Programming Archives

How to end-to-end test microservices across bounded contexts?

AWS, Microservices, Programming, Testing

There is more than one way to test user journeys that span multiple bounded contexts. Your choice depends on organizational structure, team responsibilities, and the maturity of your testing practices.

Ultimately, every part of the user journey should be tested, whether it’s done piecemeal by individual teams or centrally by a QA/cross-functional team.

In this article, let’s look at several ways you can approach this problem, depending on if you have full-stack teams or specialised frontend and backend teams. We will look at trade-offs and whether it’s best to host other teams’ services in your environment, or use mock APIs, or delegate testing user journeys to a QA team and use a dedicated integration environment for testing.

How to invalidate Cognito-issued JWT tokens

API Gateway, AWS, Cognito, Lambda, Serverless

The ability to invalidate a user’s session with immediate effect is a common enterprise requirement.

However, this goes against how token-based authentication is designed to work. JWT tokens are stateless and are typically short-lived (for security reasons) but can be refreshed with refresh tokens.

So, is it possible to invalidate Cognito-issued JWT tokens?

The short answer is no.

The long answer is yes, you can achieve this effect with some work and some performance overhead.

How? Well, come in and find out!

Biggest re:Invent 2024 serverless announcements

AWS, Serverless

So that’s it for this year’s re:Invent. Werner delivered his usual insightful keynote and shared some key lessons in dealing with complexity and warning signs to look out for. As Werner said, the number of moving parts is not a good measure of complexity on its own. And that’s something so many people get wrong …

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Biggest pre:Invent 2024 serverless announcements

AWS, CloudFormation, Cognito, DynamoDB, Lambda, Serverless, Step Functions

DynamoDB cuts on-demand price by 50% Announcement DynamoDB has reduced on-demand pricing by 50% and global tables by up to 67%. Amazing! Lambda SnapStart is now available for Python and .Net Announcement Previously, SnapStart was only available for Java. It makes sense to add support for .Net. But why Python and not Node.js? I guess …

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Here is one of the most misunderstood aspects of AWS Lambda

AWS, Lambda, Serverless

One of the most misunderstood aspects of Lambda is how throttling applies to async invocations. Or rather, how it doesn’t!

The TL;DR is that you will never experience throttling when you invoke a function asynchronously.

It also means that despite SNS and EventBridge having longer retry periods than Lambda’s internal queue, these have no practical impact in the case of Lambda throttling.

Read the full post to understand why.

When to use Light Events vs. Rich Events in Event-Driven Architectures

AWS, Event-Driven Architecture, EventBridge

One under-appreciated aspect of designing an Event-Driven Architecture (EDA) is how much information you should include in your events.

Do you send light events or rich events?

Or perhaps you would send both, but in different circumstances?

In this post, let’s talk about the pros & cons of each and how they fit into my mental model of DDD and EDA.

EventBridge best practice: why you should wrap events in event envelopes

AWS, Event-Driven Architecture, EventBridge

This article is about best practices for building event-driven architectures on AWS, with a focus on wrapping events in custom envelopes when using EventBridge.

While EventBridge provides metadata by default, a custom envelope allows for a standardized, consistent structure across all of your events, making it easier to manage and evolve the system over time.

By providing your own metadata, you can gain better interoperability between different services, end-to-end observability, idempotency control and versioning.

Should “serverless” just mean “function-as-a-service”?

AWS, Serverless

Gregor Hohpe said something that has me mulling over for some time now. Essentially, he asked, “Should we narrow the definition of serverless to mean just function-as-a-service (FaaS)?” “Serviceful” For context, I’m firmly in the “serverless means serviceful” camp: a) Serverless is a mindset: To leverage managed services to deal with undifferentiated heavy lifting so …

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How to build a Real-Time Chat application with Momento: a step-by-step guide

Momento

Real-time applications have become increasingly popular, and most of us use one or more real-time chat applications, such as WhatsApp.

One of the key challenges with these applications is efficiently managing user connections. We might have a large number of connected users, but these connections are idle most of the time.

Unfortunately, many services that offer WebSockets support (such as API Gateway, AppSync and IoT Core) charge for connection time. It means we have to pay to keep users connected, even when they aren’t actively sending or receiving messages.

This can become very inefficient as our application scales. And that’s where Momento Topics come in!

How to build a Real-Time Notification system with Momento Topics: a step-by-step guide

Momento

Real-time notifications have become a big part of modern applications. They let us push updates to users instantly and are essential part of messaging apps, social media and online games.

It’s one of the most common use cases for WebSockets.

But building a WebSockets system that can scale to millions of concurrent users is no small task!

In this guide, we will see how Momento Topics abstract away the hard parts of WebSockets and makes it easy to add real-time features to your application with a few lines of code.