VibeShift

The system utilizes subprocess.run to execute external security tools (Semgrep, Nuclei, ZAP), which is a controlled but inherent risk. Input validation and command quoting (shlex.quote) are used to mitigate injection risks. Playwright's page.evaluate is used to inject JavaScript for DOM manipulation and event listening (e.g., click overrides, UI panel), which is standard practice for browser automation but means injected JS code runs in the browser context. LLM API keys are loaded via environment variables, not hardcoded, which is good practice. The auth_state.json feature saves user credentials to disk, which is a potential local information disclosure risk if the file is not adequately secured, though user-initiated.