Ashley Ansari

Learn how to automate compliance safeguards with Stripe Workflows by flagging high-value transactions and suspicious orders to enhance risk management.

Workflows: Automate compliance safeguards by flagging transactions

Workflow patterns provide repeatable solutions to common developer problems. This pattern helps automate customize a Stripe object with metadata.

Workflows: Automatically customize an object with metadata

Workflow patterns provide repeatable solutions to common developer problems. This pattern helps automate creating early fraud alerts when streamlining refunds.

Workflows: Creating early fraud alerts for streamlined refunds

James Beswick

Learn effective data reconciliation strategies to keep product information synchronized between your internal systems and Stripe. Explore real-time vs batch processing tools, validation techniques, and best practices for maintaining consistent data across multiple platforms as your business scales.

Real-time vs batch reconciliation: Practical patterns for keeping data in sync

Learn advanced database reconciliation patterns for Stripe integration. Explore queue-based architectures, event-driven sync, and robust error handling to maintain product data consistency at scale.

From naive webhooks to durable sync: Queue-based and event-driven data reconciliation patterns

Learn how product data synchronization between internal databases and payment providers like Stripe evolves from simple scripts to complex architectural challenges as your business scales from hundreds to millions of products.

Keeping product data aligned with Stripe as your systems scale

Discover advanced caching strategies to optimize Stripe API performance in AWS Lambda using Amazon ElastiCache and DynamoDB. Learn how to manage API rate limits, reduce latency, and minimize costs while ensuring data consistency and scalability in high-volume applications.

Optimizing Stripe API performance in Lambda with caching strategies

Explore the complexities of enterprise subscription management and discover how an AWS microservice architecture can streamline subscription lifecycles. This guide uses AWS services to create a scalable, reliable, and auditable subscription management system, addressing challenges like mid-cycle plan changes and usage-based billing adjustments.

Using an AWS microservice architecture for subscription management

Discover how to build a scalable real-time payment analytics pipeline from Stripe to AWS. This guide explores the challenges, architectural components, and implementation details to help businesses monitor transactions, enhance security, and gain insights into customer behavior.

Real-time payment analytics: Building a data pipeline from Stripe to AWS

Implementing a resilient multi-region payment processing system using AWS and Stripe ensures reliable webhook handling, minimizes outages, and complies with regulations. This guide covers architecture design, challenges, and AWS service integration for optimal global performance and rate limit management.

Load balancing Stripe API calls from multiple AWS regions

Learn how to securely manage and automatically rotate your Stripe API keys in AWS for a production-grade approach. This guide covers best practices, tools, and strategies to enhance the security of your financial transactions.

Securing Stripe API Keys in AWS with automatic rotation

Learn about Stripe integrations with essential tips for robust, secure payment systems and seamless user experiences. This guide prepares developers for real-world scenarios, from subscription management to dispute resolution, ensuring secure and seamless payments.

Building rock-solid Stripe integrations: A developer's guide to success

Discover how to build reliable webhook handlers for Stripe events using AWS in this comprehensive guide. Learn about the challenges of processing webhook events at scale and how to address them with an enterprise-grade architecture.

Building resilient webhook handlers in AWS: Implementing DLQs for Stripe events

Discover the key concepts and terms for integrating Stripe in your applications. This guide covers Payment Intents Customer management, Subscription billing, Webhooks, Disputes, Refunds, and the benefits of expanded responses, providing developers with the tools they need to streamline payment processing efficiently.

New to Stripe? Learn the key concepts for software developers.

Stripe sandboxes enhance test environment management, offering improved functionality over test mode, allowing isolated accounts, multiple developers, and better access control while integrating seamlessly with AWS applications.

Managing multiple Stripe test environments from your AWS-hosted application

This post discusses integrating the Stripe agent toolkit with large language models (LLMs) to enhance automation workflows, enabling financial services access, metered billing, and streamlined operations across agent frameworks.

Using demo data for testing Stripe integrations in AWS-hosted applications

This blog shows how to find when something is wrong in production, avoid jumping between tabs/docs to find information, and resolving issues quickly in the troubleshooting process, using an AWS integration as a starting point.

Resolving production issues in your AWS/Stripe integration using Workbench

For developers building on AWS, you have various choices for processing payments within your application. Most developers choose a payment processing service to handle this part of their application flow, which involves integrating with a third-party vendor outside of the AWS environment.

Debugging your AWS/Stripe integration just got easier

Jon Byrum

Subscribe to Stripe Developers on YouTube.

Check out the docs for the in-depth developer guidance.

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

Join a local Stripe Developer Meetup to learn about the latest features and network with your community.


At Sessions we showed new products, APIs, and enhancements for developers. Here’s a recap of everything we showed and links to the best places to learn more. 

## Stripe Workflows: automate business processes with a visual builder

Stripe has evolved into a comprehensive suite of tools that enable businesses to manage their entire financial infrastructure. Stripe Workflows allows you to build visual automation workflows that respond to real-time events, all without the need for extensive coding or additional infrastructure.

This powerful automation tool supports over 600 event triggers and includes features such as branching logic, dynamic fields, and built-in error handling. Businesses can automate a variety of tasks, from responding to fraud alerts and ensuring compliance for high-value transactions to simplifying bespoke subscription setups. 

Read more about the [launch of Stripe Workflows](https://stripe.dev/blog/introducing-stripe-workflows) on the stripe.dev blog.

