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Rubrik Expands Project Hourglass to Bring AI-Powered Code Security to Enterprise

 



When Rubrik launched Project Hourglass at its FORWARD 2026 conference in Las Vegas back in June, the initiative set out to answer a question CISOs were already losing sleep over: what happens when an AI agent writing and deploying your code does something catastrophic and nobody can stop it in time?

On Thursday, at its GSI Summit in Goa, India, the cybersecurity firm announced the next step. Rubrik has expanded Project Hourglass to include a new tool called Rubrik Code Guardian, and has welcomed AHEAD, Trace3, and World Wide Technology (WWT) into the alliance, joining the six systems integrators that signed on at launch. The new capability is powered by Anthropic's Claude Mythos 5 and extends the alliance's reach from securing AI agents during execution to proactively identifying vulnerabilities in software code before deployment.


The Problem Driving All of This

Rubrik Zero Labs surveyed more than 1,600 IT and security leaders for its State of the Agent report and found that 86 percent expect AI agents to outpace their security guardrails within a year, while only 23 percent report full visibility into agents operating in their environments. More than 80 percent said agents require more manual oversight than the efficiency they save.

A separate Rubrik and Economist Enterprise study found 88 percent of enterprises experienced an AI agent security breach in 2026. The picture those numbers paint is one of organizations racing to deploy autonomous systems while the controls meant to govern them are still catching up.


What Code Guardian Does

The original Project Hourglass, which launched with Cognizant, Deloitte, LTM, HCLTech, NTT DATA, and Wipro as founding partners, focused on protecting AI agents at runtime through Rubrik Agent Cloud. That platform operates across three layers: Runtime Agent Security for behavioral guardrails and blast-radius control, Agent Rewind for fast repository recovery, and AI Context Guard for prompt integrity and control-plane protection.

Code Guardian shifts the security lens earlier in the development cycle. Rather than running against live production environments, the system tests a cloned, air-gapped copy of customer repositories. Claude Mythos 5 operates inside Rubrik's security harness to evaluate code against sophisticated, multi-step threat scenarios.

Three core capabilities define the product: isolated red-team analysis inside the air-gapped environment; attack chain discovery that reasons across files, services, identity roles, and cloud perimeters to find chained vulnerabilities that conventional static tools miss; and business impact prioritization that filters findings by actual exploitability and business criticality to reduce alert fatigue.

Alok Agrawal, Chief Solutions Officer at Rubrik, put the challenge plainly. "Engineering teams are turning to AI models to accelerate software delivery, but speed cannot compromise security or architectural integrity. By incorporating Rubrik Code Guardian into Project Hourglass, we are ensuring engineering teams are able to conduct red-team analysis, prioritize business impact and reduce risk."


The New Partners

Each of the three incoming partners brings a different angle to the coalition.

AHEAD, which builds enterprise technology architectures for large clients, framed the problem as one of inherited risk. Steven Sorensen, Specialty Solutions Engineer for Cyber Resiliency at AHEAD, said the goal is to get code attacked, tested, and validated in a safe environment before it ships, so teams can move faster knowing Rubrik's recovery capabilities sit underneath them as a safety net.

WWT's Chris Konrad, Vice President of Global Cyber, pointed to the company's Advanced Technology Center, where isolated threat testing has long been part of how it validates security solutions before recommending them. He said Code Guardian integrates naturally with that process.

Trace3 brought a perspective the others did not: its own teams have been running Rubrik Agent Cloud internally to protect their own agentic AI work before recommending it to clients. Sandy Salty, Chief Marketing Officer at Trace3, said that experience as both a user and a partner gives the firm a clearer view of what actually makes agentic environments more resilient at scale.


Where Things Stand

Rubrik Code Guardian is currently in private preview and accepting select design partners. It is not yet generally available and may change or be discontinued. Rubrik Agent Cloud, the original platform at the center of Project Hourglass, remains available to enterprise clients.

Dev Rishi, GM of AI at Rubrik, has previously described the core problem in stark terms: with AI agents, there is the potential for ten times the damage in one-tenth the time. That framing captures why the urgency behind Project Hourglass is unlikely to ease. As the volume of AI-generated code increases across enterprise environments, the window between a vulnerability being introduced and it being found by someone with bad intentions keeps getting smaller.



Security Update from Rubrik as Authentication Keys Are Reissued

 


In a recent report, Rubrik revealed that, last month, an unauthorized security incident compromised one of its log file servers. Rubrik has taken immediate and proactive steps to mitigate potential risks in response to this breach. As part of its remediation efforts, Rubrik has begun rotating all exposed authentication keys, which are designed to prevent potential malicious actors from exploiting these keys. 

