Within the next 12 months, we expect to see the emergence of AI-driven 'immune systems' for the software supply chain. These systems will use autonomous agents to continuously audit dependencies, automatically patch vulnerabilities, and roll back compromised updates in real-time, countering the speed of threats like IronWorm.