most people set up crypto alerts wrong.
50 notifications a day, ignore all of them, miss the one that matters at 3am.
built something that fixes that. runs locally, no subscriptions.
video explains it 👇
polymarket had $1.2M correctly positioned on iran ceasefire before public announcement. again. on-chain wallets moved hours before trump's post. whether it's front-running or edge, most traders don't notice the signal layer is already positioned.
backtests are dishonest.
they hide consecutive losses in averages.
live trading shows you the real sequence.
if your system can't survive 7 losing days in a row, it won't survive the month.
anthropic killed api subscriptions so everything's pay as you go now. if you're still using opus for everything you're probably burning money.
use different models and use them together.
$1200/month claude bill.
switched from opus for everything to haiku for simple stuff, sonnet for reasoning, minimax for batch work.
dropped to $100/month. same quality, way faster.
turns out you don't need opus for parsing json.
your best trading month is also your biggest risk.
one good run and the rules start feeling optional.
they aren't.
the process doesn't care what you made in february.
north korea ran a 6 month con job on a defi team.
real conferences, real meetings, real money onboarded.
then drained $285m.
the human layer is the attack surface now.
your ml model has no idea it's in a crisis. it was trained on normal markets, optimized for normal markets, and now it's quietly losing in a different one. regime detection is not optional.
choppy markets break trend followers. that's also when the monitoring layer earns its keep. you can't predict the regime, you can just know when it's changed before everyone else does.
iran just made crypto the payment method for ships crossing the strait of hormuz. that's 20% of global oil traffic. nobody asked permission. it just works.
fear and greed was at 9 last week. it's 29 today. still fear, but the worst of the panic has cleared. historically this is when the algos start loading, not when retail notices.
riot platforms just dumped 290 million in btc. miners selling into extreme fear usually means they're covering costs, not calling a top. different signal entirely
eth network activity near all-time highs before the price moved to $2,130.
on-chain fundamentals lead price in crypto more often than not.
the people who caught this weren't watching the candles, they were watching the network.