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Our thinking, on paper.

Our methodology, our engineering decisions, our market observations. Updated quarterly, without marketing language, with full technical depth.

Recent editions

May 2026
Structural shifts in S&P 500 liquidity windows
A close look at how the timing of the primary listing exchange liquidity has shifted post-2024 reforms — with implications for our execution engine. ~12 min read
April 2026
Three years of attribution reporting: what we learned
An honest retrospective: which design decisions resonated with real subscriber accounts — and which did not. ~9 min read
March 2026
Algorithmic execution on major indices
Structural quirks of North American markets — lower session liquidity, tight order books, regional holiday calendars — and how our engine handles them. ~15 min read
February 2026
Engineering retrospective: migrating to model architecture v9.3
A full journal of engineering decisions, rollbacks, and ultimate lessons learned from migrating the attribution layer from v9.2 to v9.3. ~18 min read
January 2026
Crypto custody under MiCA (EU): practical implications for global retail investors
How the EU Markets in Crypto-Assets regulation has changed institutional custody practice — with detailed implications for global retail investors. ~14 min read
December 2025
The role of the named human advisor
Why we still need human advisors on an algorithmic execution platform — an attempt at an answer drawn from three years of data and subscriber conversations. ~11 min read

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