Anthropic engineer:
โ80% of our engineers are using selfโimproving loops. Now everyone is building agentic Graphs.
In 4-6 months, weโll all be building graphs to orchestrate selfโimproving agents. No more prompting.โ
in a 20โminute talk, Anthropic engineer explains how to build selfโimproving agentic systems from scratch.
Worth more than a $500 agentic course.
Watch this video, then read the article below on how to become a graph architect.
One pattern I find useful for working with LLMs is a nice long ramble session. Sometimes the LLM needs more bits to understand what you're trying to achieve, but you're too lazy to type them. In these cases I like to lean back, switch to /voice and just ramble for like 10 minutes, total mess, anything goes, full stream of consciousness. Sometimes I declare it up top, something like "switching to speech recognition sorry for any typos...". Sometimes I turn it into a small interview of a few turns. But I find that the LLMs are somehow very good at reconstructing long incoherent rambles and often their echo of your own tangle of thoughts comes out quite a bit cleaner than what you started with. The result is that you improve the mind meld and have to correct things less from that point on.
Let's recap what's happened in the 3 days since WIRE launched.
You can now, directly from Twitter:
โ buy, sell and send stocks, ERC-20 tokens, and indexes
โ launch memes on @ponsdotfamily
โ run automated giveaways and airdrops
โ create prediction markets and bet on them
โ launch meme coins paired to real company stocks
And the results:
โ $HMM โ a test token launched from a tweet โ got out of hand and ran to a $2.3M cap
โ $USEDTESLA โ a test token paired to $TSLA โ also got out of hand, touched $600K MC in its first 2 hours on $800K volume
โ the new $WIRE economy went live
โ $WIRE hit a $4.3M ATH. insane.
And this is only the beginning.
Let me tell you a bit about the vision.
My goal isn't to replace a launchpad. It's not to replace Bankr or anyone else. I'm playing a different game.
I want to fill the Twitter timeline โ and become the main bridge for onboarding normies.
@wirebotRH isn't just a bot. WIRE is a multi-purpose trading console that lives right inside your feed.
There's a reason I'm racing to cover as many features as possible. I want to be the one universal tool for anyone who wants to trade crypto, launch a token, whatever it is.
Launchpads are hard โ people struggle to even figure them out. But it's easy when you can just type "hey wire, buy me this" or "sell that."
The project markets and sells itself. Enough people just haven't noticed it yet.
Honestly, today I'm running on empty. Reminder: I'm a solo dev. Just a guy who wants to build something great. Maybe I'm not the most talented dev out there โ but I'm fast, and I'm not afraid to ship raw and battle-test it live. That's what sets me apart.
Over the next few days I want to seriously improve the bot itself โ the transaction logic โ and finish the site: build in a DEX interface, and just make it cleaner and nicer to use. I also need to fully rewrite the docs and add a lot more.
My DMs are flooded, so I'll get to them tomorrow with a fresh head.
Three days ago I couldn't have imagined building something like this. But I did. And I'm going to keep going.
Thank you all for the support and the trust. I mean it โ I appreciate every one of you.
wiresupercycle.
Who could be the next largest launchpad on Robinhood?
Tokens created by each launchpad in the last 24 hours:
@flapdotsh - 7033 tokens
@klik_evm - 3300 tokens
@TrenchToday01 - 2755 tokens
@bankrbot - 2077 tokens
@BagsApp - 1477 tokens
@apedotstore - 1474 tokens
@clanker_world - 961 tokens
@virtuals_io - 947 tokens
@leavedahood - 334 tokens (new launchpad)
@DYORSWAPDEX - 283 tokens
@ponsdotfamily - 233 tokens (new launchpad)
@bowdotfun - 222 tokens (new launchpad)
@Launchhood - 162 tokens (new launchpad)
@hooddotfun - 113 tokens (new launchpad)
Out of 24 launchpads, 6 launched more than 1,000 tokens and another 8 launched more than 100 in the last 24 hours.
Of those, 5 are new launchpads that only went live recently.
Data from @Adam_Tehc
Betting into uncertainty has consistently given me the highest returns out of every strategy Iโve used.
