AWS WAF Dynamic Label Interpolation Enables Self-Service Bot False Positive Recovery

AWS WAF's new dynamic label interpolation feature resolves labels at evaluation time, embedding values in headers or response bodies. It allows building a challenge architecture that redirects suspicious clients to a self-service recovery page instead of blocking them. This approach can virtually eliminate false-positive blocking from bot detection.