Operations | Monitoring | ITSM | DevOps | Cloud

We’ve been monitoring 100,000’s of serverless backend components for 3+ years at Dashbird. In our experience, Serverless infrastructure failures boil down to: These isolated faults become causes of failure due to dependencies in our cloud architectures (ref. Difference of Fault vs. Failure). If a serverless Lambda function relies on a database that is under stress, the entire API may start returning 5XX errors.

Vercel is a deployment and collaboration platform that enables frontend developers to build high-performance Jamstack websites and applications. Vercel is also the creator of Next.js, a React framework developed in collaboration with engineers at Google and Facebook in 2016. Vercel users can leverage a built-in deployment tool that manages the build and rendering process, as well as a proprietary Edge Network that caches their sites for fast retrieval.

We asked seven serverless experts, knowing what they know now, what piece of advice would they give to their past selves on moving to serverless. Here’s what they had to say: Ben Ellerby, AWS Serverless Hero and VP of Engineering at Theodo Serverless is a mindset change, bring your teams with you on the journey. Show them the power of Serverless hands-on – and invest in the developer experience of your pipelines from day 1. Ben Smith, Senior developer advocate for serverless at AWS.

Ensure data quality in your S3 data lake using Python, AWS Lambda, SNS, and Great Expectations. Data lakes used to have a bad reputation when it comes to data quality. In contrast to data warehouses, data doesn’t need to adhere to any predefined schema before we can load it in. Without proper testing and governance, your data lake can easily turn into a data swamp.

When building serverless applications, Lambda functions often form the backbone of the system. They might provide just a few lines of code, but these lines are usually what hold the whole architecture composed of many managed services together. Event-driven architecture is what this style is called, and it’s most prevalent in serverless applications. API gateways collect requests from your users, convert them to events, and send these along the way.

In this post, we will discuss some key considerations and strategies to collect and analyze your AWS Lambda logs. This will include 1) what to know about logging Lambda functions, 2) how to ship log data to a centralized logging solution, and 3) how to search and visualize log data on monitoring dashboards.

AWS CloudFormation Modules, now available for public use through the AWS CloudFormation Public Registry, are a huge step forward for enterprise IT teams to create large manageable Infrastructure-as-Code (IaC) practices around CloudFormation. We’re excited to support the launch today with our own Bastion module. Unsure what Modules are? Read on.

Serverless applications streamline development by allowing you to focus on writing and deploying code rather than managing and provisioning infrastructure. To help you monitor the performance of your serverless applications, last year we released distributed tracing for AWS Lambda to provide comprehensive visibility across your serverless applications.