Accelerate
Research-backed metrics and practices for software delivery performance.
Welcome
I lead engineering teams that ship ambitious products without trading away reliability, clarity, or craft.
I build software organizations where product velocity and technical quality reinforce each other. My work sits at the intersection of engineering leadership, systems design, and practical AI delivery.
On this site, I share:
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Research-backed metrics and practices for software delivery performance.
A delivery method that reduces churn by shaping work before teams commit.
A practical playbook for product teams that discover and deliver meaningful outcomes.
Improve reliability and morale with clear escalation boundaries and learning loops.
A practical RFC structure that increases decision speed and reduces churn.
Internal platforms perform best when they are run with product discipline.
Matching engine that pairs engineers with mentors based on goals and growth vectors.
Operational handbook engine for fast-growing engineering teams.
Logistics optimization engine for same-day delivery planning.
A repeatable writing process that improves technical clarity and team alignment.
Building mentorship systems that raise team capability over time.
How to structure product and engineering loops for fast learning without chaos.
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