The problem worth exploring.
Small infrastructure teams need useful responses to suspicious activity without giving automation unchecked control.
From concept to architecture.
The repository combines a Python security engine with a Next.js cockpit. Detection, approval, containment, and rollback form an explicit response workflow.
- Python engine and response modules
- Next.js security cockpit
- Human approval workflow
- Temporary containment design
- Repository includes tests
What the evidence says.
Verified against public README and source tree. Repository presence does not establish deployment, effectiveness, or passing tests. Individual contributions have not been independently verified.
Room to go further.
Run the repository test suite in an isolated environment and validate rollback behavior before production use.