Insights & Innovation

Thoughts on AI, engineering leadership, and building at the intersection of disciplines

Crucible: A Self-Learning Tool I Built to Build Everything Else

I built an AI development tool with specialized agents and a knowledge graph that gets smarter as you use it. Then I used it to build everything else. Here's the story.

5 min read · March 14, 2026

Technical Leadership Innovation #AI #Multi-Agent Systems #Software Engineering #LLM #Open Source

Creating Pull vs. Pushing Harder: A Leadership Philosophy

You can't push a rope up a hill. The best systems create pull through excellence, making adoption organic rather than forced. This principle has driven every successful platform I've built.

10 min read · March 13, 2026

Leadership Philosophy Technical Strategy #Leadership #Strategy #Engineering Management #Platform Building

The AI-Driven Finance Revolution: From Reactive Reporting to Proactive Strategic Partner

The finance function is at an inflection point. Organizations that embrace AI will transform finance from a backward-looking cost center into a forward-looking strategic partner that drives business growth.

7 min read · March 12, 2026

thought-leadership #AI #finance #data-science #strategy #leadership

The Cross-Disciplinary Advantage: Why Engineers Should Study Finance (And Vice Versa)

My journey from silicon design to strategic finance to AI taught me that the biggest breakthroughs happen at the intersection of disciplines. Here's why bridging worlds creates exponential value.

11 min read · March 11, 2026

Career Strategy Innovation #Career Development #Engineering #Finance #AI #Leadership