Turning caching on is a one-line config change. Getting the cache duration and invalidation policy right is the part that actually determines whether it speeds things up or quietly serves stale data. Taliferro breaks down how to get that part right.
Published: 10 Sep 2023 · Updated: 11 Sep 2026
Co-Founder Taliferro
API Gateway caching can meaningfully cut latency, but flipping it on is the easy part — the actual work, and the actual risk, is in how the cache is configured. Get the duration and invalidation rules wrong and caching either barely helps or starts serving data that's flat-out stale. Here's the mechanics, and specifically how to get the configuration right.
API Gateway caching functions by storing responses from your endpoints and serving these cached responses to subsequent requests if the conditions permit. This mechanism alleviates the need to invoke the backend service repetitively, thereby reducing the latency inherent in such processes. Cache policies can be defined based on query strings, HTTP headers, and other request parameters to ensure that the cached response remains pertinent.
API Gateway caching genuinely lowers latency by skipping the backend call entirely for frequently-requested data — under the right conditions, that can be a dramatic reduction. The actual size of that reduction depends heavily on the complexity of the backend call being skipped and how much data is being served, so measuring against your own traffic matters more than any general benchmark.
While API Gateway caching is efficacious, it's not a panacea. Care should be exercised in handling sensitive data, as caching such data could lead to security vulnerabilities. Moreover, a poorly configured cache could potentially serve incorrect or stale data, leading to compromised user experiences.
API Gateway caching is a genuinely effective way to cut latency, but the number it delivers depends entirely on the specifics of your API operations and traffic patterns — not a fixed percentage. What actually determines the outcome is the configuration: choosing the right TTL, setting real cache control policies, and monitoring hit rates instead of setting it once and forgetting it. Get that part right, using real best practices, and the latency improvement follows.
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