Cisco integrated Codex to automate defect remediation and accelerate AI Defense development. The partnership focuses on scaling AI-native engineering workflows across the company's infrastructure. This is an incremental enterprise application of existing LLM capabilities. Developers can now automate routine code fixes to reduce manual engineering overhead.