How to use AI coding tools like a senior engineer

Abstract AI coding workflow showing a code editor, context files, reusable prompt cards, automation hooks and a spec-to-ship development pipeline, representing how senior engineers use AI coding tools with context, craft and control.

AI governance for risk and compliance teams is ultimately about operational trust. This blog explores how financial services organisations can move Gen AI systems safely into production through clear policy frameworks, AI risk ratings, observability, lifecycle ownership, audit trails, and APRA-aligned operational controls.

How to master Cross-Account messaging in AWS without compromising on security

A picture of plugged in data cables.

Struggling with cross-account messaging in AWS? This blog walks through a real-world solution using Amazon MQ, EKS, and Lambda to securely sync application data across accounts. Learn how to design a scalable relay architecture, overcome Lambda’s cross-account limitations, and keep your systems integrated and up to date without compromising on speed or security.