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Essays & Insights

Writing

Thoughts on engineering leadership, scaling organizations, AI & LLM infrastructure, Web3, and the craft of building technology at scale.

Articles

14 min

The Technology Stack Behind Modern iGaming & Prediction Markets

How real-time wagering platforms, prediction markets, and sportsbooks are built — from odds engines to settlement systems.

11 min

Why iGaming Startups Need a Fractional CTO

iGaming startups face unique technical challenges — real-time systems, regulatory compliance, and player trust. Here's when a fractional CTO makes sense.

12 min

Scaling Engineering Teams from 4 to 90+

The inflection points, org design decisions, and leadership shifts that actually matter when growing an engineering organization.

11 min

The Fractional CTO Playbook

When it makes sense, engagement models, and how to get executive-caliber engineering leadership without full-time overhead.

13 min

Building AI/LLM Infrastructure at Scale

Lessons from building AI foundations at Amazon and applying infrastructure-first thinking to today's LLM landscape.

12 min

Engineering Leadership in Web3

What changes and what stays the same when leading engineering in decentralized ecosystems — from Chainlink to Sky Mavis.

11 min

From Founding Engineer to Head of Engineering

The identity shifts from writing the first line of code at Caffeine.tv to leading the entire engineering function through Series D.

13 min

Technical Due Diligence for Investors

A framework for evaluating engineering teams, architecture, and technical risk during investment diligence.

More coming soon

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