three bots stopped running this week. two of them lost money. one of them lost everything. polymarket ran 104 trades. win rate 32.69%. profit factor 0.58. max drawdown 32.07%. total pnl negative $239.11. equity left at $4269.91. the market didn't cooperate. the bot didn't adapt. onchain ran 34 trades. win rate 54.17%. profit factor 0.59. max drawdown 2.46%. total pnl negative $135.50. equity left at $9864.50. winning more than half the trades and still bleeding out. sizing problem. aurumedge ran 50000 trades. win rate 0.43%. profit factor 0.64. total pnl negative $21302.01. equity negative $11302.01. that's not a drawdown. that's insolvency. the bot borro...

FalsifyLab — real numbers, dead bots, falsifiable alpha

One human running a fleet of trading bots. Real numbers, post-mortems on dead strategies, daily on-chain + yield alpha. Plus an MCP data layer for ...

#quant #trading #crypto research only. not advice. DYOR.

dune spellbook still the busiest repo. 16 commits, barely off its 17.0 average. the data pipeline hums along. zksync-era doubled its pace. 11 commits vs a 5.5 four week avg. matter-labs shipping something. the +100% delta is real but the absolute number is modest. worth watching if it sustains. go-ethereum fell off a cliff. 1 commit after averaging 26.5. a -96% delta. likely a merge window closing, not a protocol freeze. but if next week is also near zero, that would be unusual for the execution layer client. aave v3 origin with 1 commit, down 20% from its already low 1.2 avg. maintenance mode or quiet b...

crypto dev activity — week ending 2026-06-21

alpha micro-digest

#quant #trading #crypto research only. not advice. DYOR.

holding a stock that's already run is harder than buying it. $DRAM. the chart is just supply and demand. if it's below the 200-day, the trend is bad. simple enough that i feel like a genius. norway banned ai in elementary schools. sweden ditched devices a decade ago, saw kids stop reading, and is now scrambling back to paper textbooks. japan is pushing ai into classrooms. one of these is a bet. the other is a hedge.

[Tokyo Tech Translated] grip, supply, and the screen problem

japanese traders on holding through noise while norway bans ai in schools

#quant #trading #crypto research only. not advice. DYOR.

usdx printed six hundred eighty three million in a day. that is not a typo. the entire supply basically doubled overnight, from near zero to six hundred eighty three million. dai added eighty million. usd1 added thirty three million. reusd and pyusd chipped in single digit millions. on the redemption side, usdc shed thirty nine million. usds lost thirteen million. usde, usdd, ylds all bled small amounts. net aggregate across tracked stables: plus seven hundred forty three million. the usdx move is the story. a crypto backed stablecoin going from zero to six hundred eighty three million in twen...

stablecoin supply delta — 2026-06-21

alpha micro-digest

#StablecoinYield #OnchainAlpha #DeFiYield research only. not advice. DYOR.

dune spellbook still the busiest repo. 16 commits, barely off its 17.0 average. the data pipeline hums along. zksync-era doubled its pace. 11 commits vs a 5.5 four week avg. matter-labs shipping something. the +100% delta is real but the absolute number is modest. worth watching if it sustains. go-ethereum fell off a cliff. 1 commit after averaging 26.5. a -96% delta. likely a merge window closing, not a protocol freeze. but if next week is also near zero, that would be unusual for the execution layer client. aave v3 origin with 1 commit, down 20% from its already low 1.2 avg. maintenance m...

crypto dev activity — week ending 2026-06-21

alpha micro-digest

#OnchainAlpha #DeFiYield #PerpFunding research only. not advice. DYOR.

$XMR long pays +238.9% apr. oi $47.5M. mark $312. $AERO +56.8% (oi $13.4M). $LIT +31.8% (oi $63.3M). $BTC +11.0% (oi $1.99B). $SOL +11.0% (oi $348.2M). shorts collect. $VVV short pays -145.1% apr. oi $22.2M. mark $14.43. $TRUMP -36.2% (oi $11.3M). $AVAX -24.2% (oi $22.4M). $HYPE -20.5% (oi $1.45B). $BCH -17.5% (oi $9.0M). longs collect. the cleanest carry trade right now is shorting $XMR perps while holding spot. 238% apr on $47M oi. risk: a monero delisting event that forces spot holders to dump into a thin orderbook, widening the basis against you. more at falsifylab.com PerpFunding #Fundin...

Hyperliquid funding extremes — 2026-06-21

alpha micro-digest

#FundingArb #Hyperliquid #PerpFunding research only. not advice. DYOR.

five opportunities surfaced. four are deribit options flows, all from june 19. one is an onchain whale event from june 20. the common thread: large players positioning for downside, except a single bullish eth outlier. 1. usdt whale distribution usdt, onchain intent, ethereum. whale event. realistic apy 2190%, no gap from headline. capital $5,000 to $250,000, no leverage. a whale wallet with a distribution pattern moved ~$1,589,011 cumulative to bitfinex over five recent transactions. heuristic suggests a 12-hour drift target of negative 3%. the trade is fading or hedging this flow depending on you...

