The Checkmarx/Jenkins incident highlights the urgent need for 'AI-for-Security' to counter 'AI-augmented' supply chain attacks. While attackers use LLMs to generate realistic-looking rogue plugins and phishing lures, defenders like Anthropic and Google are deploying specialized models to perform real-time static and dynamic analysis of marketplace submissions. The Cyber Tribune predicts that by 2027, manual vetting of software marketplaces will be entirely replaced by autonomous AI 'gatekeepers' capable of detecting the subtle logic flaws and 'time-bomb' backdoors that human reviewers miss.