@davidakuma

Building Multi-Agent AI System(MAS) on AWS

Dec 8, 2024 · 5 min read · Why Multi-Agent Systems? A single AI model may excel in specific tasks but struggle with multifaceted conversations. Multi-agent systems: Divide responsibilities (e.g., summarization, recommendations, or data extraction). Improve efficiency by dele...

Threat Modeling - Understanding your system's security posture

Jul 6, 2024 · 6 min read · Software systems are designed to withstand attacks, which can only be achieved by a proper knowledge of the breadth and length of your system's attack surface area. When building on a cloud platform like AWS, there are guidelines and best practices i...

The New CloudFormation IaC Generator on AWS

Feb 4, 2024 · 2 min read · The CloudFormation IaC Generator, a recent addition to the AWS CloudFormation suite, is a game-changer for infrastructure management. It simplifies and automates the process of creating Infrastructure as Code (IaC) templates, saving you time and effo...

Taming the Configuration Beast: Demystifying AWS RDK and RDK-Lib

Oct 7, 2023 · 5 min read · Introduction Managing the ever-growing complexity of cloud infrastructure is a challenge. One crucial aspect is ensuring compliance with security and governance best practices. This is where AWS Config comes in, offering a service to monitor and eval...

Navigating the AWS Infrastructure Testing Landscape

Jun 11, 2023 · 4 min read · Introduction In the realm of cloud development, ensuring the reliability and robustness of your AWS-powered applications is paramount. However, directly testing against live AWS resources during unit and integration testing can be costly, time-consum...