The field report.

I'm Writing a Series. Here's What It's About.

Why I am writing about building a suite of AI co-workers in public — what the series covers and who it is for.

First published on Substack

From Embedded Systems to AI-Native: Why Microscale Is Betting the Company on LLMs

Why an embedded systems company bet on LLMs: a raise, a new tax regime, and accounting software that was never built for business owners.

First published on Substack

Vibe Coding with Claude Code: What a Year Inside the Loop Taught Me

What shipping production software almost entirely through AI coding agents actually looks like — and the rules I now refuse to break.

The Five Architectures I Threw Away Before Clerk Worked

The monolith, the wrappers, the Accounting OS refactor, the dual-agent system, the clean rebuild — and what each one cost to learn.

The Accidental Product: How Clerk Was Born From Scratching My Own Itch

How an internal tool becomes a company, and the specific kind of feedback loop you only get from building for yourself first.

Clerk Is Not an Accounting App — It's the First Module of a Business Operating System

The business thesis: accounting was the first module, not the product. What a suite of AI co-workers sharing one memory actually changes.

How to Design AI-Native Software: Three Rules I Refuse to Break

Three rules for designing software where the model is the product, not a feature bolted onto the corner of one.

Our First Reseller: How a British Company Found Clerk and What the UK Deal Looks Like

How a deal that died two years ago came back as a UK reseller partnership — and what it taught me about product versus platform.

Help Me Build This: An Open Call for the Founding Team

An open call for the founding team: who I am hiring in Nigeria, what the work is, and what the trade looks like.