Gremlin and AWS Step Functions (Lambda-backed)

Test AWS Step Functions reliability with Gremlin Failure Flags. Inject latency and errors into Lambda tasks to validate retry and catch logic.

Why Step Functions (Lambda-backed) reliability is important

AWS Step Functions makes orchestration visible, which creates a sense that failure is handled. The state machine diagram shows retries and catch blocks, so the workflow looks robust. What the diagram doesn't show is whether those policies match how the underlying tasks actually fail.

Add Failure Flags to the Lambda tasks behind your state machine and you can test each step independently. With Gremlin, you can:

  • Find out which errors your catch blocks catch. Trigger an exception at a specific step and watch whether the workflow routes to the error branch or falls through.
  • Catch tasks that hang rather than error. A stalled task may never trigger a catch block at all. Injecting latency reveals whether anything eventually times out.
  • Check your retry policy against a real outage. Counts and backoff intervals chosen for a transient blip become an amplifier when a dependency is genuinely down.

Workflows that sit in a running state for hours don't alert anyone, because nothing errored. Testing turns the diagram into evidence.

Building resilience on Step Functions (Lambda-backed) with Gremlin

Step Functions (Lambda-backed) 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 Step Functions (Lambda-backed), 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 Step Functions (Lambda-backed):

* 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.

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Learn more about Gremlin and Step Functions (Lambda-backed)

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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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