Essays on crypto fund accounting, NAV, market making, arbitrage and risk, written before the outcome.
Not a news feed - a living archive, written by the people building the system, of how protection, NAV, capacity and risk actually work. Plain language, real math, no gloss - plus a monthly read on the market itself.
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8 sections, one conviction underneath: good accounting first. A volume is as thick as the section is deep.
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Browse by section
8 sections, one conviction underneath: good accounting first.
Whose Money Is the Hedge?
An investor in Core funds none of the running of the hedge and bears all of its economics. Those two statements sound like they cannot both be true, so here is the whole mechanism: what the overlay is, who posts the $2,803,985 of collateral and which $285,187 of it is inherited investor money, what happens every minute, what happens at midnight, how each account's share is computed, and what four sealed days of it actually cost, including the day the mirror let 5.4% through.
Red Days
In the four sessions the market rallied hardest, our strategy had its three worst days in coins. The dollar curve rose 15% through them. Both are true. This is the piece where we let the prosecution speak first - the fee line, the small books, the hedge that burned, the numbers we had to correct - and then answer, in order, without asking to be believed.
Funds Don't Die From Markets. They Die From Architecture.
In almost every major fund collapse, the market move that triggered it was ordinary - well inside historical norms. What failed was not the forecast. It was the architecture's response to a normal move. This is the structural case for why funds die, the five ways they die, and what it actually takes to survive - argued from the record, and tested against one stressed month of our own ledger.
The Selloff Our Weather Didn't See
SOL fell about 13% in three days and the book barely moved. The obvious explanation - our Liquidity Weather signal - turns out to be wrong: it stayed green the whole way down. This is the investigation into what really protected the capital, proven from the ledger, and the architecture gap it exposed.
Why SLVCE Exists
SLVCE did not start with a strategy. It started with a question I could never get a straight answer to - how do you know the number is true? This is the founding letter.
How We Calculate NAV - The Methodology
NAV per unit is the number we ask you to judge us by - so you are entitled to the full recipe, not a "proprietary methodology" hand-wave. Here is exactly where it could be gamed, how it is built, marked, reconciled, and what it deliberately excludes.
Why NAV Matters More Than Balance
Balance answers "how much is in the account." NAV per unit answers "how good is the fund." They are different questions, and confusing them is the most common mistake investors make.
Everything That Can Go Wrong
Every fund has a risk section. Almost none are meant to be read - they exist to satisfy a lawyer, not to inform you. This is the opposite: the full list of ways this book can break, what protects you in each case, and the column nobody writes - what doesn't.
Why New Investors Don't Dilute Existing Ones
You own 10% of a fund. A new investor arrives with twice your money. Does your slice get diluted? No - and the reason why is the difference between a fund and a company.
How You Can Verify Us
Trust is what you fall back on when you cannot verify. The goal of this whole section is to leave you needing as little of it as possible - so here is the honest map: what you can check today, what you cannot check yet, and what we want to make verifiable next.
What Is First-Loss Capital
Every fund claims its interests are aligned with yours. Alignment is easy to say and hard to verify. First-loss capital is what that promise looks like once it's written into the accounting - the manager loses first, by structure, not by character.
What We Charge - The Whole Bill
Every fee answers one question - when does the manager get paid? Ours is a thin 1% management fee and a performance fee that only bites above your high-water mark - 25% of new profit, 50% on the part above a 20% year. Here is the whole machine, what it pays us to care about, and the arithmetic over a full cycle.
Why We Pay To Lose Less
Everyone wants protection. Nobody wants to pay for it. Those turn out to be the same thing. This is the honest trade - give up a little upside in calm markets to avoid the kind of drawdown you don't come back from.
How We Report Returns
The same book over the same year can be honestly reported as a dozen different "returns" - and the trick was never lying, it was choosing. Here is exactly how we compute the number, which conventions we hold to, and which industry-favourite flatteries we won't touch.
Why We Don't Predict Markets
Every fund sells you a market view. Forecasts are opinions about the future; conditions are facts about the present. We don't predict the storm - we read the barometer and dress for it.
What We Don't Measure
A metric is a lens - sharp on the one thing it's pointed at, blind to everything beside it. NAV can't see the path it took. Attribution can't tell luck from skill. None of our numbers can see the future, where the only risk that matters lives. So here is the inventory nobody publishes: what each of our numbers misses.
Where Return Actually Comes From
Ask most funds where the return comes from and you get a shrug called "proprietary" or a word that means nothing - "alpha." Here's the honest answer: a stack of small, measurable edges, and not a black box in sight.
Why Drawdown Is More Important Than APR
APR is the number everyone advertises. Drawdown is the number that decides whether you're still invested when the APR finally arrives. They are not the same, and the gap between them is where most investors lose money.
Why Most Track Records Are Fiction
A clean, rising track record is the most trusted number in finance - and the easiest one to manufacture. Survivorship, backtests, cherry-picked start dates, gross-of-fees: here's how the fiction gets built, and what actually proves skill.
