Agent Product Design System
Self-driving infrastructure

Self-driving infrastructure

11/21/2025

What this post added

This post introduces the concept of 'self-driving infrastructure' where AI agents autonomously manage production operations, improve application code using real-world insights, and learn from production behavior. It builds upon framework-defined infrastructure and the Vercel AI Cloud, with Vercel Agent as the first step towards fully autonomous cloud operations. Agent investigates anomalies, runs observability queries, performs root-cause analyses, and conducts AI code reviews in isolated sandboxes before deployment. It aims to close the production-to-code feedback loop by generating pull requests based on production data to improve stability, security, and performance.

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