Articles tagged with "level-300"

10th of Juli: The ten new features, which were announced in AWS NY Summmit, show a trend in Amazon Bedrock: to implement Prompt Engineering Patterns as services. One of the best practices to avoid prompt injection attacks is GuardRails. Here, I do a deep dive into the new GuardRails features “contextual grounding filter” and “independent API to call your guardrails.” Note: Guardrails work ONLY with English currently.

Amazon SageMaker offers a highly customizable platform for machine learning at scale. Job execution within Amazon SageMaker can take some time to set up, which can be inconvenient or even time consuming during development and debugging phases. Running training and processing jobs locally can greatly increase the speed of development and debugging before running them at scale on AWS.

In this blog post we’ll dive deep into AWS Backup. We cover how the service works, how to set it up and focus on how it interacts with different AWS resources. It’s crucial to understand which features are supported for different services such as EBS or S3 to understand how to protect your environment. Additionally we look into Cross-Region and Cross-Account backup and restore options in the context of an AWS Organization.

It’s probably not a surprise that (almost) everything Amazon Web Services offers is accessible through web services. AWS also provides a range of SDKs that make interfacing with and integrating them in your code base relatively painless. These SDKs are sometimes a bit limited, though. There are certain things that you can only do through the AWS console, meaning that there are still services under the surface, but they’re undocumented and not accessible through the official SDKs. That API call is what we refer to as an undocumented API. In this post, I’m going to show you how to discover these APIs and use them in your scripts.

A webserver running on a container. Sound simple. Let`s dive deeper into how your architecture choices affect application security. I use docker scout for the container and show how Amazon Inspector can serve as a general-purpose security tool.

In part one, we took the journey from a POC monolith to a scaleable two-tier architecture. The focus is on the DevOps KPI deployment time and the testability. With the right tools - AWS SAM and Postman - the dirty work becomes a nice walk in the garden again. See what a KEBEG stack can achieve!

The way from a cool POC (proof of concept), like a walk in monets garden, to a production-ready application for an RAG (Retrieval Augmented Generation) application with Amazon Bedrock and Amazon Kendra is paved with some work. Let`s get our hands dirty. With streamlit and langchain, you can quickly build a cool POC. This two-part blog is about what comes after that.

Presentation Deploying resources with infrastructure as code is the recommended way to provision resources in AWS. The native AWS-way of doing it is by using Cloudformation or CDK (Cloud Development Kit), and you should of course do this from day one. But in real world sometimes somebody provisioned resources via the console, or there is a need of refactor your code and split your stack into multiple stacks. Luckily It is not very often we have cases where it’s required to import resources.