AI Coding from GitHub Copilot Allowed Breach of Snowflake's Jira
Security firm Wiz reveals how an automated code fix from GitHub Copilot opened the door to an attack on Snowflake's Jira environment. The discovery highlights the security risks of AI agents within automated CI/CD workflows.

What happened?
Security firm Wiz has revealed a vulnerability where GitHub Copilot's automated code correction function ("Autofix") introduced a security flaw into a CI/CD workflow. The vulnerability allowed outsiders to manipulate an AI agent (referred to as Red Agent) and subsequently gain unauthorised access to Snowflake's Jira system. The incident demonstrates how generative AI in automated development chains can introduce new attack vectors against infrastructure.
Key facts
| Säkerhetsföretag som upptäckte bristen | Wiz |
|---|---|
| Målsystem för sårbarheten | Snowflake Jira |
| Involverat AI-verktyg | GitHub Copilot (Autofix) |
Why it matters
The incident highlights the risks associated with autonomous AI functions that automatically generate or correct source code within automated build pipelines. When code is generated and executed automatically without sufficient human-in-the-loop oversight, it creates new attack surfaces where attackers can exploit prompt injection or poorly constructed code suggestions to compromise internal systems.
Who is affected?
The vulnerability affects development teams and IT security officers who use automated AI agents and GitHub Copilot Autofix in their CI/CD pipelines. Even companies that rely on cloud data services like Snowflake are indirectly affected by the insight into how supply chains can be compromised.
Impact on the EU
A vulnerability pattern in AI coding tools affects global companies in the EU as much as in the US, as GitHub Copilot and its security features are used across Europe. EU-based organisations must review their automated CI/CD workflows to comply with stricter data security requirements under GDPR and the upcoming Cyber Resilience Act.
What else you should know
Wiz discovered the vulnerability as part of its security research into autonomous AI agents and coding tools. The vulnerability has now been resolved by Snowflake and GitHub following responsible disclosure.
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