I’m sorry, but the way you adopt serverless is wrong
Here is the biggest mistake many teams make when they try to adopt serverless and why they ultimately fail.
Don’t make the same mistake.
AWS
AppSync’s new async Lambda resolver is great news for GenAI apps
AppSync now supports invoking Lambda resolvers asynchronously. This simplifies a common challenge in GenAI applications where we had to hand off the call to the LLM to a background function so we can stream the LLM response back to the caller.
How to handle execution timeouts in AWS Step Functions
Step Functions lets you set a timeout on both Task states and the whole execution. By default, an execution can run for a year if TimeoutSeconds is not configured. To a user, the execution would appear as “stuck”. Which is why AWS best practices recommend using timeouts to avoid such scenarios. But once you have configured a timeout for the execution, it’s then important to consider what happens when you experience a timeout.
In this post, let’s explore 3 ways you can handle an execution timeout and use a Lambda function to perform automated remediation (e.g. applying rollbacks).
DynamoDB now supports cross-account access. But is that a good idea?
DynamoDB now supports resource-based policies, which simplified cross-account access to tables.
But just because you can, doesn’t mean you should!
Cross-account access to DynamoDB tables is almost always a smell. But as with everything, there are exceptions and edge cases. You should think carefully before you use resource-based policies to enable cross-account access to your DynamoDB tables.
In this post, let’s explore some legitimate use cases for cross-account access to DynamoDB tables.
When to use Step Functions vs. doing it all in a Lambda function
I’m a big fan of Step Functions, but it’s yet another AWS service you must learn and pay for.
It also introduces additional complexities. My application is harder to test; my business logic is split between configuration (ASL) and code; and I have new decision points, such as whether to use Express Workflows or Standard Workflows.
So it’s fair to ask, “Why should we even bother with Step Functions?”. Why not just do everything in code, inside a Lambda function?
Let’s break down the pros and cons and look at the trade-offs of each.
When to use API Gateway vs. Lambda Function URLs
“Lambdalith” is a monolithic approach to building serverless applications where a single Lambda function serves an entire API, instead of having one function per endpoint. It’s an increasingly popular approach and provides portability between Lambda and containers and lets you use familiar web frameworks.
Tools like the AWS Lambda Web Adapter have made this approach more accessible, and it also works well with Lambda Function URLs.
But don’t be too hasty to get rid of API Gateway just yet!
In this post, let’s look at the pros and cons of API Gateway vs. Lambda Function URLs, and let me explain why I still prefer API Gateway.
First impressions of the fastest JavaScript runtime for Lambda
LLRT, the new Low Latency Runtime for JavaScript, is an experimental runtime for Lambda that promises 10x faster startup time!
In this post, let’s look at why it’s so damn fast, and what design choices it makes (and why they make sense in the context of Lambda).
What’s the best way to migrate Cognito users to a new user pool?
The challenge with a Cognito User Pool migration is that the user password cannot be extracted from Cognito. This is a good thing. It shows that Cognito follows security best practices and does not store user passwords in plain text.
But it makes our lives more difficult during a Cognito User Pool migration.
In this post, let’s consider three approaches for migrating users to a new Cognito User Pool.
How to secure CI/CD pipelines without burning developer productivity to the ground
When it comes to CI/CD roles, your instinct might be to lock them down to just what it needs. Because we all want to follow the principle of least privilege. But as you will see in this post, this comes with a hefty price in terms of developer productivity, and it’s not as secure as you might think.
So instead, I prefer a more holistic approach when it comes to securing CI/CD pipelines, involving account boundaries, SCPs, ABAC and the use of permissive roles. Come in and find out how.
First impressions of CloudFormation’s IaC generator and CDK migrate
AWS just announced the CloudFormation IaC Generator and added a CDK migrate command. These make it easier for you to manage manually created resources with Infrastructure as Code.
This is my first impressions of it – what worked, what didn’t and where the gaps are.