Docker, Terraform and CI in AI-built projects

223 projects in the study deploy themselves with Docker (195), Terraform (27), Kubernetes (24) or CI workflows.

37%

of these run their container as root

7%

have a CI workflow that a pull request title or branch name can hijack

45%

had a high or critical problem anywhere in the project

Infrastructure findings

Share of projects with infrastructure files.

Infrastructure findings
ProblemShare of apps
Container runs as root37%
CI workflow can be hijacked through a pull request title or branch7%
Secret baked into a container image0%
CI runs untrusted pull request code with secrets0%

Why it matters

A container running as root turns any code execution bug into control of the container. A CI workflow that pastes a pull request title into a shell lets an outsider run commands with the repository's secrets. Both are one-line fixes once found.

Data: Redproof's automated checks on public GitHub repositories, November 2026. No repository is named. Method and limits