Insights
Writing from the work, not from a content calendar.
Short pieces on the decisions we see repeat: what to produce, what to measure, and what to leave alone. A CMS can replace this list later without changing the page.
12 March 2026
AI economics
$200 a seat vs. raw tokens: do the arbitrage math
Most teams buy seats by default and tokens never. The right answer is a workload model — and it usually splits by team.
7 min read
2 February 2026
Agent systems
MCP token sprawl: the bill that surprises everyone
One agent calling tools in a loop can spend more over a weekend than its team does all quarter. Caps and state checks are the fix.
6 min read
19 January 2026
Pricing
Defending 80% margins from your heaviest users
One power user can erase the margin of a hundred. Price the usage curve before it prices you.
8 min read
8 December 2025
Founder notes
From audit rooms to agent fleets: why a CA runs AI systems
A decade in audit and tax reads like a different career. Governing systems that spend real money, it is the same job.
5 min read
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