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Integration rehearsal for agent workflows

Dry run your AI workflow before it runs in production.

Connect your running app through FetchSandbox MCP. Checks run against isolated test versions of your APIs and return a receipt: passed, failed, or could not verify.

Requires a FetchSandbox account, app setup, and supported integrations. The walkthrough below is illustrative.

FetchSandboxIllustrated walkthrough
Refund workflow with approval gateISOLATED TEST
App receives requests. Twin handles configured responses.
STEP 01 / 04

Connect your workflow

Your running app connects to FetchSandbox and receives the test request.

Illustrative only. No measured outcomes shown here. Steps represent a hypothetical approval-gated workflow.

Why teams rehearse before they ship

What happens when your workflow's state changes mid-run?

Bring one workflow. Agree on the rules. Configure supported checks against isolated provider twins and inspect the stored side effects. Custom cases are scoped together.

The amount changed while approval was still pending

An approval request went out for one amount. Before it came back, the amount was edited or the request was canceled. Your workflow holds a pending approval that may no longer apply.

Expected check

Define what your workflow should do: cancel the pending approval, re-request at the new amount, or stop. Verify it follows that rule.

Two valid stakeholders, conflicting instructions

Two stakeholders both submit instructions. One approves, one denies, or both approve for different amounts. Your workflow has to decide which one counts.

Expected check

Agree which stakeholder's instruction takes priority and under what conditions. Verify the workflow applies that rule when both arrive.

The provider accepted but the response never arrived

Your workflow got no confirmation and retried. The provider had already processed the first request. The action may have run twice.

Expected check

Verify a retry after a lost response does not duplicate the action. Configure the twin to model an accepted-but-silent scenario.

The same event arrived twice, or two triggers fired at once

The same event arrived out of order, or two triggers fired at the same time. What your workflow did depends on how it handles ordering and concurrency.

Expected check

Define the expected rule and inspect stored results after the run. Actual handler overlap requires scoping before it can be measured.

Custom cases require scoping before they can be configured and measured. Cross-worker crash recovery was not verified in the November 8 run.

Real measured evidence

n8n lead workflow rehearsal, November 8, 2026.

One recorded run of a native n8n lead workflow across HubSpot, Gmail, Google Calendar, and Slack. Isolated provider twins only. Not a qualification of native SaaS or OAuth flows.

Recorded run result

November 8, 2026
15

Passed

1

Could not verify

A second caller could not read or resume the first caller's lead.
Retries kept the same saved records.
Crash recovery across workers was not tested.

70 Provider-state checks passed

Isolated twins only. This run does not qualify native SaaS integrations or OAuth flows, and overall verification was incomplete.

How it works

Connect your app, configure checks, and inspect the receipt.

01

Connect your running app via MCP

Point FetchSandbox to your running app. Local apps use an outbound tunnel. Cloud apps require an authenticated trigger and app setup. Not all tools connect automatically.

02

Agree on expected behavior and configure twins

Describe what your workflow should do at key steps. Configure supported provider twins to model the integrations you want to test.

03

Rehearse scoped failures and inspect the receipt

FetchSandbox drives configured failure scenarios against your app. Results come back as passed, failed, or could not verify. Setup failures may not produce a receipt.

Get started

Pick one supported workflow and run it in rehearsal.

No live provider keys needed for isolated twin rehearsals. FetchSandbox account and authentication required.

START WITH AN EXAMPLE

Stripe refund walkthrough with setup and code

A step-by-step article covering a duplicate charge refund workflow: app setup, approval gate, repeated-trigger check, and isolated twin evidence from October 2026.

Read the walkthrough

Enterprise pilot

Need scoping for jobs, queues, or multi-service requirements?

FetchSandbox is running a small pilot for teams with more complex integration needs: background workers, queues, and requirements scoping across services. Not a generally available tier.

Talk to us about the pilot

Common questions

Can I use this with n8n or my coding agent?

Supported paths require a workflow trigger, authentication, app setup, and configured checks. Not all tools connect automatically. Check the docs for supported setups.

Do I need live Stripe or Twilio keys?

No live provider keys are needed for isolated twin rehearsals. A FetchSandbox account is required.

What does a receipt mean?

A receipt records what each check returned: passed, failed, or could not verify. Checks that did not run are not counted as passed.

What is the managed tunnel?

An outbound connection that lets FetchSandbox reach a local or private app. The tunnel handles transport. App setup and expected behavior declarations are still required.