AI Questions Every Leader Should Be Asking
Most AI projects fail because of unclear problem definition. Answer three questions before writing a single prompt to improve your odds.
Insights
Practical perspectives on the decisions, patterns, and trade-offs that technology leaders face every week. Grounded in real experience across engineering, product, and security.
Topics span AI adoption, system modernization, security programs, engineering culture, and the mechanics of technical leadership. Written for CTOs, VPs of Engineering, and the operators building what comes next.
From Prototype to Platform: The Reality of Scaling Agentic AI
Agentic AI demos are impressive. But turning them into reliable, sustainable enterprise systems takes more than a prompt and agent builder
The Rise of Artificial Confidence
If you ever spent time on Stack Overflow, you know how humbling it could be. No matter how carefully you wrote your question, someone would…
Part 3 — Edge AI in the Developer’s Workflow
When Your AI Lives on Your Laptop
The CTO’s Edge: Demo-First Leadership in the Era of AI
If you’ve ever pitched a big idea to the board or exec team, you know the feeling. You’re leaning in, waving your hands, excited about the…
AI at the Crossroads (Part 2): Rising AI Costs and the Push to the Edge
This is Part 2 of my AI at the Crossroads series. If you haven’t read Part 1, you can find it here: AI at the Crossroads (Part 1): Why the…
The CTO’s Edge: Leading Through Constraints
In the ever-evolving world of technology, the most powerful leadership lessons often emerge from adversity… those crossroads where economic…
AI at the Crossroads (Part 1): Why the Edge Matters More Than Ever
Let me be honest: I never thought I’d look back on the early 2010s with nostalgia, at least not for server racks and gear. But here we are…
The CTO’s Edge: From Technical Leader to Technology Executive
Years ago, I got passed over for a role I thought I had in the bag. I’d led complex projects, built high-performing teams, and stayed…
A Second Set of Eyes: How AI Is Quietly Crowdsourcing Our Workflows
There’s a moment when I’m reviewing something I’ve written or analyzing a tricky issue, and I pause…not because I’m done, but because I…
The CTO’s Edge: Rethinking Build, Buy, Partner in the Age of AI
The “build, buy, or partner” conversation isn’t new. We’ve been navigating that one forever. AI just made it messier, or maybe more urgent…
Who’s Actually Building AI Agents?
Alright, here’s the thing.
The AI Hype Trap: Why You Should Be Skeptical of Overnight Success Stories
“I built a revenue-generating AI startup in a weekend.”
The CTO’s Edge: Technical Leadership Isn’t Just Architecture… It’s Organizational Design
Most “technical” decisions aren’t technical. They’re organizational choices masquerading as system design. They may feel technical, but in reality...
The Real AI Transformation Starts When You Stop Talking About AI
You can always tell when a technology is peaking on the hype curve; everyone is talking about it, few are doing it well, and almost no one…
The CTO’s Edge: Why Empathy, Learning, Accountability, and Quiet Influence Matter More Than Ever
We talk extensively about tools, architectures, frameworks, and roadmaps in tech. However, when it comes to leadership, especially at the executive level...
The Developer Paradox: Why Technology Innovation and AI Keep Creating More Dev Jobs
Every few years, a new wave of innovation promises to reduce the need for software developers. But the opposite keeps happening…
As a direct result of the technological advancements of the last decade, modern businesses can now…
To remedy this issue, organizations must become more intentional about data. Below, let’s examine why being “data intentional” is essential…
The Healthcare Industry is Prime for Curing the Paper Problem with Context
The Paper Problem
Overcoming flat data to unlock business insight and productivity
Explore how organisations can overcome the challenge of flat data, which restricts business insight and…
Building an Empire of Knowledge with Semantic Data
It seems like every crime show includes a few scenes where we see that the detective has built a wall of pictures, newspaper clippings…
Why Enterprise Survival Depends on a Context Driven Approach to Data
Understanding the context can lead to accelerated insight through AI and machine learning. To be competitive…
Progressing the Digital Worker with Context
Moving beyond data capture and enriching your data into a business-critical context to fuel digital workers will lead the way to…