In May 2026, AWS WAF introduced a feature called dynamic label interpolation . Did you catch the announcement? It may look like a small addition at first, but I think it offers an elegant way to address one of the hardest parts of operating bot defenses: dealing with false positives.
Source: [Dev.to](https://dev.to/aws-builders/building-a-false-positive-resilient-challenge-architecture-with-aws-waf-dynamic-label-interpolation-e96)