
Tech
Agent security has two failure modes: miss the attack, or break the work.
A guardrail that blocks everything is safe.
It is also useless.
So we benchmarked both sides of AI agent security:
Can you stop dangerous tool calls without breaking legitimate work?
We ran:
1,652 harmful tool calls across 15 attack families.
24,911 benign tool calls from real agent sessions and public repositories.
Against SolonGate, Claude Code permissions, Invariant, llm-guard, and the allowlists / denylists teams usually build themselves.
The result for SolonGate:
73.7% of harmf...
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