AI agents have started doing real work inside companies: writing code, moving data, and deploying changes, often on their own. That is powerful, and a little scary. What happens when an agent makes a costly mistake at machine speed? As reported by The Fast Mode, a company called Rubrik has built what works like an undo button for autonomous AI. Here is what that means, explained simply.
| Quick Answer Rubrik launched Rubrik Agent Cloud, a system that lets companies safely use AI agents that write and deploy code. It gives them three things: visibility into what agents are doing, control over what they are allowed to do, and the ability to rewind or undo an agent’s actions when something goes wrong. Consulting giant Cognizant is among the first to put it to work for enterprise clients. |
The Problem: Powerful Agents, No Safety Net
AI agents are no longer just chatbots. The newest ones can write software, push it live, and change real systems with limited human oversight. Companies love the speed, but it creates a brand new worry.
Most security tools assume a human is always in the loop. When an agent acts on its own, things can go wrong fast: a bad code change, a deleted file, even a fresh security hole at machine speed. The risk can spread before anyone notices.
| Why It Matters This is the central tension of the AI-agent era. The same autonomy that makes agents useful also makes them risky. To use them in serious, regulated work, companies need a way to let agents act without losing control. |
The Fix: See It, Govern It, Undo It
Rubrik’s approach boils down to a simple, reassuring idea. Let agents do their work, but record every action, keep them inside clear rules, and be able to reverse anything that goes wrong. It rests on three pillars.
- See exactly what every agent can access and what it is doing, in one place.
- Set rules for what agents are allowed to do, and get flagged when one steps outside the lines.
- Undo an agent’s unintended actions and restore a known-good state, even rolling back code.
It is the same governance challenge we explored in how AI agents tackle big codebases, but viewed from the safety side: not just getting agents to work, but keeping them in check.
What Rubrik Agent Cloud Actually Does
The system bundles several capabilities. Here is each one in plain terms.
| Capability | What It Means |
| Governance engine | Watches agents in real time and enforces rules based on what they are trying to do |
| Agent inventory | A full view of every agent, its access, and any policy violations |
| Agent rewind | Instantly reverses an agent’s unintended actions |
| Codebase resilience | Keeps secure, separate snapshots of code so it can be restored after a bad change |
| Config recovery | Backs up and restores the settings that control how agents behave |
The Standout Feature: An Undo Button for Code
The headline capability is the rewind. Say an agent, or an attacker hijacking one, does something destructive. It overwrites a project’s history or deletes every version of a file. Normal tools often cannot fix that.
Rubrik keeps continuous, locked snapshots of code, stored separately and out of reach of compromised accounts. When disaster strikes, a company can restore a known-good version with one click. That even covers recovery from ransomware that targets code. It is a safety net for the moments version control cannot save you.
| The Cool Part Think of it like an undo button that works even after the file has been shredded. Because the backups live outside the system the agent can touch, you can rewind to safety even if the original was completely destroyed. |
Why It Also Protects the Agent’s Brain
One clever part guards the agent’s own configuration: the system prompts, permissions, and key settings that decide how it behaves. Tamper with those, and an agent can go rogue without anyone changing a line of its code.
Rubrik continuously watches that configuration for unauthorized changes. It can flag and reverse them before they spread. In short, it protects not just what the agent does, but the rules that govern who the agent is.
Where Cognizant Comes In
A tool is only useful if companies can actually deploy it, and that is where the consulting firm Cognizant enters. As Cognizant announced, it is among the first to build Rubrik Agent Cloud into how it delivers AI for clients, acting as a governance layer inside its platforms.
The early focus is on regulated industries: healthcare, life sciences, finance, and insurance. In those fields, every action must be auditable and reversible. The controls follow recognized AI governance standards, so agents can move into production without companies giving up oversight.
| Worth Knowing Rubrik built this first for agents powered by Anthropic’s Claude, including its coding tools, which the company says enterprises are adopting unusually fast. The control layer is designed to back up, monitor, and restore how those agents behave. |
What This Means for the Future of AI at Work
Step back and a bigger pattern appears. The conversation in business AI is shifting from can we build agents to can we trust them in production. Safety, oversight, and the ability to undo are becoming as important as the agents themselves.
That shift matters for everyone, not just big companies. As AI takes on more real-world tasks, the same lessons apply, from enterprise systems down to personal tools, the same way we stress staying alert to AI-era security risks. The winners will be those who pair powerful AI with strong guardrails.
As AI agents start doing real, autonomous work, the biggest question is no longer what they can do, but whether we can keep them in check. Rubrik Agent Cloud answers that with a clear promise: see what agents do, govern what they are allowed to do, and undo what goes wrong. With partners like Cognizant rolling it out in regulated industries, it is a sign that the AI-agent era is growing up. You can read more in the original reports from The Fast Mode and Cognizant.
Frequently Asked Questions
What Is Rubrik Agent Cloud
It is a system that helps companies safely run AI agents that can write and deploy code. It provides visibility, governance, and the ability to undo an agent’s actions when something goes wrong.
What Does Agent Rewind Do
Agent rewind instantly reverses an AI agent’s unintended actions. It can even restore code after destructive changes that normal version control cannot undo. That includes ransomware aimed at code.
Why Do AI Agents Need This
Modern agents act on their own at machine speed, but most security tools assume a human is always involved. Without safeguards, an agent error or hijack can cause damage that spreads fast.
What Is Cognizant’s Role
Cognizant, a global consulting and technology firm, is among the first to deploy Rubrik Agent Cloud for clients. It embeds the tool as a governance layer, with an early focus on regulated industries.
Which AI Agents Does It Support
Rubrik built it first for agents powered by Anthropic’s Claude, including Claude’s coding tools. It can also cover agents from other popular agentic tools.
Does This Affect Everyday Users
Not directly, but it reflects a broader shift toward making AI safe and accountable. The same principles of oversight and reversibility will shape the AI tools everyone uses over time.