Realistically, if a platform already earning over $12M in fees still ends up rugging, then Iโll gladly accept that I have a single digit IQ.
happy to announce that I'm at my port ATH again
never thought i would be here in a deep bear market crazy to think a year ago i was sub 10k after losing it all (7fig)
i never gave up just ran it back just how i always did this time i moved differently, i traded less, i frontran more & i was much more disciplined with my trading and lifestyle
my advice to anyone struggling is just get smarter, move sharper, and avoid buying too many things look for main runners and find dips in consolidating charts you have to front run in this market to be ahead of everyone else do that extra little bit of dd and that automatically puts you in a position where you can make good profit
appreciate everyone who stood by me
go long on memecoins & never stop longing
- 7
Excluding Cashcat Juggernaut since that's a "guaranteed major"
these are other promising runners the room admin is watching
If you think memecoins = gambling and want to swing for a home run with small money, but you're a bit chicken โ here's a shortlist for you half-beast cowards.
Written as of July 12, 2026, 10 AM
(The following is the writer's subjective opinion. Not investment advice โ do your own research and make your own investment decisions. Remember that responsibility for any investment lies with you.)
[ 4663 โ Robinhood's chain number ]
<Current market cap: 2.2m>
0xd4052415613B34Af236024B895574c467f65b6dD
If you convert "HOOD" to numbers using the English letters on a phone keypad, you get 4663.
Meaningful because Robinhood's CEO is a math major and a numbers guy.
Strong shilling from @yeonwoo1102 (a known influencer/shiller in the community)
[ cashdog โ cashcat's super beta ]
<Current market cap: 1.2m>
0x473C2D32E28c66d7EF55a9c9f392325007366dDf
Cashcat was reportedly a name that could have been used for Robinhood itself, so it carries much bigger weight โ but it shares strong similarities with cashcat across nearly every aspect, including the symmetry between official image posts and the cashcat imagery.
On top of that, assuming the Hood Chain boom is still in its early stages, this could become the star of a "dog and cat" dual-theme narrative that newcomers coming from other chains would find familiar and worth watching.
Recently, it seems to be gaining momentum thanks to intense shilling from @yeonwoo1102 the addition of a CTO, and the start of community activity.
[ Snack Coin ($SNCK) ]
<Current market cap: 300k>
0xE9e1972271D138363320E132e53A75ccAeacc9D8
Robinhood's financial info newsletter service was called "Snack," and subscribers were referred to as "Snackers."
That alone is a fairly ordinary backstory, but โ in a Robinhood Wallet usage tutorial posted on the official site back in September 2021, the example coin used in the video wasn't Bitcoin or Ethereum, but specifically something called "Snack Coin."
The community has picked up on this and is actively promoting it on X as "the coin Robinhood had already planned," Simpsons-prediction style.
[ Merry Men โ the Nth Merry Man!!! ]
<Current market cap: 50k>
0x10aE2F9345Dd9C8bB0853971f41c9b4e9F9F3bf2
Named after the followers in the Robinhood legend.
There have been several "Merry Men" projects since the chain's early days, and despite having good source material, each one has ended up abandoned โ earning them a reputation as "just another band of thieves," etc.
However, this particular Merry Man is showing community activity levels not seen from previous rug-prone versions.
That said, looking at old posts in the X community, it seems the same team may have previously run (and possibly abandoned or failed at) a project called "Maxxing" on Binance (speculation).
Hopefully they've sharpened their approach this time around.
[ Cashpig ]
<Current market cap: 17k>
0x24c8F4275acF9ECDec8403333fF0c191A12eC9DA
If cashcat took off and cashdog is following suit, why not cashpig too? โ a fairly loose rationale.
That said, it's not 100% baseless hype โ it's modeled after the piggy bank shown on the official site.
Still holding my $acats after brutal sell of again
The narrative still same
A meme cat post by vlad
Og 20day+ token prob all the bundle is out
Every cat meme get posted by vlad hit million
$cashcat 180m
$vibe cat 3m
@robinacats