Nvidia, a top chipmaker whose products fuel many artificial intelligence agents, released a software platform on Monday designed to prevent security incidents revealed by AI firms in recent months. https://t.co/Bk9gTpekzy
everyone trading Robinhood sees the same token list
some people are seeing a better one
move is GMGN - get filters wrong and you're watching noise all day
launch pads first: only Pons, Long XYZ and Lunch Fun
skip those and you're already behind before a candle even forms
for new pairs, one filter only: volume 0.25
Almost Bounded: volume 0.25 again + 10K market cap
Migrator is where it gets specific - 25K market cap, volume 1K, total fee 0.5
those numbers kill bad entries before you even see them
most traders set nothing and wonder why they're always late to every move
it's not timing, it's not luck - filter decides what you even get to look at
ANTHROPIC LEAKED A FILE WHERE 5 AGENTS WITH JEV BUILD A $1.2M A YEAR SYSTEM IN 30 MINUTES
you pay $3.70 and walk away with an asset that can do $1.2M a year
repo โ data model โ API โ UI โ evals
no layer starts until the one under it is closed, and that edge is what turns five scripts into a system
the operator on Haiku 4.5 brings up the repo and CI, the architect on Opus 5 lays down the data model and migrations
two builders on Sonnet 5 run API and UI in parallel, and the reviewer on Opus 5.5 can keep finished code out of prod
the evals were sitting in the file before the first line of code existed
at minute zero there was not a single file, by the end it is a working product with payments and tests
five agents cover in half an hour what a human team bills for a quarter
JEV hands one line between layers instead of the whole history, so the next agent never re-reads the project and the run costs $3.70 instead of $370
the build takes 30 minutes, the first customers show up weeks later
save this and paste it into Claude Code - let it assemble those 5 layers for you โ