The four topics I write about
Everything on this site is filed under at least one of these. Each topic page opens with what I have to say on it so far, then collects the writing and work filed under it.
AI adoption at work
How do you help colleagues explore where AI becomes the best tool for their work?
Which AI tool fits a piece of work depends on how its harness, environment and context work; when a task works in GitHub Copilot CLI, I turn it into a skill colleagues can run.
First essay in progress
How AI systems work
What happens between your prompt and the answer, and how do you keep an agent accountable?
In my own work, I focus on harness engineering and context engineering, and proving what an agent did takes evidence, end-to-end traces and audit logs.
First essay in progress
Cybersecurity communication
How do you make cybersecurity understandable to people who do not work in it?
My view, which I have not put into practice in my organization, is that awareness programs should use a careful, thoughtfully designed skills survey and request training completion by role, skill level and necessity.
First essay in progress
Marketing technical products
How do you market technical products, such as AI, cybersecurity and developer tools?
When marketing cybersecurity products, we need to understand the pain points very clearly, and the solution we propose should clearly show its technical value.
First essay in progress