Ben Smith

Today, Stripe launches Stripe Workflows, a powerful new way to automate your payment operations and orchestrate Stripe products with ease—right from the Dashboard. Whether you are looking to streamline invoicing, manage fraud detection, automate subscription logic, or build custom quote-to-cash flows, Stripe Workflows helps developers move faster with fewer lines of code. With built-in support for real-time triggers, conditional logic, and seamless integration across Stripe’s ecosystem, Workflows eliminates the need for managing infrastructure or writing boilerplate logic. Instead, you get a visual, event-driven automation engine designed for high-performance financial operations at scale. In this post, we’ll explore how Stripe Workflows can help you simplify complexity, boost developer productivity, and unlock new use cases—all with low latency and high reliability.

Introducing Stripe Workflows: Tailoring Payments to Your Business Needs

In complex, high-volume systems, even minor failures—like a dropped internet connection—can lead to major headaches, such as duplicate charges. This post explores advanced patterns for integrating Stripe into your enterprise applications with a focus on building fault-tolerant, user-friendly payment systems. Learn how strategies like idempotency and message queues can protect your users from double charges, reduce operational errors, and improve reliability as your system scales.

Because nobody likes being charged twice

Explore the critical importance of managing real-time inventory updates for both online marketplaces and physical stores. This blog post details the development of an event-driven architecture designed to synchronize inventory levels with Stripe payment events using AWS cloud services. The demonstration centers around the DevRel Swag Store, showcasing a practical application used at the GOTO Chicago event, which integrates serverless technologies like Amazon DynamoDB, AWS Lambda, and IoT Core for efficient inventory management. Learn about the challenges of using Stripe metadata for inventory, and discover robust solutions for handling race conditions and implementing dynamic inventory checks. Additionally, understand the trade-offs between using Stripe Payment Links and custom payment processes for real-time stock validation.

How do I store inventory data in my Stripe application

Is your Stripe integration ready to scale with your application? In this blog post, explore smart data strategies to enhance performance and security. Learn how to leverage Stripe/'s features, secure web backends, and serverless functions for efficient data management. Discover when to integrate a global CDN and use a separate database for deeper data control, ensuring a seamless user experience.

Data access patterns for simple Stripe integrations

Event Destinations has begun rolling out to general availability as of 10/30 and will soon be enabled for all accounts. This post explores how to use Stripe Event Destinations and Amazon EventBridge to achieve near infinite customization possibilities for your payment solutions without disrupting your existing integrations.

Growing your Stripe integration With Event Destinations

Stripe Sandboxes offer a powerful solution for isolating testing environments, but how you implement them can make all the difference. Pick a sandbox strategy that best suits your organizations development approach and team size.

Choosing the right sandbox strategy for your organization

Secure your Stripe integrations by ditching unrestricted secret keys—learn how to protect merchant accounts with restricted access API keys and OAuth 2.0, and avoid compliance fees.

Upgrading your Stripe plugin security

Discover how to create independent testing environments with Stripe Sandboxes, streamline your development through GitHub automation, and prioritize the security of your API keys to enhance your payment integration process.

Avoiding test mode tangles with Stripe Sandboxes

This post demonstrates some more advanced patterns to help you build resilient and robust payment systems to integrate Stripe with your enterprise applications. As your integration grows in complexity and volume, these patterns become crucial for maintaining system stability and providing a smooth user experience.

Advanced error handling patterns for Stripe enterprise developers

This post shows how to use the Stripe Workbench Inspector to examine the lifecycle of a PaymentIntent object.

Bringing your Stripe objects to life with Workbench

Subscribe to Stripe Developers on YouTube.

Follow us at @Stripedev on twitter for updates and answers to your developer questions.

Sign up for the Developer Digest.

Join the Stripe Discord server to chat live with other developers.

Join Stripe Insiders to try the latest features and provide direct feedback to the teams that build them.


We’ve heard from the Stripe community that it is too hard to find data about errors which resulted from your Stripe API invocations. We have also heard that it would be helpful to provide more context and actionable advice once you do find the error. Now with the launch of the [Stripe Workbench](https://docs.stripe.com/workbench), developers have a birds-eye view of their integration which shows many potential issues in one place. This makes it easier to see the impact of each incident, see how often it’s happening, and receive actionable advice for resolving the issue.

### What is a Stripe error

Stripe’s error handling system covers a wide array of potential issues which can arise during payment processing and API interactions. These include payment-specific errors like [declined transactions](https://docs.stripe.com/declines) and fraud prevention blocks, to technical hiccups such as network failures and authentication problems. Each of these errors is categorized into distinct groups called “error types.”

These types include [StripeCardError](https://docs.stripe.com/error-handling?lang=node\#payment-errors) for payment-related issues, [StripeInvalidRequestError](https://docs.stripe.com/error-handling?lang=node\#invalid-request-errors) for incorrect API usage, [StripeConnectionError](https://docs.stripe.com/error-handling?lang=node\#connection-errors) for network problems, and [several others](https://docs.stripe.com/api/errors) for authentication, permissions, rate limits, and webhook verification. 

