AI-Powered Repository Security Check with Antigravity Workflow

When teams want to "move fast and break things," security is often the first thing they forget. I've seen a lot over 15 years in the industry. My approach is simple: follow the Pareto Principle (80/20). You want 80% of the security results with just 20% of the work. In the AI era, that 20% of work can look like a single command. Here is how we built the Antigravity workflow that checks the whole repository for security issues in several minutes. It does not cost much and does not use up all the AI's context window. Short video demo made on a real repository: The Initial Stack To get a clear picture of a repository's health, one tool is not enough. We use a combination of proven, open-source scanners for the beginning: Gitleaks: To find secrets like API keys and tokens. Semgrep: For SCA and SAST to find bad code patterns and supply chain issues. Checkov: To check IaC security (Docker, Terraform, Kubernetes). OSV-Scanner: For SCA scan. Inspecting their results manually takes a lot of tim