INSIGHTS
Insights
Research and working notes on on-chain liquidity, RWA market structure, and vault strategy design.
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How to launch a DeFi token
Pool setup, day-one depth, price defense, and protocol-owned reserves, from Amplifi's launch playbook.
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Spot liquidity is RWA infrastructure
Why NAV-tracked spot markets are the primitive tokenized real-world assets need.
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How to diversify a DAO treasury without selling pressure
Programmatic conversion through ask-side liquidity, not market sells.
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What is single-sided liquidity and how do single-sided vaults work?
How a one-token deposit becomes a managed concentrated liquidity position.
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Best DEX liquidity managers for protocols
Self-serve platforms, strategy templates, and mandated operators, compared.
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How much liquidity does a token launch need?
Size depth against unlocked sell-side supply, not market cap.
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How to launch a token without a CEX listing
DEX-first pool structure, aggregator routing, and active range management.
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Protocol-owned liquidity: how to set it up
Fund it, manage it, keep it non-custodial.
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How to convert treasury tokens to stablecoins onchain
Maker-side conversion versus TWAP selling and OTC blocks.
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How to put idle governance tokens to work
Single-sided vaults that deepen the market, earn fees, and diversify the treasury.
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Non-custodial treasury management for DAOs
How vault architecture separates strategy from custody.
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How to launch liquidity for a yield-bearing stablecoin
NAV-centered ranges, mint/redeem rebalancing, and dynamic fees.
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What is NAV-tracked liquidity?
LP ranges centered on net asset value, for assets with an observable fair value.
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How RWAs get lending-protocol listings
Liquidation-grade DEX depth, NAV-tracked positions, and mint/redeem backstops.
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Stablecoin peg liquidity management
Median-peg centering and maintenance radius.
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Concentrated liquidity management services: what they do
Range setting, rebalancing, inventory policy, and how operators charge.
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Case study: diversifying a $2M treasury at 0.32% from spot
A single-sided unwind that rotated a token treasury into ETH, USDC, and WETH on-chain, with no market sells.