Principal / staff product-platform, AI/devtools/platform, senior engineering leadership

Thoughts on building, leading, and making good decisions.

This is the public proof surface for my fit with product-platform leadership first, AI/devtools/platform work second, and senior engineering leadership where technical judgment still matters. The writing focuses on systems, sequencing, execution, and the parts of the work that become interesting once the path is unclear and the tradeoffs are real.

Role fit

The site is organized to make the product-platform boundary easy to see, keep AI relevance calm and non-hypey, and show that the writing comes from real operating judgment rather than abstract branding.

Proof surface

The strongest signal is still the writing, but the projects and about pages should now route readers to the right proof faster.

A few recurring themes

The topics vary, but they tend to come back to a similar set of questions about systems, decisions, and the way real work unfolds.
Not categories so much as things I keep circling back to.

Product, platform, and the tension between them

I’m interested in the places where architectural choices, product direction, and adoption reality start affecting each other in visible ways, especially when leadership has to make the sequencing legible to the business.

Execution under uncertainty

A lot of meaningful work is less about certainty than sequencing, trust, and figuring out how to move without pretending the ambiguity is gone.

Leadership without too much theater

I like practical questions about clarity, responsibility, recovery, and how teams actually regain traction when things drift, because that is where senior leadership becomes measurable.

AI as a useful tool, not a substitute for judgment

These tools are changing the shape of the work, but not eliminating the need for taste, accountability, and careful review. Good use should raise decision quality, not just output volume.

Fast paths for hiring readers

The site is broad by design, but the strongest role-fit signal is concentrated in a few places. Start here if you are evaluating principal/staff product-platform, AI/devtools, or senior engineering leadership fit.
A shorter route through the proof surface.
Product-platform proof

Architecture, roadmap, and delivery reality

Essays on making technical strategy legible under product pressure: platform investment, roadmap sequencing, adoption risk, and the operating model behind the architecture.
Writing
AI/devtools proof

Agent workflows without borrowed accountability

A calm route through the AI/agent writing: what tools change, what they do not change, and why leverage still depends on framing, review, taste, and responsibility.
Writing
Selected work

Systems, repos, and maintained proof

A compact project surface connecting public repos, private builds described at the right altitude, writing systems, and proof that the work is maintained rather than merely announced.
Projects

Selected work

A few longer-running pieces of work that connect the writing to actual systems, public artifacts, product-platform decisions, and execution patterns.
Proof of operating shape, not launch theater.

AI tooling and agent infrastructure

Public and local projects around skill bundles, MCP servers, personal assistants, durable state, and bounded operating loops: the kind of work where tools only become useful once permissions, state, review, and repeatability are explicit.

Current product builds

Captain Calico, Shepherd Online Homeschool, and an automated trading platform: real systems with repos, workflows, verification, and product constraints, described carefully where public links are not ready.

Most of the interesting questions start once the clean abstractions run into real people, real constraints, and the need to choose a direction anyway.