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There is no cash here. Only cash-shaped tokens.

9 Sept 20264 min readFoundationsKoryu Research

This is an explainer of an instrument class. It endorses no specific stablecoin. Nothing here is investment advice. Decisions are yours.

A stablecoin is a token engineered to hold a fixed value, almost always one US dollar. It is the cash leg of the entire crypto market: the quote asset most pairs price against, the parking spot capital flees to, and the settlement rail between venues. Every systematic strategy here is implicitly long or flat against stablecoins.

Three designs, three trust models

Fiat-backed stables, the giants, hold reserves off-chain: dollars, treasuries, and equivalents at custodians, with the token as a redeemable claim. Their trust model is corporate and legal, closer to a money-market note than to crypto: you trust the issuer's balance sheet and the auditors attesting it. Crypto-collateralized stables lock volatile crypto as over-collateral in smart contracts, defending the peg with margin calls on themselves; the trust model is code plus the collateral's behavior in a crash. Algorithmic stables promised a third way, a peg held by mint-and-burn arbitrage against a sister token with no full backing, and the largest of them delivered the market's definitive counterexample in May 2022, collapsing from tens of billions to effectively zero in days. The depeg piece carries the full account. The design taxonomy is worth memorizing because peg failures inherit their shape from it: fiat-backed stables wobble on reserve doubt, collateralized ones on collateral crashes, algorithmic ones on reflexive runs.

The cash leg job

Crypto has no brokerage cash account. A trader stepping out of the market does not receive dollars, they receive a dollar-shaped token, which makes stablecoins the risk-off destination by construction. This is not a detail; it is the product identity of this site's regime work. When the dial described in the regime-dial methodology reads RISK-OFF, the operational meaning of that state for a systematic participant is: in stables, not in volatility. The entire discipline this library argues for, stepping aside during the destructive stretches the drawdown history counts, cashes out (literally) into a stablecoin balance. Which means the instrument's own risk is the risk-off strategy's hidden leg: being "safe" in a token that can break is a position, not an absence of one.

The reserve-trust history, stated plainly

The largest stablecoin's history includes years of disputed reserve disclosures and regulatory settlements over them: state and federal actions in 2021 resolved with fines and mandated transparency reporting, after findings that reserves had not always been what public statements implied. The market's response is instructive in both directions: the token kept its dominance, because liquidity network effects forgive nearly everything, and yet every stress episode still produces a discount as traders rediscover the question. The second-largest stable demonstrated the opposite failure surface in March 2023: transparent, regulated, reserve-audited, and still briefly below ninety cents when a chunk of its cash sat in a failing bank over a weekend. The honest synthesis: no stablecoin is riskless, they are differently risky, and the differences are exactly the design taxonomy above. Distributing the cash leg across designs takes the heat logic of position sizing and applies it to the "safe" side of the book.

The measurement consequences

Two, both structural. First, quote-asset contamination: because most liquid pairs price against a stablecoin rather than dollars, every chart, backtest, and board built on those pairs inherits the stable's own wobbles, and a depeg prints phantom moves on every asset at once: a measurement problem, not a market move. Our universe rules pin our own conventions to stablecoin-quoted pairs, a disclosed simplification that holds precisely as well as the peg does. Second, stables as a sentiment gauge: aggregate stablecoin supply and its movement between exchanges function as the market's dry powder metric, and premiums or discounts on specific stables during stress are among the most honest fear readings available, because people pay them with real money rather than survey answers. The cash leg, watched properly, is itself a market signal. Decisions are yours.

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Frequently asked

What is a stablecoin?

A token engineered to hold a fixed value, almost always one US dollar. Stables are the market's cash leg: the quote asset most pairs price against, the destination capital flees to in stress, and the settlement rail between venues.

What are the main stablecoin designs?

Fiat-backed (off-chain reserves, corporate-legal trust model), crypto-collateralized (over-collateralized smart contracts, trust in code plus collateral behavior), and algorithmic (peg held by arbitrage against a sister token). Each fails along its own axis: reserve doubt, collateral crashes, reflexive runs.

Are stablecoins safe?

Differently risky, not riskless. The largest stable carries years of disputed reserve history resolved in regulatory settlements; the most transparent one still spent a March 2023 weekend below ninety cents when reserve cash sat in a failed bank. Design determines the failure surface.

Why do stablecoins matter to a systematic strategy?

Because risk-off IS a stablecoin position: crypto has no brokerage cash account, so stepping aside means holding a dollar-shaped token with its own failure modes. The safe side of the book deserves the same concentration arithmetic as the risk side.

How do stablecoins affect charts and backtests?

Most pairs are stable-quoted, so every chart and board inherits the quote asset's wobbles: a depeg prints phantom moves marketwide. Our monitor's stable-quoted convention is a disclosed simplification that holds exactly as well as the peg does.