Cisco integrated Codex to automate defect remediation and accelerate AI Defense development. The partnership focuses on scaling AI-native engineering workflows within the company's internal systems. This is an incremental enterprise deployment of existing LLM capabilities. Developers now use the model to reduce manual coding overhead and speed up software patches.