Depthfirst Uses Agents to Crack Dependency Reachability, Beating Traditional Systems

andreamichi · x · 2026-09-24

Security startup Depthfirst details how it uses agents to solve dependency reachability at scale. Modern apps pull thousands of transitive packages — and AI agents are accelerating dependency churn — but most scanner alerts don't matter unless your code can actually reach the vulnerable function. Depthfirst's agents trace execution paths through startup commands, frameworks, and transitive dependencies like a team of security researchers; the first-principles approach reportedly greatly outperforms traditional systems on both recall and precision.

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