Anton retweeted
Kronos read 12 BILLION candles and still LOSES to a guy who just buys. This f*cking prompt turns it into a JANE STREET desk anyway.
The open model trained on 45 exchanges is all over your timeline. Nobody's posting the independent test: 749 forecasts, 50.2% on direction. "Always buy" scored 54%.
The model isn't the problem. How people use it is.
paste it into Claude Code and it:
- samples 30 paths, not one guess
- uses Kronos for volatility first, where the paper shows the real edge
- makes it beat "just buy" before it touches a dollar
- kills direction if it can't beat "just buy" after 500 forecasts
You might actually get RICH, because it finds out what the model is worth before your account does.
Bookmark before it's buried.
Anton retweeted
first TXFlow points just dropped, honestly, it looks expensive to farm
I got 2.3 points per 1k volume and the price per point came out to $5.7
my numbers:
- volume 340k
- PnL +220
- fees + spread 137 (part covered by fee credit)
- 80 trades
- average position duration 7 hours
- 791 points
I think it's time to change strategy and switch over to trading with limit orders
5% fee discount - app.txflow.com/r/TXBRANXI
12 hours left until the end of week 1 of the TXFlow points program
my stats for 7 days:
- volume 340k
- PNL +220
- fees+spread 137 (part covered by fee credit)
- 80 trades
- average position duration 7 hours
we'll see our points on Tuesday
- 1.25M distributed for trading
- up to 152k for referrals
yes, up to 152k, that number isn't fixed, and at this early stage it might even be 50k, which is good because fewer points means higher price
90% of my trades were DN with Variational
I looked for good funding on perpdextierlist and traded RWA
really curious how many @TxFlow_L1 points I'll get for my activity
I have almost no referrals since I only started trading and posting about the project recently, so almost all points will come from my own activity
if you're not registered yet, here's a ref link with 5% fee discount
app.txflow.com/r/TXBRANXI
Anton retweeted
Farming @Lighter_xyz now is like farming Variational 6 months ago
last week I got 107 points, which is around ~$2000.
I used no more than $4k size for trading, the entry threshold is very low.
my OI is ~$70k now, opening and closing 1 position costs me around $40.
how i farm it:
> trade through the robinhood wallet mobile app, 2x points boost:
robinhoodchain.lighter.xyz/?…
> hedge Lighter RH with Lighter Core, it’s around 2,5x points.
> hold positions for 12h+
> pick stock and pre-IPO assets with lowest OI and tightest spread.
> always set sl and tp, especially when you’re leaving your position open overnight.
there’s no competition at all rn, since market is quiet with nothing interesting happening.
only 48k users are now competing for a ~$35m pool, that’s crazy. 4k of them trading actively.
just a reminder, Lighter had more than 720k wallets with 150k actively trading, while here the competition is literally 40x lower.
the market is cyclical. once Hyperliquid gifted thousands of lifechanges, a year later Lighter did the same, and in a couple of months Variational will do it.
after Variational’s TGE, people will come exactly here, don’t doubt it.
use code ALEKZZZ in the app for the extra points boost. DM and I’ll tell you the best asset for farming.
see you on Friday, curious to see the numbers.
I’ve farmed 236 points on @Lighter_xyz in just 3 weeks without even trying
I'm #646 on the leaderboard, still hedging Lighter Core with Lighter RH for 2,5x points boost.
My cost per point is probably bad this week because I caught a big loss on $MSFT for reasons that are still unclear to me.
Still not used to trading with $80k size, but it seems I found the asset with the tightest spread and now I trade only it.
I only use taker orders, so the money burns really fast, but since that gives the highest number of points, I'm fine with it.
> Register via Robinhood wallet here:
robinhoodchain.lighter.xyz/?… (2x points boost)
Always close and open all of your positions via the Robinhood wallet mobile app, or 2x points boost won’t work.
> Trade stock and pre-IPO assets, short on Lighter RH long on Lighter Core. (MSFT, TSLA, ANTH, AMZN, AAPL, OPENAI)
> Always keep an eye on Discord announcements, they have the most current info on farming.
The past 3 weeks you needed to long on Lighter RH, now the direction has changed.
///
Competition is slowly getting tough, with each week points get more and more expensive, so the sooner you start, the better.
If you're my referral, DM me and I'll tell you which pair will give the most points this week.
Keep farming perps.
Anton retweeted
This is a perfect example of the type of change AI will happily make.
It does literally nothing and makes the code worse.
Sneaking into codebases 100000x / day, using magnitudes more tokens.
