Deepsec

Deepsec is an agent-powered vulnerability scanner that first scans a codebase to understand its architecture, then launches targeted AI reviews against high-risk areas to produce vulnerability reports. What stands out is its hybrid architecture: it combines deterministic matching to identify high-risk files with dedicated subagents that inspect them. By narrowing the model's focus to where it matters most, Deepsec can reduce token consumption and cost compared to similar tools.