significantly lower the cost of safety monitoring—a key requirement for deploying agents in production environments.
From the source: Goodfire just launched what it says is a cheaper way to keep AI agents in check: Instead of paying a second AI to read everything an agent does, its monitors peek inside the model while it works and only call in backup when something looks fishy.
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