Gremlin and Azure API Management

Test how your application handles an API Management outage. Run Gremlin network experiments and reliability tests to validate client-side retries.

Why API Management reliability is important

Azure API Management does more than route traffic. It handles authentication, rate limiting, transformation, and caching, which means a disruption there reaches your customers in ways that don't look like a gateway problem at all. Clients see auth failures or malformed responses and start debugging the wrong system.

Install the Gremlin Agent on the services calling through your gateway and you can test the whole path. With Gremlin, you can:

  • Find the policy that runs on every request. Policies calling an external service for token validation or enrichment add a dependency to every single call. A latency experiment against that endpoint shows how far the delay spreads.
  • Test what clients do when the front door stops answering. A blackhole experiment reveals whether your applications retry politely or amplify the problem.
  • Compare timeouts across the chain. Client, gateway, and backend each have their own. Testing shows which one fires first, which is rarely the one teams expect.

Everything behind the gateway can be healthy while your customers see failures. Testing from the client's side is what tells the two apart.

Building resilience on API Management with Gremlin

API Management is a dependency: a managed service that your service connects to. You can run tests by deploying the Gremlin agent or Failure Flags sidecar to a service that consumes API Management*. Using the experiments shown to the right, you can prepare your service for API Management failure modes, including:

  • Network outages making API Management unavailable
  • Slow performance due to network latency
  • Expiring TLS certificates
You can also run these expert-built workflows designed to replicate real-world failure modes on API Management:

* Testing a dependency doesn't require installing anything on it. Gremlin runs the experiment from the service that calls it, so compatibility depends on that host rather than on the dependency itself. Check our compatibility documentation for supported operating systems and platforms, or get in touch if you don't see yours.

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Learn more about Gremlin and API Management

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