CI/CD Security
Reactive Bug Detection vs. Proactive Security Assurance in Multi-Agent CI/CD Pipelines: Which Strategy Actually Reduces Production Vulnerability Exposure?
Here's a question that keeps enterprise backend architects up at night in 2026: if your multi-agent CI/CD pipeline catches a critical vulnerability, but it catches it after a deployment artifact has already been signed and staged, did your security tooling actually protect you? The uncomfortable answer is: