Wiz Red Agent Finds Its Way Into Snowflake’s Internal Jira Through a Flaw in a GitHub Copilot

Wiz Red Agent Finds Its Way Into Snowflake’s Internal Jira Through a Flaw in a GitHub Copilot–Assisted PR Wiz Red Agent independently discovered and exploited a GitHub Actions injection missed by GitHub’s Advanced Security, validated access to sensitive data in Snowflake’s internal Jira, and assessed the blast radius—all without human intervention, five days after the flaw became live. As part of ongoing security research conducted through Snowflake’s HackerOne vulnerability disclosure program, Wiz Research’s "Red Agent"—an autonomous, AI-powered security research tool—identified a critical GitHub Actions workflow vulnerability in one of Snowflake’s public repositories. This incident highlights a new reality in software development: Critical vulnerabilities can still be introduced and approved within workflows involving AI coding agents and can still pass established automated security checks, while autonomous AI security agents can rapidly discover and exploit them in the wild. Upon responsible disclosure on June 23, 2026 by Wiz, Snowflake remediated the vulnerability on the same day, rotated the affected credential, and verified via detailed audit logs that Wiz was the sole actor during the exposure window. Wiz confirmed that all data accessed during proof-of-concept testing was securely deleted. August 17, 2026, 1957 UTC update: This blog has been updated to clarify that Copilot was a co-author that checked the merged PR and code change, and identified it as all-clear without noticing the critical vulnerabilities. It's unclear whether the code-change was AI-assisted. Executive Summary Wiz Red Agent identified a script injection vulnerability in snowflakedb/snowflake-connector-net. The issue allowed an unauthenticated user to execute arbitrary commands within a GitHub Actions runner by opening a GitHub issue with a specially crafted title. Crucially, the vulnerability became live on June 18, 2026 - just five days before its discovery - when PR #1218 was merged. GitHub Advanced Security scan analyzed the final PR revision, including the vulnerable workflow, but did not flag the critical injection. Exposure Walk-Through Discovery Wiz Red Agent's CI/CD capability scanned Snowflake's GitHub organization and flagged the jira_issue.yml Workflow in snowflakedb/snowflake-connector-net as vulnerable to script injection via untrusted input in run: blocks. The workflow triggered on issues: opened - meaning any GitHub user could fire it by opening an issue - and interpolated the attacker-controlled issue title directly into a shell script: run: | TITLE=$(echo '${{ github.event.issue.title }}' | sed 's/"/\\"/g' | sed "s/'/\\\'/g") The sed escaping runs after GitHub's template expansion, a single quote in the title breaks out of echo '...' and allows arbitrary command execution. The injectable pattern was added to jira_issue.yml in commit 094038e and became live when PR #1218 was squash-merged as commit 4a1b8ce (PR #1218: “SNOW-2069227: Update jira workflows”). Copilot Autofix’s documented contribution was a separate fix to jira_close.yml within the same PR. GitHub Advanced Security’s scan explicitly extracted the vulnerable jira_issue.yml workflow but did not flag the injection. The merged PR removed the repository’s existing safe env: and jq pattern and replaced it with direct ${{ github.event.issue.title }} interpolation, creating the injection vector. The Open “Security Gate” The workflow had an if: condition that appeared protective: However, on issues events, github.event.pull_request is always null. So the condition reduces to (null != 'whitesource-for-github-com[bot]'). This is always true, and every GitHub user passes the gate. Exploitation We crafted an issue title that, after template expansion, breaks out of the echo string and exfiltrates the Jira credentials via an out-of-band callback: Crucially, when Red Agent’s cicd capability initially attempted exfiltration using a standard comment character (#), the runner returned a bash syntax error because the comment consumed the closing parenthetical of TITLE=$(...). Rather than stopping or failing, Red Agent: autonomously analyzed the syntax execution error adjusted its payload to use ; echo ' to properly close the shell block, and Within seconds, our listener received the callback from a GitHub Actions runner (Azure IP 20.106.182.197) containing base64-encoded credentials. Note: Our first attempt used # to comment out the rest of the line, which caused an unexpected EOF bash error because it also ate the closing ) of TITLE=$(...). The fix was using ; echo ' to properly close the shell syntax. The exfiltrated token authenticated as qa@snowflake.net to snowflakecomputing.atlassian.net, granting read access across Snowflake's engineering, security compliance, and bug bounty tracking projects. Remediation & Forensics Same-Day Patching: Snowflake patched the workflow on June 23, 2026 (1dc7766, PR #1402), fully restoring the safe env: variable and jq --arg parsing pattern. Credential Revocation: The JIRA token in question was revoked and rotated. Forensic Verification: Comprehensive audit log analysis confirmed that no external third parties accessed the endpoint during the 5-day exposure window. All anomalous queries were strictly matched to Wiz's testing IPs. Key Takeaways AI Code Generation Demands Rigorous Oversight: AI coding tools predict code based on probabilistic patterns, which can inadvertently reintroduce deprecated or insecure shell patterns. AI-generated PRs must undergo the same static analysis and security scrutiny as human code. Collapsing Discovery Windows: The vulnerability was live for only five days before an automated agent discovered and validated it. Security operations must adapt to a landscape where automated discovery occurs in hours, requiring rapid patch cycles and short-lived credentials. Preventing CI/CD Security Regressions: Security intent can be lost when safer code patterns are not explicitly enforced. In this incident, the merged PR removed a safe env: + jq parsing pattern and replaced it with direct string interpolation, while the existing security solution failed to flag the resulting injection that led to the exposure. Disclosure Timeline June 18, 2026 - The vulnerability became live when PR #1218 was merged. June 23, 2026 - Wiz identified, exploited, and reported vulnerability to Snowflake via HackerOne (report #3819931) June 23, 2026 - Slack notification sent to Snowflake security team June 23, 2026 (same day) - Snowflake patches the vulnerable script-injection workflow (commit 1dc7766, PR #1402), restoring the safe env: + jq --arg pattern. June 24, 2026 - Jira token rotated July 25, 2026 - Public disclosure deadline (30 days after the June 25 resolution, per Snowflake’s disclosure policy) Snowflake’s Response Snowflake appreciates Wiz's responsible reporting of and collaboration around these findings through our vulnerability disclosure and bug bounty program, HackerOne. Wiz Research reported a security vulnerability in one of Snowflake's public GitHub repositories. The disclosure was received on June 23, 2026, and it was immediately investigated and remediated, and our investigation found no evidence of unauthorized access. Protecting our systems remains a top priority, and we remain committed to continually strengthening our software development and security practices. We are working together with Wiz to share these learnings with the broader industry to encourage widespread adoption of these security best practices.