The lab notebook

Writing.

We write the argument before we build the product. These are the arguments.

Jun 2026 · 12 min
22Your NGO Is Illegal and That Is Not Your Fault
Kenya's civil society compliance gap is not a story about organisations evading registration. It is a story about a registration system designed for organisations with lawyers — and what changes when the infrastructure to navigate it finally exists.
May 2026 · 14 min
16Africa's Regulatory Failure Is Not a Law Problem
The PBO Act 2013 is better legislation than what it replaced in almost every respect. Registration rates did not meaningfully improve after it passed. The failure mode in African regulatory reform is almost never the quality of the law. It is the absence of the translation layer that makes the law navigable.
May 2026 · 13 min
15Your Donor Is Now Your Regulator
International donors' due diligence requirements are producing compliance pressure the Kenyan state has never consistently applied. The organisations that cannot meet them are increasingly the ones doing the most essential ground-level work. Nobody designed this outcome. Understanding it is the first step to addressing it.
May 2026 · 11 min
14What a Language Model Finds When It Reads Your Constitution
The AI and law conversation is fixated on the hard problem — can AI reason about law? It has missed the tractable problem that is already solved: can AI read a document against a specific checklist and identify gaps? The answer is yes. This is what PBOMaster does, and what it finds.
May 2026 · 13 min
13Kenya's PBO Act Is Finally in Force After a Decade. Most Organisations Still Cannot Comply.
The PBO Act's requirements are not unreasonable. They are inaccessible. This essay walks through what compliance actually demands — clause by clause — and explains why the gap between what the law requires and what a typical CBO has is structural, not intentional.
Apr 2026 · 18 min
8Procuring the Unspecifiable: Why Institutional Software Procurement Is Broken in Kenya
Kenya's PPADA 2015 treats software like office furniture — specifiable in advance, comparable by price, deliverable on a fixed date. The result is a predictable cycle of failed systems, vendor capture, and fraud-enabling infrastructure. This essay argues for reconceptualising software as a distinct category of public acquisition.
Mar 2026 · 9 min
5Democracy Is Infrastructure
We talk about democracy as values and ideals. But in practice, democracy is what runs on the infrastructure. When the infrastructure is a WhatsApp group, the democracy is whatever fits in one.
Feb 2026 · 10 min
3What Happens When Institutions Can Finally See Themselves
A utility that can see its own operations in real time. A constituency office that knows the status of every case. What changes when Africa's institutions can finally see themselves?