An AI Working Group ships projects. Tools are changing faster than humans can keep up. Most teams and organisations are throwing Copilot or Claude licenses to their crew, with a quick 'good luck!' and maybe an inscrutable warning about token counts. Making mistakes can be costly, when you rely on a paycheck. There isn't [...]
The fastest way to build a disappointing AI agent is to begin with a vague, grand ambition. “Handle my marketing for me.” “Run all our customer service.” “Become my chief of staff.” Those are only aspirations, not workflows. An agent cannot reliably operate within a fog bank. A useful agent starts with clear goals: [...]
In July 2025, Gartner told AI leaders that “context engineering is in, and prompt engineering is out.” The past year, people on the bleeding edge of AI have been paying attention to framing. 💡 Context engineering prepares everything prior to the prompt. Even the best prompts will fail without the right context. Giving [...]
Generative AI makes things for you. Agentic AI does things for you. This distinction, between making and doing, is the next step on the exponential curve of capability. An AI Agent can initiate and execute tasks independently, finding the best way to transition from an initial state to a goal state by using any [...]
AI agents are changing the way work gets done. As agentic AI systems become more capable, our real advantage will not come from technical proficiency. Our advantage will come from knowing how to manage AI agents well. The ability to scope agentic projects, manage autonomous systems, evaluate their performance, and design the information environments [...]
↠↠ The velocity of learning has increased. ↠↠ As part of TechWeekNZ, I hosted the EPIC AI Conference in Christchurch on 21 May, 2026. There were a dozen speakers and panelists, and lots of practical takeaways. While we did record the sessions (big thanks to Daniel Panjaitan and Greg Dickson for volunteering!) it's a [...]
🧭 “Goals are good for setting a direction, but systems are best for making progress.” - James Clear How was 2025 for you? Every year, I have published an Annual Review on my personal website. This annual ritual of introspection has given me: Reminders of what worked well Reflection on what could have gone better Collection of the metrics [...]
There’s a growing difference between people who use AI and people who think with it. That’s the difference between overwhelm and opportunity. Between playing catch-up and setting the pace. The AI F.A.S.T. Class Series is built to bridge that gap. It’s not another theory-heavy course about “the future of work.” It’s a practical, hands-on pathway that helps you turn automation [...]
📊 Practical, hands-on experience in using AI tools is the biggest predictor of success. Let’s be real: Everyone’s talking about AI, but most professionals are still experimenting blindly. If you’ve been wondering whether an AI workshop is worth your time — this one’s for you. Here are the most common questions I have been getting [...]
The house was a wreck. That’s what happens when six young boys spend Saturday morning running amok. My two brothers and I were often left with another family when we were young. This other family had three boys the same age, making us six boys under the age of ten. Containing this hurricane of activity [...]