Knowledge base

Re: Invent 2023 has been wrapped up. Before we start preparing for the 2024 edition let me recap the announcements I was most excited about. Here is my favorite list, in no particular order 1. Amazon Elasticache Serverless As architects and developers, we love to get into database scalability discussions and right-sizing our database clusters. I know I do, especially when it comes to Redis, one of my favorite databases! But, with the recently announced serverless option for ElastiCache, we may not have to do all that. I…

In recent years, the term MLOps has become a buzzword in the world of AI, often discussed in the context of tools and technology. However, while much attention is given to the technical aspects of MLOps, what's often overlooked is the importance of the operations. There is often a lack of discussion around the operations needed for machine learning (ML) in production and monitoring specifically. Things like accountability for AI performance, timely alerts for relevant stakeholders, and the establishment of necessary…