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Research Desk

Market structure, execution, and the flow behind the move.

Read the thinking behind Leap: execution quality, perp positioning, market structure, and what sharp traders actually watch.

Why onchain order flow is starting to look institutional

Market structure

Why onchain order flow is starting to look institutional

Onchain markets are no longer just a speed test for retail speculation. Depth, transparency, and programmable execution are starting to attract the kinds of workflows once reserved for centralized desks.

Jul 12, 2026 - 8 min readRead article >
What traders actually mean when they ask for cleaner execution

Execution

What traders actually mean when they ask for cleaner execution

Clean execution is not a vague aesthetic preference. It is a stack of small frictions removed from the exact moment a trader needs to act.

Jul 10, 2026 - 6 min readRead article >
Perp liquidity, positioning, and where conviction is building

Perps

Perp liquidity, positioning, and where conviction is building

Perp markets reveal more than directional bets. They show where traders are willing to lean, defend, and re-enter with size.

Jul 8, 2026 - 7 min readRead article >
How to read open interest without confusing leverage for edge

Research

How to read open interest without confusing leverage for edge

Open interest can tell you whether new risk is entering the market. It cannot tell you whether that risk is smart, durable, or likely to survive the next sharp move.

Jul 6, 2026 - 5 min readRead article >