I write about software, systems, AI tools, markets, faith, and decision-making. Most pieces start with a practical itch, then wander through the details until the shape of the problem gets clearer.
Working effectively with agents without outsourcing judgment
Why product-platform work breaks when architecture and roadmap are discussed separately
What high-leverage engineering leadership actually looks like
The real job of a technical leader is sequencing, not certainty
Technical vision should survive contact with delivery reality
Recovery is a leadership skill
In AI trading, which model comes first: the AI model or the trading model?
How could a software-heavy portfolio survive the AI apocalypse?
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A practical essay on what agents change, what they do not change, and why the real leverage still depends on framing, review, sequencing, and accountability.
A practical case for treating technical architecture, platform investment, roadmap sequencing, and adoption risk as one conversation rather than four disconnected ones.
A reflection on what trading sharpened about risk, uncertainty, and engineering judgment without turning the point into finance cosplay.