"But look how many PRs I'm merging!" 😒
Anton retweeted
bro understood the assignment
delta-neutral $SKHY between popdex and txflow. funding paid him +$15 net in a few hours, while he printed volume on both venues at the same time
that’s the whole game:
- hedge across venues
- let funding cover your costs
- stack volume and rewards on both sides
you can run this with any amount of capital. the idea is to never burn your capital for points
and like he said, stay proactive. funding flips fast
refs below 👇
app.txflow.com/r/TXGIVENO
app.popdex.xyz/referral?refe…
earlier today, i opened an $SKHY position between @popdex_ and @TxFlow_L1 as annual funding was above 500%
it only took a few hours to get +15 in net PNL
but you have to be proactive, as funding can often flip brutally
app.txflow.com/r/TXSHINKIRO
Anton retweeted
真逆天！Codex 6.1 接入 Serena，token 消耗直接降低 90%
昨天让 AI 改个 Bug，动不动就把整个文件读一遍。项目越大，代码没改多少，Token 先烧了一堆
今天发现，给 Codex 接上 Serena MCP，直接按函数、类、引用精准定位代码，跨文件查找和重构也更方便，消耗大幅降低
参照视频，用上这段提示词，用过后你会感谢我的：
“
请阅读 Serena 官方 GitHub 项目：oraios/serena 检查当前环境与 Codex 配置，按照官方推荐方式安装 Serena，并将其配置为 Codex MCP 服务。优先使用官方支持的安装方式，保留现有 MCP 配置，不要覆盖或删除已有内容
”
真正省钱的地方：
1、精准定位：不用反复读取整个文件，直接找到需要修改的代码。
2、大型项目：跨文件查找函数、类和引用，复杂代码也能快速定位。
3、节省 Token：减少无效上下文，把额度留给真正需要推理的任务。
Codex 负责思考和写代码，Serena 负责精准定位代码，这绝对是双胞胎兄弟
兄弟们！这才是 AI 编程界的账号管理神器！！！
我挖到一个狠货：Cockpit Tools
他能把 16 款 AI 编程工具，全部管起来！
平时用 Codex、Cursor、GitHub Copilot，账号一多就头疼：切号麻烦、额度记不住，想同时跑几个项目还得反复折腾。
现在直接用它！🔥 5 个实用功能：
1、16 款工具统一管理：Codex、Cursor、Windsurf、Kiro、GitHub Copilot 等都能管
2、一键切换账号：不用反复退出登录，切号省去一堆操作
3、实时查看额度：剩余配额、重置时间一眼看清
4、多账号并行干活：多个独立实例同时运行，不同项目可以分开处理
5、自动唤醒任务：支持定时唤醒，减少手动盯额度的麻烦
最关键的是，Windows、macOS、Linux 全支持，还有中文界面，开源、免费！
Anton retweeted
just printed $220 from funding arb
this is exactly why delta neutral > directional for me
caught a juicy funding opportunity on $SKHYNIX via @OndoPerps, funding rate’s going bonkers right now (+0.109% every 1hr) thanks to vooi @vooi_io
already sitting on +$218 net funding, hedged against lighter - zero directional risk, just collecting
this is the game
ultra.vooi.io/i/GIVENO
app.ondoperps.xyz/?ref=SUT9C…
ondo @OndoPerps results are in
1,500 pts | $50k volume | $200k open interest
+$52 USDC rewards
barely did anything this week. only closed out one position, but i'm still collecting some good funding while keeping the portfolio delta neutral with variational @variational_io
this is what i like about the setup. i don't need to constantly trade or manufacture volume to keep earning
the strategy remains simple:
trade → manage exposure → collect funding → earn points → collect USDC rewards
RWA perps aren’t just about putting traditional assets onchain.
the bigger opportunity is bringing stocks, commodities and other real-world markets into the same programmable trading environment where traders can hedge, manage exposure and move capital around without relying entirely on traditional market infrastructure.
this week i'm going to increase position size and route trades through jumper @jumperapp perps to stack jumper weekly incentives on top
also: you can scan for delta neutral funding arb opportunities on ondo via vooi @vooi_io worth adding to your toolkit if you’re farming this seriously.
link; ultra.vooi.io/i/GIVENO
the goal is still the same: let funding do the heavy lifting, let points accumulate naturally, and treat rewards as a bonus
less forced volume, more efficient capital deployment
rwa perps are still early, and i'm interested in seeing how this ecosystem evolves as more traders discover funding arbitrage.
let's see what next week brings
ref; app.ondoperps.xyz/?ref=SUT9C…
Anton retweeted
Every time I start a new session, my agent has to re-learn what everything in my project it from scratch. This is such a repetitive waste of tokens. AGENTS [dot] md doesn't solve this either because it's hard to keep it up to date and still burns tokens.
Any proper solutions?
