Cisco is deploying Codex to automate defect remediation and accelerate AI Defense workflows. This integration aims to scale AI-native development across the company's engineering teams. The move is an incremental step in enterprise software automation. It provides developers with immediate code generation capabilities to reduce manual debugging cycles.