Why Yield Is Not Alpha
Yield is what you're quoted. Alpha is what survives impermanent loss, adverse selection, fees, token inflation and the cost of not blowing up. The gap between the two is where most crypto returns quietly die.
Why Capacity Matters
"It scales" is the most expensive illusion in asset management. Every edge has a ceiling, and past it each new dollar quietly destroys the return for everyone already in. Capacity discipline is the line between a strategy and an asset-gathering business.
Why Diversification Is Not BTC + ETH
A "diversified" crypto portfolio is usually one bet wearing four tickers. Diversification isn't a count of coins - it's uncorrelated sources of return. And in crypto, correlation goes to 1 exactly when you needed it not to.
Why Volatility Is Not Risk
Volatility measures how much a price wiggles. Risk is the chance you don't get your money back. The two are not the same axis - and confusing them is why the smoothest-looking return streams are so often the most dangerous, and why a bumpy one can be perfectly safe.
Liquidity Is a Loan
Every position you hold is priced on the assumption that you can exit it. That assumption is not a property of the asset - it is a loan from strangers, extended in calm weather and callable at will. On depth, spreads as interest, executable NAV, forty years of the same crisis, and what changes once you see it.
The Barrel Behind Bitcoin
Bitcoin is waiting on the CLARITY Act. The bond market is watching Brent near $108, a ten-year yield above 5% and a Fed poll that has moved to a hike. The law changes the asset. Oil changes the discount rate. Over short horizons, the discount rate usually gets the first vote.
The Apolitical Asset
The founding promise of crypto was neutrality - money outside any state's reach. A decade later it sits inside sanctions, reserve strategy and dollar power. This is an essay about that reversal, and about the more expensive mistake it hides: believing that because crypto is now geopolitical, you can trade the geopolitics. The stronger claim is that geopolitics is not a trading signal at all. It is a market-state transition.
"The Print, Issue 00 is out"
"Thirteen essays on liquidity, volatility, sanctions, gold and the half-life of every edge; one measured chart; two dissents; a page of house rules. 37 pages, free."
The Week We Lost Money and the Account Went Up
In the last week of August, SOL rose about 7%. Over the same week our return engine lost money - three red days in a row. And yet every account's dollar value ended the week higher. This is the log entry for that week, and the one distinction that keeps a gift from being mistaken for a skill.
"July 2026: The Recovery Skipped Solana"
Price recovered. Market quality didn't. That single divergence is July. Ether added 24% and Bitcoin 12% in near-straight lines while SOL popped to $84, round-tripped, and finished up 4% - a 16% range that netted almost nothing. Underneath the recovery, the reward for providing liquidity thinned every week. Two things carried the book anyway: a mix that finally had a month to matter, and SOL's chop, which pays a market-neutral engine to stand still. A layered read, including the headwind we can't spin.
When Liquidity Moves, Execution Has to Follow
A market-making book cannot honestly turn over more volume than the venue it trades on. Liquidity did not vanish this year - it moved house: within Solana, Bitcoin flow consolidated from WBTC into cbBTC, and in aggregate the depth sits on centralized books. Sizing against where it used to live would not be loyalty. It would be bad accounting.
Introducing SLVCE
Most investment products start with return and add accounting later. We started with accounting and made return fit inside it. Today all of it - engine, protection, ledger, surfaces - began reading from a single source of truth. That's what shipped.
"June 2026: The Plumbing Healed Before the Price Did"
SOL fell 27% in June and BTC nearly 20%. But inside our engine, market quality - fill toxicity, mark-out, spreads, rejections, capacity - bottomed on the crash day and healed back to its best of the quarter while the price was still down. A full, layered read of the month from the telemetry, including what we got wrong.
Roadmap 2026-2027
A roadmap is only real if failure is possible. So this one separates the goals the market gets a vote on from the ones only we control, names dates and numbers we can be caught missing, and commits to publishing the misses. It is less a product plan than a year of accountability you can hold us to.
"Start Here: How to Read This Journal"
This Journal is not a feed to skim - it's an argument, built in layers. Here is the order we'd read it in, with the five or six pieces that matter most, so the whole system clicks into place instead of arriving as scattered articles.
The Architecture Behind SLVCE
Most funds start with performance and add accounting. We did it the other way round - an append-only ledger, hourly invariants, a kill-switch on every moving part. Here is the shape of it, and why the shape is the point.
Why NAV Was Up While SOL Was Down
In six days in early June, SOL fell about 24%. Over the same six days, the trading book made money every single day. This is the log entry for that week - and the one number it quietly proves.
The Day the Hedge Did Nothing
On 17 May, anyone watching saw SOL down 12% on the week and the protection line flat. This is the log entry for that morning - the event, the cause, and the decision the system made, which was to do nothing.
Why Hedge Can Lose Money
A hedge is insurance, and insurance has a premium. In calm markets it loses small amounts on purpose. Understanding that is the difference between trusting it and panicking at it.