Writing archive
Older essays on agentic systems, governance, operations, incentives, and the work of making AI useful in real organisations.
Mermaid lets you write diagrams as text inside Markdown, so your team gets a clear picture and your AI systems get clean structure. Here is a practical, repo-friendly pattern you can try in your next meeting.
Every function has its own language. Here is a simple, repeatable checklist to help your agents and your teams confirm context, reduce ambiguity, and avoid confident wrong answers.
Building robust agentic AI systems through sound engineering and iterative simplicity
Let me be honest: whenever I spot another new business tool out in the wild, it's always the same question nagging at the back of my mind- why do we always start with a spreadsheet? I’ve seen it time and again, whether someone’s launching a business, managing
What I have seen, speaking with technical builders and seasoned business folk alike, is this: change is coming at us from both ends. Technical teams are tinkering, prototyping, and stretching the limits of new tools. The business teams – hungry for efficiency
Here’s the question that keeps landing on my desk: How can AI support the people whose jobs feel under threat? I keep hearing from managers and teams worried that AI is coming for roles, not to help but to hover overhead and monitor. I get it. If you introduce
If you’re building agentic workers, you’re probably drowning in data and none of it feels quite right to keep. Storing every scrap of operational noise isn’t just expensive and messy, it crams your agent’s mind full of useless clutter. Humans don’t do this. We
Every robust AI system I’ve built – and every fragile one, too – has one thing in common: the foundation is everything. I want to lay out why we always start simple, how you check what’s happening in your agentic system, and the real hazards of leaping into co
Because when we're working with Agentic AI, one of the best methods is to start working with good data and system design. Think about how, well, aroused that your system is gonna run on. How will you know when something starts? How are we know when there's som
Because amidst the excitement about agentic AI, a subtle but persistent challenge keeps cropping up. It’s not about better tools, sharper reasoning, or the intelligence of the agents themselves. It’s about how these systems decide what is actually worth rememb
A painful nail infection turned into a leadership lesson on decision quality: why confident crowd advice can be riskier than careful AI, and how to build an escalation mindset that keeps people safe.
A leadership-level reflection on the long arc of AI, from Turing and sci‑fi to world models and governance, and what it means for how you lead now.
If your documentation lives everywhere and nowhere, your AI agents will fail. Here is how leaders can fix the chaos before it kills automation and onboarding.
A simple, leadership-friendly way to help you and your team build practical AI skills in 30 minutes a night using one smart prompt
why am i writing this blog post? Because every week I see the same line on LinkedIn: if you do not learn AI now, some twenty-something will run rings around you and take your job.
How leaders can simplify their agentic architecture with Markdown and JSON, and still stay robust, auditable and future proof.
Why information boundaries matter for trustworthy business automation-and how leaders can turn implicit rules into explicit agentic guardrails.
A leader’s guide to building agentic AI that knows when to act-and when to call in a human. Real-world lessons, actionable steps, and honest stories.
Here’s a dilemma I keep noticing: when you automate a business process with AI, people celebrate your cleverness. But use the same tech to write a song or design art, and suddenly it’s “cheating.” That split is more than odd, it reveals what we really value in
If you grew up thinking creativity belonged to professionals - the musician on stage, the coder in Silicon Valley, that “talented” one in the corner; you might be one leadership decision away from rewriting that story for your people, your family, or even your
Most agentic routines in the enterprise run like clockwork they complete the task, log an outcome, and move on. But here’s the thing: a system that only executes is like a worker who forgets yesterday’s best ideas. This week, I realised our agentic routines co
If you ask your team who’s played with AI today, chances are many will say yes. But go deeper - who’s tinkered? Most will admit they haven’t touched project creation or explored any settings at all. This isn’t a minor gap - it’s a defining leadership challenge
This morning’s team meeting gave me pause: seven people dialled in, and five different AI note-takers logged attendance alongside us. Instantly, the old fantasy of a single “company AI” looked almost quaint. We’re quietly moving to a world where everyone bring
Over coffee, parents keep asking me the same thing: is AI making it impossible for kids to think for themselves? They worry their children won’t know how to question, solve, or decide. But maybe the bigger problem is this — most of us (including schools and wo