The Ledger
Notes on building · Brampton, ON
Occasional writing on software, AI, money and the business of making things alone.
Latest
Building
Shipping AI products solo, without shipping slop
Four years of building client work alone taught me that the bottleneck is never the model — it is the decisions you refuse to make.
August 7, 2026 · 6 min
BuildingThe Toronto tech tax
Everyone talks about the salary gap. Nobody talks about what building from here actually gives you.
July 30, 2026 · 4 min
BuildingWhat I actually charge for
A breakdown of where the hours go on a typical build — and why the deposit exists.
July 17, 2026 · 5 min