How to Let AI Agents Operate Production Infrastructure Safely

Description and use

<p>Yes, it can be safe to let an AI agent change production infrastructure, if the agent works through the same controls you would demand of a new engineer: scoped permissions, short-lived credentials, a tamper-proof audit trail, changes that roll out gradually behind health checks, and a fast rollback. The infrastructure also has to be built so that one bad change cannot take everything down.</p> <p>Most of the major cloud outages we track trace back to a change or a software failure, not hardware. In Control Plane’s <a href="https://controlplane.com/blog/post/cloud-outage-tracker" rel="noope

Problem

<p>Yes, it can be safe to let an AI agent change production infrastructure, if the agent works through the same controls you would demand of a new engineer: scoped permissions, short-lived credentials, a tamper-proof audit trail, changes that roll out gradually behind health checks, and a fast rollback. The infrastructure also has to be built so that one bad change cannot take everything down.</p> <p>Most of the major cloud outages we track trace back to a change or a software failure, not hardware. In Control Plane’s <a href="https://controlplane.com/blog/post/cloud-outage-tracker" rel="noope

Outcome

<p>Yes, it can be safe to let an AI agent change production infrastructure, if the agent works through the same controls you would demand of a new engineer: scoped permissions, short-lived credentials, a tamper-proof audit trail, changes that roll out gradually behind health checks, and a fast rollback. The infrastructure also has to be built so that one bad change cannot take everything down.</p> <p>Most of the major cloud outages we track trace back to a change or a software failure, not hardware. In Control Plane’s <a href="https://controlplane.com/blog/post/cloud-outage-tracker" rel="noope

Evidence

How to Let AI Agents Operate Production Infrastructure Safely

Source