Anton retweeted
There are several tools, like this one (I see other on comments) github.com/Graphify-Labs/gra…
Anton retweeted
need to unite all the petite tiny queens in the industry for a mega scene i’m directing !! girlies under 5’0 role call everyone tag the best tiny performers please im getting the gang together
Anton retweeted
🚀 Introducing DeepInfer, our in-house inference framework, now fully open source!
Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. We’re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable.
🔗 github.com/deepseek-ai/DeepI…
1/4
Anton retweeted
Top 3 Funding Arbitrage Strategies
Bookmark this so you can test different methods
You can already do proper arbitrage inside one venue or across a few
1. Spot-Perp (classic)
One of the most common strategies in my book
When funding is positive (longs pay shorts): buy spot + short equal notional in the perpetual
Total cost of the hedge < the funding you collect
You need the same notional on both legs so the price movement cancels
Works cleanest on major coins with deep books
2. Perp-perp funding arb
Same asset, different funding rates on two exchanges
Long the venue with the lowest (or negative) funding + short the one with the highest
You collect the spread while price risk nets to zero
We used this heavily when one venue stayed elevated while the other mean-reverted
3. Lending + Short Perp
Deposit the asset into lending (earn APY) and short the same size in the perp
You collect two yields: lending interest + funding when it’s positive
The position stays delta-neutral (price movement cancels out)
Works when both rates are healthy and stable
Main cost is lower capital efficiency and extra risk: smart-contract on the lending side plus liquidation risk on the short
Exit if funding flips or the lending APY collapses
Best Tools to Track Funding Arbitrage
Save this list and use it whenever useful
1) @LorisTools - a standalone terminal with a huge amount of data. It has many tools, including Funding Arbitrage
2) @perpdexlist - a funding arbitrage parser across perp DEXs and CEXs
3) @fundingviewapp - an aggregator with real-time arbitrage data, backtests, and spot-perps arbitrage
4) @ArbitrageScan - an arbitrage tool focused mainly on CEX trades
5) @coinglass_com - an aggregator with all kinds of DEX data. It also supports Perps vs Spot arbitrage
These tools have a lot of extra features that you can use in your trading
Explore each tool to maximize your chances of finding an edge
Tool websites are in the replies
Anton retweeted
this is the most INSANE thing on internet today
someone built an AI that reads candlestick charts the way GPT reads English & released it for 100% FREE
i connected it to my TradingView setup with opus 5.5 & now my AI trading system reads every candle & maps out 100 possible next moves before they happen
first understand how KRONOS works:
> LLMs like ChatGPT or Claude turn words into tokens & predict the next word
> Kronos turns every candle into tokens & predicts the NEXT CANDLE
> it is pre-trained on 12 BILLION candles from 45 exchanges
here is how to build the full system for FREE:
1. open Claude Code with Sonnet 5.5 and ask it to clone the Kronos repo and set everything up, it handles the install for you
2. switch to opus 5.5 and have it load Kronos-small from Hugging Face, 24.7M params, it runs on a normal laptop
3. pull the same candles you see on TradingView from Binance's free public API, any coin, any timeframe, no account needed
4. feed Kronos the last 512 candles and ask for the next 24, exactly like asking an LLM to finish a sentence
5. set sample_count to 100 so Kronos draws 100 possible futures instead of one guess, the spread between them shows how risky the next move really is
6. let opus read the regime from those futures: most paths pointing the same way = TRENDING, paths scattered both ways = CHOPPY
7. have opus turn the forecast and the regime into entry, exit and stop rules, then backtest them on a year of history with real fees and slippage
8. plot the predicted paths next to real candles with TradingView's free Lightweight Charts library & watch it for a few days before you trust it
9. paper trade first, then let opus wire up a Telegram bot so your phone pings the moment a high-confidence trending setup forms
if you want to build an AI trading system from scratch, start with this article below:
Anton retweeted
Among all Perp DEXs, farming Lighter is the best way to make your first 5-figs in the short term
You don't even need a big bankroll
I'm farming with $2.6K margin and earned 96 points ($1440 at the current $LIT price) in 3 weeks
I'm consciously skipping Variational because Lighter lets me make up to 20% on size per week
Out of 48K registered wallets, only ~5K are active
Here are a few tips to maximize your farming:
> Trade through mobile app to get 2x points boost
> Follow the team's advice in Discord for an extra 2.5x points boost on Fridays
> Use code LESHUK in mobile app for an extra 10% points boost
> Focus on pairs with lower Open Interest
> Hold position at least 12H
> Higher leverage = better farming efficiency
> Use SL and TP, it’s your best risk management
> Look for tight spreads between Lighter RH and Core when opening positions
I follow these rules every day, and it’s why I have some of the highest capital efficiency rn
This week, I'm trading TSLA, META, MSFT, GOOGL and AMZN
Waiting for a massive points drop on Friday
Lighter RH: robinhoodchain.lighter.xyz/?…
Lighter Core: app.lighter.xyz/?referral=LE…
Received 43.12 Lighter and 0.26 Variational points this week
For my updated strategy, I had to bump my margin up to $2.6K
That’s 24% increase in capital, while points earned jumped by 38%
Everything would have been great if my DN setup hadn’t blown up while I was sleeping
As a result, I lost $160 on a single trade
This week, we can keep hedging through Lighter Core
The points boost will apply to stocks and Pre-IPO
But now, we have to do the exact opposite:
> SHORT on Lighter RH
> LONG on Lighter Core
Also, there’s an extra points boost for positions on stocks with upcoming earnings announcements
This includes NVDA, META and TSLA
Use code LESHUK on Lighter RH to receive an extra 10% points boost
Lighter RH: robinhoodchain.lighter.xyz/?…
Lighter Core: app.lighter.xyz/?referral=LE…
Anton retweeted
My highest conviction perp DEX regarding Volume / OI.