Each error type is tailored to provide specific insights into what went wrong, allowing developers to implement targeted solutions and create robust, fault-tolerant integrations. You can utilize Workbench to maintain a good understanding of these diverse error types and how to properly handle them. This will help you to build smoother, higher conversion payment experiences.

### Getting started with Workbench

To see Workbench:

1. Navigate to [https://dashboard.stripe.com/](https://dashboard.stripe.com/) in your preferred browser and log into your Stripe account.   
2. If you have multiple accounts configured, use the drop-down in the top-left to select the store API activity you wish to view. Workbench reports and content are scoped to the store level.  
3. In the bottom-right corner of the browser, hover over the terminal icon to expand the menu, then select the caret symbol **^** to open Workbench.


4. Workbench opens in the lower portion of the window:


*Workbench is not a browser extension and does not rely on CLIs or other tools in your development machine, so you can use it immediately without the need for installing additional software.*

### Finding errors with Stripe Workbench

Workbench features an **Errors** tab which provides a comprehensive overview of recent issues encountered in your Stripe account. This tab not only summarizes these errors but also offers guidance on resolving each specific type of API error. Additionally, it allows you to examine recent API request logs associated with each error, giving you valuable context for troubleshooting and improving your integration.

To view recent errors, choose the **Errors** tab. This view consists of three components, from left to right:

* A filterable list of recent errors within a given period (1 hour, 1 day, 7 days).  
* A summary of the selected error.  
* Logs associated with the error.

![](/images/error-handling-workbench/error-handling-workbench3b.png)


Errors which have occurred multiple times are grouped together and counted to help you identify those which are occurring most often. 

In the following example, you see that the `payment_intent_unexpected_state` error has occurred 7 times during the past 7 days:  

![](/images/error-handling-workbench/error-handling-workbench4.png)

Choosing this error, opens the **Summary** and **Logs** view. This gives additional context about the error, and information about how to resolve it. 

```
“You cannot confirm this PaymentIntent because it's missing a payment method. You can either update the PaymentIntent with a payment method and then confirm it again, or confirm it again directly with a payment method or ConfirmationToken.”
```

It also shows the request body sent with the API call that generated the error. 

The Logs view shows the 7 API requests that produced the error message. Select any of these logs to dig deeper into that particular API request:  

![](/images/error-handling-workbench/error-handling-workbench5.png)

Choosing one of the logs displays in-depth information about the request such as the origin, the source, the API version and the request and response body of the API call:  

![](/images/error-handling-workbench/error-handling-workbench6.png)

Stripe integrations that are built using one of the [Stripe SDKs](https://docs.stripe.com/libraries) each contain an error object with a `type` attribute. Use this to look up the [types of error and responses](https://docs.stripe.com/error-handling\#error-types) from the Stripe docs page. Once you locate the error type, select it to view detailed actionable solutions. You can also use the `doc_url` attribute which links directly to the error-code handling page within the Stripe docs.

![](/images/error-handling-workbench/error-handling-workbench9.png)

### Strategies for handling errors

Stripe workbench helps you find, group, and solve errors within your Stripe integrations, but in addition to this there are some best practices you can use to handle errors as they occur in your integrations.

#### Catching inside your code

Try/catch blocks allow you to try an action and then if an exception occurs, catch the exception (error) and deal with it gracefully rather than crashing the entire application. This allows you to catch the specific error thrown by Stripe, interpret it, and provide a friendly, informative message to your user. 

When you catch an exception, you can [use its type attribute to choose a response](https://docs.stripe.com/error-handling?lang=node#error-types). How you implement try/catch blocks will differ depending on the SDK runtime you are using. The following example shows a try/catch exception block using the [Node.js SDK](https://docs.stripe.com/libraries):

```javascript
const stripe = require('stripe')('sk_test_123456');  
async function myFunction(args) {
  try {
    const paymentIntent = await stripe.paymentIntents.create(args);
    console.log('No error.');
  } catch (e) {
    switch (e.type) {
     case 'StripeInvalidRequestError':
        console.log('An invalid request occurred.');
        break;
case 'StripeCardError':
        console.log(`A payment error occurred: ${e.message}`);
        break;
      default:
        console.log('Some other problem occurred, maybe unrelated to Stripe.');
        break;
    } 
  }  
}
```

This script handles two different types of errors. If it's a `StripeCardError`, it logs that a payment error occurred along with the error message. If it's a `StripeInvalidRequestError`, it logs that an invalid request occurred. For any other type of error, it logs a generic message.

### Reacting to events

Stripe can send events to webhook endpoints and cloud services, such as [Amazon EventBridge](https://aws.amazon.com/eventbridge/) to notify you of activity within your Stripe account. This can include errors. These events can occur both immediately after an API request or at a later time, such as when a payment is settled, a subscription renews, or when a payment fails. Webhooks ensure that your application stays in sync with the latest object updates allowing you to respond to events in near real-time and maintain accurate records of transactions and account activities.

