Author

Gal Engelberg

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#artificial intelligence Preprint Sep 2026

Coding Agents Aren't Enough! Evaluating an Enterprise Security Brain for Agentic Cloud Investigations

This work evaluates the Sola Security Brain, a security intelligence layer whose relational substrate is resolved offline and whose security logic is evaluated against it at query time, against two coding agents operating the same live AWS environment through a read-only CLI, Claude Code and OpenAI Codex, over 28 inves...

Leon Goldberg, Gal Engelberg, Eden Yavin et al. · 2 citations · ⚡1

Jul 2026

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense

Open Security Benchmark is presented, a framework that benchmarks agentic AI on security posture management work and surfaces a curated enterprise environment that evaluates posture investigation across two modalities: text-to-SQL over a relational snapshot and each vendor's native API over a served instance of the sam...

Gal Engelberg, Michael Arenzon, Leon Goldberg · arXiv.org · 0 citations