Gremlin and AWS AppSync

Test AWS AppSync reliability with Gremlin Failure Flags. Inject latency and errors into resolvers to validate GraphQL query resilience.

AWS AppSync concentrates many backends behind one endpoint, which is convenient for clients and unforgiving operationally. A single query can touch half a dozen data sources, and the response is only as fast as the slowest one.

The coupling is easy to miss because it doesn't follow service boundaries. Instrument your resolvers with Failure Flags and you can test each one independently. With Gremlin, you can:

  • Find the field that holds up the whole query. Inject latency into one resolver and measure what happens to the fields around it.
  • Confirm your schema degrades partially. Fail a single data source and check whether clients receive partial data with one error or nothing at all.
  • Test how clients handle incomplete responses. Many treat any error as a total failure, which turns one degraded field into an apparent outage across your entire API.

Returning most of the data beats returning none of it, but that behavior has to be designed deliberately and confirmed under real failure conditions.

Building resilience on AppSync with Gremlin

AppSync is an application platform (or PaaS), which you can test using the Failure Flags sidecar* and the experiments shown on the right. You can use Failure Flags to prepare your services for application-level failure modes on AppSync, such as:

  • High-latency function calls due to slow dependencies or high processing times
  • Validating error and exception handling logic
  • Experiments isolated to specific environments, customers, or any other application-level attributes
You can also run these expert-built workflows designed to replicate real-world failure modes on AppSync:

* Failure Flags works wherever you can add the SDK to your application and run the Gremlin sidecar. Not every language and platform combination has been individually tested, and not all are officially supported. Check our compatibility documentation for what's verified, or get in touch if you don't see your runtime.

Learn more about Gremlin and AppSync

Avoid downtime. Use Gremlin to turn failure into resilience.

Gremlin empowers you to proactively root out failure before it causes downtime. See how you can harness chaos to build resilient systems by requesting a demo of Gremlin.

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