Insights
AI in practice
Building with AI across domains, and the method that keeps it honest.
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Showing 7 of 7 insights.
- AI in practice · Business perspective · 6 min read
From AI Experiments to Working Outcomes: A Practical Approach to Enterprise Delivery
A practical route from delivery backlog to a bounded AI initiative, with evidence from software migration and technical knowledge development.
- AI in practice · Technical deep dive · 15 min read
From Static WordPress to Next.js and MDX: An AI-Assisted Migration with Claude, GPT and Superpowers
How we migrated this site with AI-assisted development, preserved its content, and applied lessons from the Otari technical resource.
- AI in practice · Business perspective · 5 min read
Modernising enterprise software with AI, security and control
How structured AI-assisted delivery can move an existing application forward, with explicit security controls and evidence for acceptance.
Project work ·
- Cloud foundations · Technical deep dive · 5 min read
From specification to AWS: inside an AI-assisted migration
A practical delivery workflow with AWS architecture, bounded agent tasks, permission checks and promotion of the tested artifact.
Project work ·
- AI in practice · Guide · 5 min read
Giving AI agents bounded tasks—and results you can verify
Use structured briefs, measured inputs and checked outputs to make agent research useful, inspectable and safe to act on.
Project work ·
- Cloud foundations · Technical deep dive · 9 min read
Mastering Multi-Account AWS Deployments: Using Managed StackSets to Deploy Unmanaged StackSets with SAM
As organizations scale their AWS presence, the single-account approach quickly becomes impractical and risky.
- Cloud foundations · Technical deep dive · 8 min read
Static WordPress with CloudFront: Creating a High-Performance Website Infrastructure
In the ever-evolving landscape of web development, there’s a growing trend toward static website hosting for improved performance, security, and cost-efficiency.