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Design an API gateway and WAF integration with explicit control ownership, trusted client context, bypass prevention, and tested failure behavior.

Design gateway audit evidence that identifies actors, actions, resources, and outcomes while protecting sensitive log data.

Reduce abusive automation with identity-aware quotas, behavioral signals, graduated responses, and tested ownership across gateway and application layers.

Deploy client-to-gateway mTLS with explicit trust anchors, safe identity mapping, certificate rotation, and tested failure behavior.

Design gateway authorization with explicit policy inputs, external decisions, fail-closed behavior, and application-owned object checks.

Choose local or shared Redis rate-limit counters by balancing fleet-wide accuracy, latency, dependency risk, and failure behavior.

Build dependable API gateway IP policies by establishing a trusted client address, choosing the right list, and operating changes safely.

Build a repeatable API gateway security scanning program across software, configuration, control-plane exposure, and API behavior.

Use API gateway validation and WAF controls without mistaking them for application-level fixes for SQL injection or cross-site scripting.

Place API gateway controls in a layered DDoS defense with upstream mitigation, origin protection, resource limits, observability, and response drills.