Three languages, one binary: Building a VMware Nutanix inventory with Claude
Two UIs, two CSV shapes, and a spreadsheet I kept rebuilding. Claude helped turn throwaway scripts into one Go binary that inventories VMware and Nutanix in a single run.
DevNet
Cisco DevNet is your hub for building the next generation of intelligent infrastructure with agentic AI. Discover how AI agents can call Cisco APIs, reason over network data, and take action on their own, with hands-on guides to Model Context Protocol (MCP) servers, agent frameworks, and the SDKs that connect them to real Cisco platforms.
Go beyond scripts and playbooks with AI-driven network automation that can detect issues, recommend fixes, and run multi-step workflows across your environment. Learn how to apply shift left security to agentic systems, from guarding AI-generated code to setting guardrails on what autonomous agents are allowed to do. You’ll also find patterns, sample code, and best practices for enterprise application development where AI agents work alongside your teams.
Explore the latest from the Cisco DevNet community below, and join a global network of developers turning AI ideas into working code.
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The receipt, not the demo: Four questions that earn AI agent trust
A good demo proves nothing. Four questions about policy, approvals, and audit logs show whether an AI agent has earned the right to touch production.
Rebuilding PubHub: How AI-assisted development shipped a mandatory rewrite 3.5 months early - Part 1
A security mandate forced a PubHub rewrite. AI-assisted development helped 12 engineers deliver nine months of work in about five and a half. Here is the sequence that worked.
