# Tradeoffs

- Does not replace development teams' core testing frameworks
- Does not serve as a general-purpose QA management system
- Does not perform security, performance, or load testing
- Does not act as a manual testing or QA outsourcing solution
- Does not define buyer pain, triggers, or value claims
- Less suitable for static or infrequently updated applications
- Less suitable for teams without CI/CD practices in place
- Less suitable for environments where validation is intentionally manual or episodic