I’m David Beveridge, a remote-first senior engineering leader working where product-platform architecture, technical strategy, and execution sequencing have to hold together. This site is part writing archive, part project notebook, and part record of the questions I keep coming back to: software systems, AI tools, markets and trading, faith, and decision-making.
Strongest in complex SaaS environments where architecture, product judgment, and operating clarity all matter. Interested in senior engineering leadership and Staff/Principal technical leadership conversations with sane scope and real leverage.
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?
12 pieces
10 pieces
9 pieces
8 pieces
4 pieces
4 pieces
3 pieces
3 pieces
3 pieces
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.