CTO at Personize.ai

I build AI products for the enterprise.

What I'm learning, in the open.

PaperGoverned Memory, arXiv 2603.17787

The playbook

How I build software with AI agents

AI agents do most of our development. A few of us plan and supervise; every change is independently reviewed and tested. The goal: the output of a team ten times our size, without giving up quality, reliability or scale.

Who it's for

  • CTOs
  • Founders
  • Engineering leads
  • Product managers
  • Developers

$16.38 → $5.30 per task, coordination included

Read it in 4 minutes

The handbook · 22 chapters · 11 team playbooks

The AI Personalization Handbook

I've built data and AI systems that personalize experiences at scale. Personalization wins and keeps customers, yet few teams manage to build it. This handbook closes that gap: the concepts, techniques and working solutions, and how to deploy and run them.

Who it's for

  • CEOs
  • CMOs
  • CPOs
  • CROs
  • Customer-facing teams
Start reading

Artwork

Drawings

Pastel, ink and charcoal.
See the drawings
Four expressive portraits combining loose ink, blue pastel, orange wash and a warm pastel smile

Writing

Notes from building

All writing (68)
  1. Deep Dive

    How I Build an Enterprise Personalization Engine That Can Be Trusted at Scale
  2. Deep Dive

    Enterprise-grade accurate personalization at scale
  3. Deep Dive

    Why Coding Agents Forget, and What a Real Memory Layer Must Do
  4. Deep Dive

    Modeling the World for Agents

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