A precautionary measure is taken by the company as a precaution to safeguard its systems and make sure that unauthorized entities cannot use the compromised credentials to gain access to the systems. As a part of its efforts to enhance its resilience against future threats, the company is actively assessing its security posture in an attempt to maintain the highest cybersecurity standards. 

This corrective action will reinforce Rubrik's commitment to protecting its infrastructure and safeguarding the integrity of its data security framework by enabling it to implement these corrective actions swiftly. 

Rubrik’s Growth, Financial Success, and Security Measures 


The company was founded in 2014 as a backup and recovery provider but has since grown into a leading security and data protection company. In the fourth quarter of Rubrik's fiscal year, ending October 31, 2024, the company raised $725 million from its initial public offering. In this quarter, Rubrik reported revenues of $236.2 million, which indicated strong market growth, which was a key indicator of Rubrik's growth. 

A security breach in Rubrik occurred in 2023 when a zero-day vulnerability (CVE-2023-0669) in Fortra's GoAnywhere MFT software gave threat actors access to Rubrik's non-production testing environment, allowing them to access Rubrik's non-production IT testing environment. While the Cl0p ransomware group has taken responsibility for this, Rubrik continues to strengthen its cybersecurity framework, which ensures that customer data is protected and that threats are mitigated at an early stage, resulting in an ongoing cybersecurity framework. 

With the launch of advanced innovations, Rubrik has made a major contribution to strengthening the cyber resilience of cloud-based, SaaS, and on-premises environments. Continuing its commitment to strengthening cyber resilience, Rubrik (NYSE: RBRK) has unveiled a series of groundbreaking innovations designed to enhance data security across several cloud, software-as-a-service (SaaS), and on-premises infrastructures. 

In addition to these enhancements, there are enhancements specifically designed to empower organizations with higher levels of capability in anticipating security breaches, identifying emerging threats, and enacting rapid, efficient recovery, regardless of where the data is located. 

As part of Rubrik's annual Cyber Resilience Summit on March 5, this company will unveil its advanced data protection solutions that are set for release during the event. This will be the first time industry leaders and cybersecurity professionals will be able to gain insight into the company's latest advances in data protection technology. 

Rubrik’s Global Presence and Industry Impact 


In the field of cybersecurity, Rubrik is a world-class company that offers backup, recovery, and data protection services. The company has established itself as a trusted partner for businesses throughout the world thanks to its strong team of more than 3,000 people. With more than 22 global offices, the organization provides cutting-edge solutions to a variety of businesses. 

With over 6,000 clients, Rubrik serves a diverse array of companies and institutions across the globe, including leading global corporations such as AMD, Adobe, PepsiCo, Home Depot, Allstate, Sephora, GSK, Honda, Harvard University, and TrelliX, among others. In an increasingly digital landscape, Rubrik is constantly innovating and expanding its security capabilities, which strengthens the company's mission of providing robust, scalable, and intelligent cybersecurity solutions. 

Rubrik Investigates Security Incident Involving Log Server Compromise 


Earlier this week, Rubrik published a security alert detailing the discovery of unusual activity on a server that stored log files. According to Rubrik's Information Security Team, the incident was first identified by cybersecurity expert Kevin Beaumont, who first reported the findings to Rubrik. As soon as the team at Rubrik detected abnormal behavior on the affected server, it immediately took it offline to eliminate any potential risks that could have occurred. 

The investigation conducted by an independent forensic cybersecurity firm, in collaboration with a forensic investigator, has revealed that the event was limited to this single server. A company spokesperson confirmed that no evidence of unauthorized access to customer data or internal code by anyone was found.

Precautionary Measures and Security Enhancements 


While Rubrik admits that the breach was confined to its log server, some log files contained access information even though Rubrik's log server was the only point of vulnerability. The company appears to be taking proactive steps to protect its system against unauthorized access, such as rotating authentication keys. However, it remains unclear how the server was compromised and what information about access has been revealed. 

Cybersecurity Dive received a further reply from Rubrik, and the company responded that, at this time, there is no indication that the information exposed has been exploited. Furthermore, it has been discovered that no signs of threat actors gaining access to Rubrik's internal development environment or customer data have been identified during the ongoing investigation.

Past Security Incidents


Several years ago, Rubrik was one of the organizations affected by the Fortra GoAnywhere vulnerability in 2023, a large-scale data breach orchestrated by the Clop ransomware group. This is not the first time Rubrik has been the target of a security event. Fortra's managed file transfer software was exposed to a zero-day vulnerability during that attack, which resulted in data theft by multiple enterprises, including Rubrik, due to a zero-day vulnerability. 

While these incidents have occurred, the company continues to implement robust security measures to ensure its cyber resilience as well as ensure that its infrastructure is protected against evolving threats in the future. 