## Use Stripe MCP server for enhanced AI development

The Stripe [Model Context Protocol](https://en.wikipedia.org/wiki/Model_Context_Protocol) (MCP) server is an essential resource for developers using AI-driven code editors like [Cursor](https://www.cursor.com/) and [Windsurf](https://windsurf.com/editor), as well as general-purpose tools such as [Claude Desktop](https://claude.ai/login?returnTo=%2F%3F). With just one install command, you can enable LLM applications to access comprehensive documentation, account data, and real-time execution of the [Stripe API](https://docs.stripe.com/api). For instance, you can easily access Stripe docs and execute API calls directly within Cursor or send invoices through a simple conversation with Claude. 

Learn more about [Stripe’s MCP server](https://docs.stripe.com/mcp#mcp) in the Stripe docs. 

## Add Stripe to agentic workflows

The adoption of agentic AI is rapidly transforming the landscape of application development, enabling automated interactions between users and technology. You can now integrate the Stripe agent toolkit into these new frameworks enhancing your agents’ functionality by enabling access to financial services and tools. Use cases include allowing your agents to help you earn and spend funds, facilitate common support operations, and bill for usage with metered billing. 

Learn more about the [Stripe agent toolkit](https://stripe.dev/blog/adding-payments-to-your-agentic-workflows).

## Streamline account management for Connect Platforms with Accounts v2

For the past decade, developers using multiple Stripe products \- such as [Payments](https://stripe.com/payments) or [Billing](https://stripe.com/billing) alongside Connect or Issuing \- had to manage separate records for each product, which involved handling multiple IDs and synchronizing data across these records. The updated Accounts v2 API enables a unified approach to user account management, allowing you to easily create and maintain connected accounts while simplifying onboarding and reducing redundancy. 

Learn more about [Accounts v2](https://docs.stripe.com/connect/accounts-v2/saas-platform-payments-billing) in the Stripe docs. 

## Customize user onboarding with fully-localized Connect Mobile Embedded Components

[Stripe Connect](https://stripe.com/connect) embedded components are pre-built, customizable user interfaces that allow you to integrate Stripe’s Connect functionality directly into your platform’s product surfaces. Stripe’s fully-localized user onboarding is now available for iOS and Android as an embedded component. You can add this key flow to your apps with just a few lines of code. 

Fun fact: Stripe’s own mobile app onboarding experience was built by a small engineering team using these components\! 

Get started with mobile embedded onboarding for [iOS](https://docs.stripe.com/connect/get-started-connect-embedded-components?platform=ios) and [Android](https://docs.stripe.com/connect/get-started-connect-embedded-components?platform=android). 

## Payment Element now supports the Checkout Sessions API 

[Stripe Checkout](https://stripe.com/gb/payments/checkout) makes it easy to get started, but as your business grows, you sometimes need more flexibility. The Payment Element now works with the Checkout Sessions API– providing [Elements’ UI](https://stripe.com/gb/payments/elements) flexibility with Checkout’s simplicity and built-in features like A/B testing and [Adaptive Pricing](https://docs.stripe.com/payments/checkout/adaptive-pricing?locale=en-GB).  
   
Learn more about [Payment Elements \+ CheckoutSessions API](https://docs.stripe.com/payments/payment-element) in the Stripe docs.

## New UI components for Stripe Apps 

With [Stripe Apps’](https://stripe.com/apps) new features, you can create experiences that feel native within the Stripe Dashboard. Create a detailed onboarding journey with a full screen modal or bring app data directly into dashboard pages. No longer are Stripe Apps constrained to the drawer. 

Sign up to gain access to the [new preview app components and capabilities](https://docs.stripe.com/stripe-apps/build-ui#see-also). 

## Test Stripe functionality in an isolated environment with Sandboxes

Stripe Sandboxes are now generally available (GA), offering developers a robust and secure environment to test and refine their applications without the risk of real money movement. With sandboxes, you can simulate payment processing, test webhooks, and explore various scenarios without impacting your live data. You can create up to five sandboxes for free, enabling your team to work in isolated environments and iterate on different features or versions before going live.

Get started with [Sandboxes](https://docs.stripe.com/sandboxes).

## Share customers and payment methods across your Organization

Last year Stripe launched [Organizations](https://stripe.com/blog/stripe-organizations-powering-the-worlds-most-complex-businesses) to help manage complex business structures by bringing together multiple teams, partners, and accounts under a single umbrella. Now, in response to one of our most requested features, you can automatically share customer data and payment methods across multiple business lines within your Organization, eliminating the need for custom code to synchronize data between objects. Additionally, sandboxes now support Organizations, allowing you to test end-to-end across accounts within your Organization. This functionality enables you to deliver a seamless and unified experience for your customers across your entire organization. 

Learn more about [resource sharing](https://docs.stripe.com/get-started/account/orgs/sharing/customers-payment-methods) in the Stripe docs. 

## And one more thing… 

Stripe documentation is now fully conversational. You now have an AI assistant for docs.stripe.com that’s aware of the page you’re reading and has access to all Stripe documentation and internal knowledge base. While you read, you can ask clarifying questions about specific parts of the documentation. For instance, instead of navigating to another page or site to learn more about a topic, you can highlight a sentence, paragraph, or snippet of code and initiate a conversation with the AI assistant about that particular content. This should make reading and navigating our docs and, ultimately, building your Stripe integration much easier.  

Navigate to [docs.stripe.com](http://docs.stripe.com) and push cmd+i to use the assistant. 

## Conclusion

The developer innovations showcased at Stripe Sessions reflect our commitment to providing the right tools you need to build, manage, and scale your financial infrastructure. 

For more Stripe learning resources, subscribe to our [YouTube channel](https://www.youtube.com/@StripeDev).


Discover the latest from Stripe Sessions! Explore new products, APIs, and enhancements, including Stripe Workflows for no-code automation, MCP server for AI integration, and Accounts v2 for streamlined management.

Sessions 2025 Developer Track resources

About the authors

Ashley Ansari

James Beswick

Jon Byrum