The Operating System for the AI Era

Governance. Context. Control.

A body of work on how leaders build, govern, and orchestrate intelligent systems — from context engineering to agentic architectures to the transformation operating model.

The AI Executive's Handbook: Harnessing the Ungoverned Machine by Misha Sulpovar
The Discipline

The Framework

Four interconnected domains that define how organizations navigate the AI era. Each is a body of research, not just a topic.

Latest Research

Recent Work

An athlete in racing kit standing on a track beside officials in coats and high-visibility vests — the operator and the stewards, side by side

Athletes and Stewards

Most companies are arguing about whether to hire AI people or upskill domain people. There are two roles. And the second one — what most still call the domain expert — has quietly become a steward of the context the AI is actually reading from.

A figure standing on stacked, terraced platforms — layered structures rising into mist, illustrating abstraction layers in modern systems

If You're Abstracting Correctly, You Don't Feel Lost

The disorientation people feel right now isn't about pace. It's about being on the wrong layer for the problem — and forgetting that the wisdom for the right layer is older than most of us.

Four merged faces forming a single composite portrait, representing the four quotients — IQ, EQ, AQ, and CQ

The Four Quotients: Why IQ and EQ Aren't Enough Anymore

We grew up optimizing for IQ. Then EQ became the differentiator. The leaders who actually navigate the AI era are running on two more — AQ (adaptability) and CQ (curiosity).

A weekend build sprint — from whiteboard to shipped open source

A Year of Thinking, a Weekend of Building: How ContextNest Shipped

I spent a year writing about the context governance gap in enterprise AI. Then I had a window to do something about it. Here's what we built in 48 hours — and why it matters.

AI search results showing cited sources — the new battleground for visibility

GEO: How to Get Cited by AI (A Practitioner's Playbook)

SEO got you into ten blue links. GEO gets you into the answer. Here's what actually works — backed by research, tested in production.

A chess board symbolizing strategic thinking and the shift from control to value in AI-assisted development

Letting Go After Control: What Building a Chess Platform With AI Taught Me About Value

Reflecting on building a chess platform with AI reveals how software abundance shifts what matters from control and specification to judgment and value.

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Governance frameworks, agentic architecture patterns, and strategic implementation insights. For leaders building the AI era.