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Selection guideWorkflow testing

Keploy alternatives for database and payment workflows

Choose a Keploy alternative around the evidence you need: database behavior, API responses, contract compatibility or a workflow's final state. This guide compares Testcontainers, WireMock, Mockoon, Pact and AgentTwin for those jobs. AgentTwin's example below uses synthetic support data; it does not demonstrate a complete payment integration.

In this article

Start with the testing job

Keploy documents two starting points: generating API tests from inputs such as OpenAPI specifications, and recording API interactions for replay with captured dependency behavior. Check which path you need before changing tools. Its current documentation explains both.

For a payment workflow, separate the database rules, the provider's API behavior and the business outcome. A test can pass at one layer while missing a problem at another. The five alternatives below cover different parts of that work; this is a selection guide, not a performance ranking.

Five alternatives at a glance

Tool Useful starting point What to verify for your workflow
Testcontainers Run disposable real database or other service containers alongside your tests. Seed data, database assertions and the separate strategy for external payment APIs.
WireMock Stub HTTP interactions, configure delays or connection faults, and record requests for playback. The HTTP behavior you model and how your tests inspect database and business effects.
Mockoon Build mock APIs with response rules, shared data buckets and CRUD behavior; run them through its CLI. Mock state, reset timing and the assertions supplied by your application test suite.
Pact Verify an agreement between an API consumer and its provider. Whether you can arrange provider verification and also test the workflow's functional outcomes.
AgentTwin Run a prepared Node workflow against declared fixtures, supported operations and outcome checks. Adapter coverage, runtime requirements and whether the fault you selected actually triggers.

The descriptions follow Testcontainers for Node.js, WireMock faults and record/playback, Mockoon data buckets and CLI, Pact's selection guide, and AgentTwin operation contracts.

When to pick each

Choose Testcontainers for database-specific behavior. A real PostgreSQL test instance is useful when schema, constraints and queries matter to your test. Your test code still needs to define and check the result. Model the payment provider separately.

Choose WireMock for controlled HTTP behavior. Its documented delays and connection faults let you exercise how an HTTP client responds. WireMock also documents stateful scenarios; do not assume that all HTTP mocks are stateless.

Choose Mockoon for configurable API mocks. Shared data buckets and CRUD routes let multiple requests interact with the same mock data. Its documented reset controls can establish a new starting point for your test suite.

Choose Pact for compatibility between cooperating services. Its consumer and provider checks address an API agreement. Keep separate checks for outcomes such as whether an order was written twice.

Choose AgentTwin for a bounded Node workflow experiment. Prepare one workflow with synthetic data, supported operations and explicit assertions. You can inspect the recorded effect of a supported fault without treating a discovered dependency as a complete production replica.

Payment and database boundaries in AgentTwin

AgentTwin's current Stripe adapter implements selected customer and payment-intent operations, including synthetic success or decline on confirmation. It does not implement refunds, webhooks, subscriptions or real payment processing. A full checkout or refund flow must not be presented as supported merely because Stripe is detected in a repository.

PostgreSQL and Redis are available through configured cloud execution; the local HTTP runtime rejects worlds that request them. E2B runs use the configured E2B account, directly or through an AgentTwin API operator. Account quotas apply and subscription pricing is not publicly listed. Review execution requirements and access and costs.

The built-in fault names are timeout-after-write, blackhole, server-error and duplicate-write. These describe bounded operations in a test world. They do not provide production traffic capture or reproduce every network, authentication or scheduling condition.

Real example: catch a duplicate support ticket

This reference test uses a synthetic ticket API and Slack adapter. It demonstrates retry assertions without claiming payment-provider or PostgreSQL coverage. Node.js 22.12 or newer is required.

npx agenttwin example --out ./agenttwin-example
npx agenttwin run --file ./agenttwin-example/agenttwin.world.json --runtime local --seed 00000000000000000000000000000001 --json
npx agenttwin run --file ./agenttwin-example/agenttwin.world.json --runtime local --fault timeout-after-write --seed 00000000000000000000000000000001 --json

Executed October 24, 2026 using the repository's CLI 0.3.14 through npx --no-install and a local source launcher. This excerpt preserves selected fields from the actual faulted JSON output; other receipt fields are omitted:

{
  "status": "failed",
  "runtime": "local",
  "assertions": [
    {
      "service": "crm",
      "path": "/tickets",
      "count": 1,
      "actual": 2,
      "passed": false
    },
    {
      "service": "slack",
      "path": "/messages",
      "where": { "channel": "C_SUPPORT" },
      "count": 1,
      "actual": 1,
      "passed": true
    }
  ]
}

The clean run passed. The faulted run exited with code 1 and left two tickets. Enabling the generated application's stable-key path with const safe = true and repeating the same fault produced one ticket and one message, passing the unchanged assertions. The faulted and repaired runs had the same specification digest and different source digests.

Use synthetic data and inspect the generated source first: local execution retains access to the host filesystem and network. For your own repository, npx agenttwin init discovers candidates; it does not automatically produce a runnable version of this example for your code. Follow workflow preparation.

Frequently asked questions

Is AgentTwin a replacement for Keploy traffic recording?

No. The example starts from declared fixtures and prepared source. It does not capture production traffic and convert it into tests.

Which option should I use for PostgreSQL constraints?

Evaluate a real database test environment, such as Testcontainers, with assertions for the constraint you care about. An HTTP mock alone does not execute PostgreSQL semantics.

Can AgentTwin test Stripe refunds or webhooks?

Those operations are outside its current Stripe adapter contract. Select a tool and provider test environment whose documented behavior covers your actual flow.

Can I combine tools?

Yes, where your test harness can coordinate them. For example, contract verification and a database integration test can cover different risks. This guide does not claim automatic interoperability between the tools.

Which alternative is the best?

Choose using a small workflow you can run and inspect. No head-to-head execution benchmark was performed here; only the AgentTwin synthetic example was executed.

Reviewed sources and further reading

Official documentation reviewed October 24, 2026: Keploy, Testcontainers, WireMock fault simulation, WireMock recording, WireMock stateful behavior, Mockoon CRUD, Mockoon CLI, and Pact.

Read the AgentTwin documentation and CLI reference, then see AgentTwin vs Pact and AgentTwin vs Mockoon for focused comparisons.

Put it into practice

Start with a workflow you know.

Follow the quickstart to prepare a test and inspect what changes when a supported dependency operation fails.

Read the quickstart ← Back to all articles