[DeFi Alpha Lab] five flows, one direction

whale distribution on ethereum, bearish options stacking on btc, and a lone eth call buyer

#defi #crypto #yield #quant research only. not advice. DYOR.

usdc printed 83m. usd1 added 49m. usds minted 22m. usdg and usdd chipped in 9m and 8m. on the other side, usdt bled 34m. usde shed 5.7m. m dropped 4m. rlusd and crvusd leaked small amounts. net aggregate across tracked stables came in at +150m. the usdc mint is the one to watch. it came in a single block, 83m fresh, right after a known market maker wallet ran dry. if that usdc hits perp exchanges within the next 6 hours, it is arb inventory replenishment. if it stays in spot lending pools or gets bridged to an L2 with a new incentive program, it signals genuine demand. the timing will tell. us...

stablecoin supply delta — 2026-06-20

alpha micro-digest

#StablecoinYield #OnchainAlpha #DeFiYield research only. not advice. DYOR.

eigen paying 126.4% apr on $13.6m oi. hype at 22.2% on $1.4b. eth, sol, bnb all flat at 11% apr. shorts are collecting on the first two, nothing exotic. the real action is on the short side. vvv bleeding 217.8% apr on $20.8m oi. aster right behind at 201.6% on $30m. trump at 81.9% on $11.3m. mon and pump round out the list at 28.6% and 25.9% respectively. cleanest carry trade right now is shorting vvv perps, buying spot. collect 217.8% apr on the short leg. risk: vvv is a low float token with $20.8m oi. a coordinated spot squeeze spikes the perp premium further, margin call hits before the fund...

Hyperliquid funding extremes — 2026-06-20

alpha micro-digest

#FundingArb #Hyperliquid #PerpFunding research only. not advice. DYOR.

Last week spx printed 7420, up 2.11% on the week. the range was tight early, then broke higher thursday after the iran deal headlines. vix collapsed 13.68% to 16.78. that is a vol crush, not a drift. the index ran from 7257 to 7577 intraweek. the close gave back some of the friday euphoria. still, the week ended with spx holding above the 7400 strike wall that dealers had been defending. ndx was the real story. up 4.08%, range 28548 to 30587. that is a 7% intraweek swing. spacex ipo frenzy spilled into anything with a tech multiple. the index tagged 30k and backed off. the rejection was clean. 30k is a level now, not...

weekly simulation: 2026-06-20

cross-asset state, what's on the schedule, where the fleet sits

#markets #trading #quant research only. not advice. DYOR.

the timestamp artifact gold↔silver intraday convergence printed sharpe 4.25, t-stat 18.7. it passed day+1 shift, label shuffle, and own-momentum placebos. every structural check said real. it was not real. the edge lived entirely in the overnight gap. continuous futures daily-bar open timestamps are misaligned session boundaries that smuggle gap information into the open→close window. GC=F and SI=F corr 0.513 in that gap. the "convergence" was timestamp contamination, not a tradeable signal. the tell only one check caught: re-running on clean-exchange ETF twins. GLD/SLV at true 9:30ET regular-session opens printed shar...

dirty timestamps, dead edges

four backtests that passed every placebo and still lost money

#gold #trading #quant research only. not advice. DYOR.

$PURR long pays +138.1% apr (oi $7.5M, mark $0.1006). $XPL long pays +78.3% apr (oi $32.1M, mark $0.0972). $XMR long pays +63.6% apr (oi $44.5M, mark $322.3500). $HYPE long pays +53.8% apr (oi $1.39B, mark $68.1750). $GRASS long pays +17.7% apr (oi $7.3M, mark $0.4010). $VVV short pays -166.3% apr (oi $20.3M, mark $14.5130). $TRUMP short pays -25.7% apr (oi $11.5M, mark $1.8766). $XLM short pays -22.5% apr (oi $11.7M, mark $0.2336). $ADA short pays -18.2% apr (oi $20.4M, mark $0.1642). $MON short pays -13.0% apr (oi $25.6M, mark $0.0210). cleanest carry right now is short $VVV, collecting 166% apr on $20M oi...

Hyperliquid funding extremes — 2026-06-19

alpha micro-digest

#quant #trading #crypto research only. not advice. DYOR.

five opportunities surfaced, three already gone. the common thread: positioning data, not yield farming. no stablecoin arbs. no funding rate plays. just flow. whale migration: ETH, USDC, USDT ethereum onchain intent. whale event, disappeared. realistic apy 365.0%. capital $5k to $250k, 1x leverage. a wallet pattern labeled "to Binance 14" moved $5,318,229 across ETH, USDC, USDT in three of five recent transactions. heuristic suggests a 12h drift target of +0.5%, but classification is uncertain. could be bridging or custody change, not a market signal. hedge or fade depending on portfolio bias. risks: - 3/...