Rubrik Unveils Advanced Data Protection and Security Enhancements 


With a range of cutting-edge innovations, Rubrik offers unmatched security, resilience, and cyber threat mitigation capabilities for the protection of critical data: 

Cloud Posture Risk Management (CPR) is an automated service for discovering, inventorying, and protecting cloud data assets based on their cloud standards. 

Cloud Protection for Oracle: Enhances Rubrik Security Cloud (RSC) capability to help safeguard the Oracle Cloud Infrastructure (OCI) databases and the Oracle Cloud VMware Solution (OCVS) databases. 

The PostgreSQL Data Protection solution helps to protect data in one of the most widely used open-source databases through robust backup security. 

The Red Hat OpenShift Back Up service provides immutable, automated backups for environments running on the Kubernetes container engine. 

A great way to back up CI/CD environments with Azure DevOps and GitHub Backup is to use Resilient Backup & GitHub Backup. 

RCV (Rubrik Cloud Vault) for Amazon Web Services: Provides air-gapped, encrypted, as well as policy-driven preservation of files. 

Data protection is strengthened by Microsoft Dynamics 365 Security - protecting data both within the organization and from customers. 

Using Salesforce Sandbox Seeding ensures that data migration from live application environments to sandboxes is efficient and error-free. 

Recovering the identity of an individual is quick, easy and malware-free thanks to Active Directory Recovery (AD) and Entra ID recovery. 

An advanced security solution for Azure & AWS that combines anomaly detection, data classification, and threat monitoring for the most specific threats.

'Turbo Threat Hunting': Delivers a rapid malware free recovery, scanning 75,000 backup files in just 60 seconds to ensure data remains safe. 
Introducing Microsoft 365 Enterprise Edition, which offers Sensitive Data Discovery, Prioritized Recovery, and Threat Intelligence tools. 

These enhancements further reinforce Rubrik's commitment to supporting proactive cyber resilience by providing secure data protection. Rubrik's proactive responses to security incidents and ongoing research in data protection also reinforce this commitment. 

A company's ability to quickly address vulnerabilities and introduce advanced security solutions sets new standards for threat detection, rapid recovery, and intelligent data protection. As cyber threats continue to evolve, organizations must prioritize strong security strategies using cutting-edge technology such as Turbo Threat Hunting and Identity Recovery to ensure their customers are protected from threats. 

It is Rubrik's steadfast commitment to safeguarding enterprise data that enables businesses to navigate digital challenges with a degree of confidence, agility, and resilience that sets it apart.

The Tech Landscape: Rubrik, TikTok, and Early-Stage Startups


The idea that the public markets are not as exclusive to tech firms as some believed was reinforced by Rubrik's aggressive IPO pricing and the positive response it received from the public markets following its listing. If Rubrik's outcome is insufficient to end the deadlock, perhaps there is another issue at hand.

1. Rubrik’s IPO Triumph

Rubrik, a data management company, recently made waves by going public through an initial public offering (IPO). The reception was nothing short of remarkable, signaling a shift in sentiment toward tech startups. For years, the public markets seemed somewhat closed to these fledgling companies, but Rubrik’s success challenges that notion.

The IPO process is a litmus test for any company. It involves transparency, financial scrutiny, and investor confidence. Rubrik’s strong pricing and positive market response indicate that investors are willing to embrace tech startups, provided they demonstrate robust fundamentals and growth potential.

As Rubrik’s stock ticker symbol blinks across trading screens, it serves as a beacon for other startups eyeing the public markets. The message is clear: If you have a compelling product, a solid business model, and a vision for the future, the IPO route is viable.

2. TikTok’s Regulatory Quandary

TikTok, the viral short-form video platform, has been on a rollercoaster ride. Loved by millions for its entertaining content, it also faces regulatory hurdles. The United States government has demanded that TikTok divest from its parent company or face a ban. This move underscores the geopolitical complexities surrounding tech companies.

Why the scrutiny? TikTok’s Chinese ownership raises concerns about data privacy, national security, and censorship. As the app continues to captivate users globally, governments grapple with how to balance innovation and security. The TikTok saga serves as a cautionary tale for tech companies operating in a globalized world.

For startups, understanding regulatory landscapes is crucial. Navigating legal frameworks, data protection laws, and geopolitical tensions requires strategic foresight. TikTok’s experience highlights the need for transparency, compliance, and proactive engagement with regulators.

3. TechCrunch Early Stage Event

Tech Crunch hosted its annual Early Stage event. This gathering brought together startups, investors, and industry experts. The event’s focus? Empowering early-stage companies to thrive.

In Boston, where the event took place, entrepreneurs pitched their ideas, networked, and absorbed insights from seasoned veterans. The buzz around early-stage startups was palpable. Investors scouted for promising ventures, and founders honed their pitches.

Why does this matter? Early-stage support is the lifeblood of innovation. Startups need mentorship, capital, and exposure to flourish.