Strategic Insights
Pragmatic patterns for the Hard Hat Era. Moving from experimental friction to defensive capability.

When vibe coding has consequences: the invisible threats in your AI pipeline
The carefree approach to AI-assisted development is hitting a wall of architectural consequences. Modern supply chain attacks are weaponising the exact tools developers trust most. Here is what you need to know to stay safe.

The scanner that couldn't tell the difference
I built a security scanner for AI agent skills and hit a 93% false positive rate. That number isn't a failure. It's the finding, and it changes how you need to think about agentic AI security.

AI Compliance Checklist: Meeting Australian Privacy and Regulatory Requirements
Ensure your AI deployment meets Australian regulatory requirements. Practical checklist covering Privacy Act, OAIC guidance, and Voluntary AI Safety Standard compliance.

AI Governance: The Gap Between Adoption and Accountability
AI adoption is outpacing governance in most organisations. Discover the risks of ungoverned AI and practical frameworks for responsible deployment.
Maintain Your Strategic Edge
Pragmatic AI patterns, execution strategy, and regulatory updates for engineering leaders. No fluff, just technical truth.