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The real mechanics.
We write the way we build — no hype, no signal-guru theatre. What actually breaks, what we measured, and what we changed in the loop because of it.
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2026-03-28 · engineering
Why your RSI divergence alert fires at the worst possible time
Retail RSI divergence signals have a systemic timing bias. Here's what we changed in the loop — and why the fix took three months.
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2026-03-12 · risk
The four kinds of liquidation, and how to budget for each
Margin call, cascade, funding bleed, and the one nobody talks about. A user-facing breakdown of the L1–L4 response system.
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2026-02-24 · market structure
Whale vaults on Hyperliquid — reading forced flow, not transfer prints
On-chain whale transfer prints are noise. Whale vaults — with their exact open positions, leverage and liquidation prices — are forced-flow intel.
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2026-02-05 · psychology
Anti-tilt is the only alpha nobody wants to hear about
Our users' biggest PnL leak isn't strategy. It's the 40 minutes between a stop-out and the revenge trade.
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