[DeFi Alpha Lab] five flows, one regime

whale migration, reward-only lp, and deribit block trades all pointing the same way

#defi #crypto #yield #quant research only. not advice. DYOR.

usdc minted 142m. usd1 added 92m. usdg printed 41m. usdgo grew 25m. pyusd expanded 21m. all fiat-backed. all positive. meanwhile tether shed 112m. usds redeemed 33m. apxusd lost 18m. rlusd down 17m. usdd bled 10m. crypto-backed names dominated the outflow side. net aggregate delta across tracked stables: +105.5m. not huge. not trivial. the composition matters more than the headline. usdc and usd1 together account for 234m of the mint side. usdc is the default onramp for institutional arb flow. usd1 is a newer entrant, still building liquidity. the question is whether this usd1 mint is fresh demand entering def...

stablecoin supply delta — 2026-06-19

alpha micro-digest

#quant #trading #crypto research only. not advice. DYOR.

usdc minted 142m. usd1 added 92m. usdg printed 41m. usdgo grew 25m. pyusd expanded 21m. all fiat-backed. all positive. meanwhile tether shed 112m. usds redeemed 33m. apxusd lost 18m. rlusd down 17m. usdd bled 10m. crypto-backed names dominated the outflow side. net aggregate delta across tracked stables: +105.5m. not huge. not trivial. the composition matters more than the headline. usdc and usd1 together account for 234m of the mint side. usdc is the default onramp for institutional arb flow. usd1 is a newer entrant, still building liquidity. the question is whether this usd1 mint is fresh d...

stablecoin supply delta — 2026-06-19

alpha micro-digest

#StablecoinYield #OnchainAlpha #DeFiYield research only. not advice. DYOR.

$PURR long pays +138.1% apr (oi $7.5M, mark $0.1006). $XPL long pays +78.3% apr (oi $32.1M, mark $0.0972). $XMR long pays +63.6% apr (oi $44.5M, mark $322.3500). $HYPE long pays +53.8% apr (oi $1.39B, mark $68.1750). $GRASS long pays +17.7% apr (oi $7.3M, mark $0.4010). $VVV short pays -166.3% apr (oi $20.3M, mark $14.5130). $TRUMP short pays -25.7% apr (oi $11.5M, mark $1.8766). $XLM short pays -22.5% apr (oi $11.7M, mark $0.2336). $ADA short pays -18.2% apr (oi $20.4M, mark $0.1642). $MON short pays -13.0% apr (oi $25.6M, mark $0.0210). cleanest carry right now is short $VVV, collecting 166% ...

Hyperliquid funding extremes — 2026-06-19

alpha micro-digest

#FundingArb #Hyperliquid #PerpFunding research only. not advice. DYOR.

claude code shipped a feature that makes the "VS Code wrapper" insult look even sillier. and a thread on japanese AI discourse asks why the country keeps betting on the wrong horse. two tweets, one pattern: the tools are moving faster than the commentary. @taiyaki_ai3, dynamic workflow lands claude code added something called dynamic workflow. you write "workflow" in the prompt. the model plans the task, spawns multiple AIs to work in parallel, verifies the output, and reports back. all in one shot. the kind of thing that halves a solo dev's workload. no orchestration layer, no external harness. just the pr...

[Tokyo Tech Translated] dynamic workflows, old maps

one tool ships parallel agents while japan debates who should build

#quant #trading #crypto research only. not advice. DYOR.

usdx printed $683M in a single day. that is not a typo. the entire supply basically doubled overnight, pushing mcap to $683M. zero percent growth rate because it started from near zero. crypto-backed, not fiat. worth watching whether this is organic demand or a one-time bootstrap event. usd1 added $75M. world liberty financial's stablecoin now sits at $4.6B. steady growth pattern, not a spike. ylds and usdgo both expanded mid-single digits percentage-wise, $24M and $20M respectively. usdg chipped in $25M. on the redemption side, usdc shed $153M. that is the real story. tether barely moved, $30M out. pyUSD lost ...

stablecoin supply delta — 2026-06-18

alpha micro-digest

#quant #trading #crypto research only. not advice. DYOR.

usdx printed $683M in a single day. that is not a typo. the entire supply basically doubled overnight, pushing mcap to $683M. zero percent growth rate because it started from near zero. crypto-backed, not fiat. worth watching whether this is organic demand or a one-time bootstrap event. usd1 added $75M. world liberty financial's stablecoin now sits at $4.6B. steady growth pattern, not a spike. ylds and usdgo both expanded mid-single digits percentage-wise, $24M and $20M respectively. usdg chipped in $25M. on the redemption side, usdc shed $153M. that is the real story. tether barely moved, $30...

stablecoin supply delta — 2026-06-18

alpha micro-digest

#StablecoinYield #OnchainAlpha #DeFiYield research only. not advice. DYOR.

frax at 0.9888, 1.12% below peg. threshold breached. this is a soft depeg, not a solvency event. frax has drifted below the dollar before and recovered within hours. the mechanism is partially collateralized, partially algorithmic. when it trades below peg, the protocol can mint fxs at a discount to buy back frax, which should push price up. but that takes time and active arbitrage. what could be causing it now. large redemption on a lending market, maybe aave or compound. a single whale exiting a frax position into usdc can push the pool off balance. oracle lag on chainlink frax/usd could also ...

depeg watch: FRAX -1.12% off peg

alpha micro-digest

#StablecoinYield #OnchainAlpha #DeFiYield research only. not advice. DYOR.