You can use the [Interactive webhook builder](https://docs.stripe.com/webhooks/quickstart) to set up and deploy a webhook that “listens” to Stripe events. When creating your webhook, you can use Workbench to specify which events to listen for. The following webhook is configured to listen only for `payment_intent.payment_failed` events.
![](/images/error-handling-workbench/error-handling-workbench7b.png)


When receiving events that relate to an error there are some sequential steps you should follow to “unpack” the event, pinpoint the error and take action to resolve:

1. Access `event.data.object` to retrieve the affected object: When Stripe sends a webhook event, the payload includes information about the event in the event.data.object property. This object contains details about the Stripe resource that triggered the event.

2. Obtain stored information about failures from `event.data.object.last_payment_error`. The webhook event object often includes an error object with additional context about what happened, including any errors that occurred.

3. Use the error type attribute (`event.data.object.last_payment_error.type`) to choose an appropriate response.

   The following code example demonstrates how to implement these three steps in Node.js:  
   
```javascript
 // Define a POST route to receive a payment intent error 
app.post('/webhook', express.json({type: 'application/json'}), (request, response) => {

  // 1. Get an event object
    const event = request.body;
    if (event.type == 'payment_intent.payment_failed') {

  //2.  Use stored information to get an error object
      const error = event.data.object.last_payment_error;

  //3. Use its type to choose a response
      switch (error.type) {
        case 'card_error':
          console.log(`A payment error occurred: ${error.message}`);
          break;
        default:
          console.log('Another problem occurred, maybe unrelated to Stripe.');
          break;
      }
    } 
    response.send();
  });
  ```

Webhooks deliveries can also fail for various reasons. You can view the delivery success of each webhook in the Workbench **Webhooks** tab. Here you can also filter by delivery status.

![](/images/error-handling-workbench/error-handling-workbench8b.png)



### Retrieve historical errors

The previous example receives a webhook event when a paymentIntent failure occurs and accesses the `last_payment_error` attribute to retrieve additional information about the error. Many other Stripe objects store previous error information in this way. Use this same technique on these objects to access the previous error type and refer to  the documentation for each type for advice about how to respond:

These are common objects that store information about failures, and the attribute you should use to access that information.

| OBJECT | ATTRIBUTE | VALUES |
| :---- | :---- | :---- |
| [Payment Intent](https://docs.stripe.com/api/payment\_intents) | `last_payment_error` | [An error object](https://docs.stripe.com/error-handling?lang=node\&locale=en-GB\#work-with-error-objects) |
| [Setup Intent](https://docs.stripe.com/api/setup\_intents) | `last_setup_error` | [An error object](https://docs.stripe.com/error-handling?lang=node\&locale=en-GB\#work-with-error-objects) |
| [Invoice](https://docs.stripe.com/api/invoices) | `last_finalization_error` | [An error object](https://docs.stripe.com/error-handling?lang=node\&locale=en-GB\#work-with-error-objects) |
| [Setup Attempt](https://docs.stripe.com/api/setup\_attempts) | `setup_error` | [An error object](https://docs.stripe.com/error-handling?lang=node\&locale=en-GB\#work-with-error-objects) |
| [Payout](https://docs.stripe.com/api/payouts) | `failure_code` | [A payout failure code](https://docs.stripe.com/api/payouts/failures) |
| [Refund](https://docs.stripe.com/api/refunds) | `failure_reason` | [A refund failure code](https://docs.stripe.com/api/refunds/object\#refund\_object-failure\_reason) |

For example, use the following Node.js code to access previous failure information for a SetupIntent:

```javascript
const setup_intent = await stripe.setupIntents.retrieve('{{SETUP_INTENT_ID}}')  
const e = setup_intent.last_setup_error

if (e !== null) {  
  console.log(`SetupIntent  ${setup_intent.id} experienced a ${e.type} error.`)  
}
```

## Conclusion

Workbench addresses common challenges you face when handling errors in building Stripe integrations. It centralizes error reporting, providing you with a comprehensive view of recent issues, their frequency, and contextual information for efficient troubleshooting. 

Using Workbench, combined with established error handling strategies enables more robust integrations. Some approaches discussed include implementing try-catch exceptions to gracefully manage errors, using webhooks to react to events, and accessing stored error information on Stripe objects. 

By employing these methods and using Workbench's features such as grouped error views, detailed logs, and actionable advice, you can more effectively identify, understand, and resolve integration issues. This approach to error management supports the creation of more reliable payment systems, ultimately improving the overall user experience in online transactions.





With Workbench, developers now have a bird’s-eye view of their integration which shows many potential issues in one place. This makes it easier to see the impact of each incident, see how often it’s happening, and receive actionable advice for resolving the issue.

Simple error handling strategies with Stripe Workbench

Ben Smith