Insights
Execution notes for serious operators
Short, direct perspectives on delivery, leadership, AI adoption, and diligence—written to be used, not bookmarked.
2025-03-24
How to evaluate whether AI integration is worth it
A sober ROI frame: unit economics, failure modes, maintenance cost, and the kill criteria that keep AI bets honest.
2025-03-20
How to fix slow software delivery
From symptom to root cause: throughput, rework, ownership, and architecture constraints—and the sequence that improves dates without burning out the team.
2025-03-12
Engineering due diligence before acquisition
What buyers actually probe in build quality, scalability, and key-person risk—and how sellers can prepare without turning diligence into a science project.
2025-03-01
Responsible AI development for growing companies
Governance without gridlock: data handling, evaluation, rollback, and ownership patterns that let you ship AI-backed product without betting the brand.
2025-02-18
How to adopt AI in internal operations
Skip the pilot graveyard: pick workflows with measurable lift, clean data boundaries, and owners who will run the system after the demo ends.
2025-02-03
When to hire a fractional CTO
A practical decision lens for founders and COOs: what fractional leadership solves, what it does not, and how to scope the role so it compounds.
2025-01-15
Signs your engineering team is blocking growth
How to tell when delivery, quality, or leadership gaps are the real ceiling on revenue and product—not market fit.