doctrine.work
Writing

Beneath the surface of technology.

I write to untangle complexity. Most of what I publish sits at the level of systems, incentives, and institutions — and why well-intentioned ideas fail when they collide with real-world constraints.

Current Work

The Agentic Manifesto

Ten essays on the structural failure modes of AI-first organizations — not the technology, but the organizational, economic, and governance consequences of deploying probabilistic systems inside deterministic structures.

Ten-Essay Field Guide · 2026
The Agentic Manifesto
The demo works. The organization isn't ready for it. This series examines why — across economics, governance, talent, architecture, and the four domains that remain permanently human.
Read the full Manifesto →
+ six more essays · Read the full Manifesto →

Foundational Essays

Earlier writing — same lens, different moments.

These pieces span different industries and periods. They're unified by a single question: why does technically sound innovation so often fail to change outcomes?

What Ties This Together

The consistent argument across all of it
From decentralization to payments to agentic AI — the argument is always the same: technology does not change outcomes by itself. Systems, incentives, and institutions do.

The frameworks I publish today are not a departure from this earlier writing — they are its inevitable continuation, applied to the specific structural pressures that agentic AI is creating inside organizations right now.

These essays describe the structural failure modes. The engagements are built to diagnose and fix them.

See how an engagement works →

The framework in full.

Ten essays on the organizational reckoning caused by AI — not the technology, but what it breaks.

Read the ManifestoSee How I Work →