1. @entropyIO : 0.81x (Most trader focus on holding instead focus on volume)
2. @N1Chain : 1.44x (Still the most underrated I think)
3. @popdex_ : 1.60x (Maybe soon this one will spike)
4. @TxFlow_L1 : 3.20x (Spike because of point?)
5. @arcus_xyz : 3.12x (As we know most farmers focus on volume here right now)
6. @Lighter_xyz : 3.07 (Curious why people focus volume here).
Just in case some of you want to trade on:
N1: app.n1.xyz/r/louisdives
TxFlow: app.txflow.com/r/TXLOUIS
PopDEX: app.popdex.xyz/en/tools/app-…
My highest conviction perp DEXs right now, besides Variational:
1. @entropyIO
I’m not even going to talk about their backing or how much $HYPE they staked. What actually stands out is that Entropy is the only HIP-3 venue with a cashback system. Simple idea, but it shows they actually think about users.
My referral is Tier 4, the highest tier while other people tier 2 or 3, it gives you 100% rebates:
entropy.io/?r=louisdives
2. @N1Chain
Please move on from the old 01Exchange experience. Look at what they’re building now. They already have an RFQ model, a mobile app, and they’ve been expanding the team. That tells me they’re serious.I also like how they treat feedback. I’ve sent them notes a few times and they actually listen and work on it. I think something bigger is coming here.
Try and fee discount:
app.n1.xyz/r/louisdives
3. @popdex_
Simple thesis. Binance has Aster. Bybit has ApeX. Now Bitget has PopDex. CEXs already know a lot of volume is moving onchain, so they’re building their own venues.They also regularly reward users who hit $100k volume.
Rebates with my referral:
app.popdex.xyz/referral?refe…
4. @TxFlow_L1
The CEO is humble and actually competent. He even responds to feedback about a $1 deposit fee. That’s the kind of team I want to see. Small details like that usually say a lot.
5% fee discount:
app.txflow.com/r/TXLOUIS
5. @arcus_xyz
Airdrop is confirmed. Team is from dYdX. They’re also partnered with Robinhood, which should help them bring in more users and volume.
Still on waitlist:
waitlist.arcus.xyz/s/LOUISDI…
6. @Lighter_xyz
The $11M $LIT reward is not the Season 3 airdrop. It’s just extra rewards for users. The bigger story is their Robinhood partnership. Similar to Arcus, but with more exclusivity through Lighter Robinhood. That’s a real door for Robinhood users to come onchain.And if $LIT goes 2x or 3x in a bull market, your points value scales with it. Simple math.
Tip: use a premium account for more points.
robinhoodchain.lighter.xyz/?…
Come back to this post when one of these actually pays.
You’ll remember who posted it first.
Anton retweeted
15 free tools every memecoin trencher should have
1.) rugcheck.xyz → check the insiders
2.) trench.bot/bundles → see who bought in sync
3.) v2.bubblemaps.io → top holders, one guy or many
4.) insightx.network → holder clusters, a second opinion on bubblemaps
5.) gmgn.ai → the dev's past coins and how they ended
6.) solscan.io → trace who funded the dev wallet
7.) kolscan.io → did your caller buy before the tweet
8.) app.tweetscout.io → real ct account or bot farm
9.) dexscreener.com → see if the early wallets are already out
10.) birdeye.so → charts and top traders on any coin
11.) geckoterminal.com → trending pools, no account needed
12.) holderscan.com → real holder growth or farmed wallets
13.) solsniffer.com → quick scam score in your browser
14.) app.cielo.finance → alerts when a wallet you track trades
15.) pro.fomoscan.sh → realized vs paper pnl of fomo traders
