ARQ: LLM-based framework auto-refines CodeQL queries for C/C++

Mon, 24 Aug 2026 13:10:29 +0000

Engineer — Learn: Research showing an LLM-driven refinement loop can cut false positives and grow true positive rates by up to ~120% in CodeQL C/C++ queries without labeled datasets — worth tracking if your AppSec pipeline relies on CodeQL, but no action needed on running systems today.
SOC/IR — Skip
Leader — Skip

Codeql on CuraSec