Engineering notes, market commentary, and the occasional letter to clients.
Engineering
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15 May 2026
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8 min read
How we reduced execution latency from 280ms to 184ms
When we started, our median execution latency was around 280ms. Most clients wouldn’t notice — but on volatile crypto pairs the slippage cost real money. Here’s what we changed, and the surprising bottleneck we found.
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Research
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2 May 2026
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12 min read
Why we don’t use VaR (and what we use instead)
Value-at-Risk has been the industry standard since the 1990s. It also famously failed in 2008. We explain why our risk framework treats tail risk and conditional risk as first-class concerns, not afterthoughts.
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Letter
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18 April 2026
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5 min read
A letter on humility (Q1 2026)
Our Q1 returns lagged the benchmark by 0.4%. Here’s exactly why, what we changed, and what we didn’t — including the trade we explicitly chose not to take.
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Product
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1 April 2026
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6 min read
Designing reports people actually read
Most investment statements are designed for the company that issues them, not the client who reads them. Notes from a year of redesigning ours, and the dumb mistakes we made along the way.
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