Dual-track incremental scanning

Named by 2 kept items in this workspace.

The items that name it 2

SecReason: Vulnerability Detection and In-Stream Self-Repair for LLM Code Generation
paper2026-10-10It is written here as Dual-track incremental scanning: applying security rules to each statement as it is emitted and tracing dataflows across the accumulated code.
SecReason: Vulnerability Detection and In-Stream Self-Repair for LLM Code Generation
paper2026-10-10It is written here as Dual-track incremental scanning: applies security rules, checking each statement as it is emitted and tracing dataflows across the accumulated code.

All techniques in this workspace.