Strategic Insights
Pragmatic patterns for the Hard Hat Era. Moving from experimental friction to defensive capability.
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.
Why I built Intent Solved: Productivity for the 98%
The 98% of operators running real Australian businesses deserve production-grade AI engineering, not pilot theatre. This is why I built Intent Solved.
Living on the Edge: Learning to Get Comfortable with Small Language Models
Why small, open-weight models are the strategic choice for businesses seeking cost-efficiency and data sovereignty without sacrificing intelligence.
The Shadow Dev Problem: Why your engineering team is quietly fracturing
Why your team's relationship with Claude Code is already a business decision, whether you’ve made it or not.
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.
The Hybrid AI Imperative: Why 'All Cloud' and 'All Local' Both Miss the Point
Stop choosing between cloud and local AI. Learn how intentional hybrid deployment based on data classification and use case creates sustainable competitive advantage.
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.