Code scanning context: What Priya's rollback taught her about the gap between scanners and agents
A clean scan missed the vulnerability anyway. What happened when a founder's code was evaluated without the context her coding agent already had.
August 23, 2026
security-scanningcode-vulnerabilitiesai-coding-agentsrelease-management