IBM and Red Hat are turning to artificial intelligence to help address a growing accumulation of software flaws and vulnerabilities. As the volume of discovered security issues and bugs continues to expand, both companies are leveraging AI-driven solutions to streamline the detection, analysis, and remediation processes. This technological approach aims to improve efficiency in managing software backlogs, helping development and security teams maintain more secure and reliable systems without relying solely on manual intervention.