V12 positions itself as a security agent for code that matters, operating as both a command-line tool and a web application. Rather than acting as a one-off scanner, it runs continuous security reviews against connected repositories and keeps a history of every run, so teams can track how risk changes over time.
The core workflow centers on runs and findings. Each run targets a repository at a specific commit, and results arrive in a findings list where severity is ranked. Opening a critical finding shows the vulnerable code, a proof of concept that reproduces the issue, and V12’s proposed fix, which makes triage far more concrete than a bare warning.
Automation is handled through Autopilot, which can trigger scans on every push or on pull requests. A dashboard tracks in-progress and completed runs alongside per-run costs, giving engineering leads a clear view of both coverage and spend. Failed runs are visible too, so gaps in scanning do not go unnoticed.
V12 fits security-conscious engineering teams, platform groups, and maintainers of production services who want vulnerability detection embedded in their normal development flow. It is less suited to throwaway prototypes or teams without repository access to connect.
To get started, connect a repository, run an initial scan, and review the findings by severity before enabling Autopilot. New users can begin with $100 in free credits, which is enough to evaluate results on a real codebase before committing.
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