Unverified50% confidenceFactExact time
Firedrill's synthetic tools feature a stateful design that maintains state across multiple calls, so content created or modified by an agent is still present the next time it is read.
1
Sources
50%
Confidence
Long-term
Relevance
9/22/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFiredrill is an open-source framework for security testing AI agents that allows agents to run in a controlled environment by generating synthetic versions of tools.70% similarUnverifiedFiredrill supports dynamically adjusting tool permissions to verify how an agent behaves when permissions are restricted.68% similarUnverified创造模式能让Agent检查自身插件，发现缺失时现场生成新插件并挂载60% similarUnverifiedFramework engineering maintains a persistent execution state outside the Agent's context, so that even if the context of a single inference is cleared, the overall task progress is not lost.60% similarUnverifiedAgent Seer proposes that tool specifications themselves already encode sufficient semantic information to synthesize realistic evaluation scenarios without the need for manual curation or actual tool execution.59% similar
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