7/ 🧪 Step 4: Walk-forward Permutation Test Keep training set fixed Shuffle only forward data Run the strategy and collect profit factors If real data outperforms most shuffles, it’s valid This is your final stress test 🔥
📚 10+ Books on Algorithmic Trading I Wish I Had Read Sooner by @neurotrader Reading the right books early saves years of confusion. These books truly leveled me up — each one unlocked a new mental model. 🧵👇【Organized by topic & level】
🎯 How to Avoid Trading Strategies That Degrade Quickly | by Timothy Masters Many trading systems collapse quickly after going live. The problem often isn't the market — it's that you selected the wrong system. This thread summarizes Masters' key lessons from Better System Trader. Bookmark & RT ✅ 🧵👇
00:00:25
If a bank were to be hacked for $1.4 billion: - Freeze withdrawals - Inform government - Set up an inquiry commission - years of investigation - Customers standing in queue - Branches closed - Competitors getting an advantage Bybit exchange hacked $1.4 billion. - CEO came live
A lot of safety criticism on CEX about the @Bybit_Official ETH $1.5Billion hack. But for my PERSONAL perspective, I still think CEX is still the safest crypto storage method for beginners. Even hack event like this, the security obligation is on the CEX. They will find ways to cover / insure it. #SAFU Pro tip: diversify your asset into multiple trustworthy CEX. (They are too profitable, to give up the business operation) And even CEX will need to liquidate or bankrupt like @FTX_Official eventually, Users are still protected by company act & legal procedure, priority to get refunded their assets. For non-custodial wallet, is “too safe” to handle by beginners. And still hack-able using social engineering method like this Bybit ETH hack case. *not criticising DEX. It’s a different topic.
Masterclass PR crisis handling 💪💪 Kudos work 🔥🔥@benbybit Proud to stay on @Bybit_Official You halted the crypto winter trigger Lead us out from the FTX shadow nightmare.
🚨 Bybit just delivered a masterclass in crisis communications after experiencing the largest hack in crypto history. The situation is still live, but they’ve already succeeded in calming markets. It’s a teachable moment for the rest of us. Here’s what they did right—and why it
Binance and Bitget just deposited 50k+ ETH directly into Bybit's cold wallets. Bitget's deposits are especially interesting; its 1/4 of all of the exchange's ETH! (that I can see) Since they skipped a deposit address, these funds were coordinated directly by Bybit themselves
@inversebrah yes cbdc peddlers arc coming back to $XRP ETFs
$XRP
-0.77%
🤖 100% Fully automated algo trading bot running on Bybit Copypro. link in bio 🔗 Driven by data, profit from information gap.
$2,000,000 LONG $BTC !! 🔥💪 Livestreaming NOW! Check comment.
$BTC
+0.35%
🔥🤖 $2,000,000 Bitcoin Algo Trading Live Stream 👉
8hrs midnight live trading livestream straight! 🔥 👉
Closed & took profit my $ETH long position. To hedge some uncertainty right now.
$ETH
+1.18%
【🏦CryptoAlgo: Stability > Profitability 】 CryptoAlgo, has launched a cross-exchange arbitrage algorithm ⛓️‍💥💵 that leverages millisecond-level high-frequency strategies & execution programming code. 📝🤖 (acc running since last year, 25 May 2024. Starting with 100k USD.) To identify and secure high certain profitable arbitrage opportunities.🎯🎯 This low-risk perps basis spread arbitrage algo bot perform a monthly return of 2️⃣ to 4️⃣ % so far, catering to those seeking security🔐, stability🏔️, and resilience against market volatility😵‍💫. For a detailed demonstration, watch the following video 👇: 1.Performance and trade records of the Arbitrage Algo over the past year. 2.70:30 profit-sharing model (with 20% of the 30% profit share allocated as affiliate bonuses; the company retains 10%). 3.Affiliate system – Direct Layer & Agency Builder (total profit share of 67%!). CryptoAlgo 👉 https://t.co/5SMAookm61
00:06:14
【🏦CryptoAlgo: Stability > Profitability 】 CryptoAlgo, has launched a cross-exchange arbitrage algorithm ⛓️‍💥💵 that leverages millisecond-level high-frequency strategies & execution programming code. 📝🤖 (acc running since last year, 25 May 2024. Starting with 100k USD.) To identify and secure high certain profitable arbitrage opportunities.🎯🎯 This low-risk perps basis spread arbitrage algo bot perform a monthly return of 2️⃣ to 4️⃣ % so far, catering to those seeking security🔐, stability🏔️, and resilience against market volatility😵‍💫. For a detailed demonstration, watch the following video 👇: 1.Performance and trade records of the Arbitrage Algo over the past year. 2.70:30 profit-sharing model (with 20% of the 30% profit share allocated as affiliate bonuses; the company retains 10%). 3.Affiliate system – Direct Layer & Agency Builder (total profit share of 67%!). CryptoAlgo 👉 https://t.co/5SMAookm61
00:06:14
My main portfolio, 📉📉 -8.21% drawdown during last week.💸💸 After drawdown, bounce back incoming. Just like it always did. I’m loading my bag again into this algo bot. ———————————— “CyboTrend” Algo Trading Copytrade 👉 https://t.co/vlusvKtqgJ “4x CyboTrend” leverage boosted version 👉 https://t.co/rPFjYE6JQm
$BTC
+0.35%
Underdog story is always the most BADASS. 🔥 See who hold the final laughter. Just keep talking. Results speaks.
If you’re trading with pulses like having a thrilling adventure every time. You’re just a gambler. Proper long term positive EV trading, Is boring & always back to basic.
Everything that is truly lucrative, is built base on bubble. Either the bubble gets chased up with real liquidity support (stronger consensus & self-actualisation ). Or it burst & capitulate from time to time, To reset the liquidity structure. The time when price discovery is truly put into test by the whole market. Either how, This means there’s always inefficiencies in the market, more opinion conflict, more volatility, aka trading opportunities. Make use of it. Be friend with it. Understand your friend well. You will love this friend. ❤️
A question from my dms. A first time crypto bull run trader. Question below👇 Answer in the following thread. “Hey Anson, I wanted to ask—when you first started trading and blew up your account, how did you feel back then? A month ago, I started with $4k, went into leveraged trading, and at its peak, my account grew to $60k. Today, it’s back to square one at $4k after being wiped out. Technically, I didn’t lose any money, but it still feels like I’ve lost something, even though those unrealized profits were never really mine. I’m just curious—how did you overcome this kind of feeling back then?”
Don’t fucking QUIT ! NEVER ! Live like you’re already made it.
这非常符合 我目前认知的 宇宙观&宗教观 持续探索中。。
My $1,100,000 $ETH position GOT REKT!! 💥 💥 LOST $278k USD within a day… ($290k -> $12k) 【img2 & img1】 A bit exaggerated, but is a fact. Every penny that you didn’t took profit that you originally could, is still a loss to a trader. In terms of, time & opportunity cost. My algo shorted $BTC & $ETH since $103,000 & $4,020. But why I didn’t follow? Why you start a trade execution, is how you should end your trade as well. From the beginning, my assumption & “why” of doing this $ETH trade, I’m actually betting on $ETH beta will outperform $BTC eventually. My target price of $ETH is easily $6,000-$8,000. So this is my “potential profit margin” of trades, From here, every risk is calculated and making sense. And every profiting position that go in favour above > 8-15% , (depends on assets’ volatility ) I will cash out all my serving margin, and let the position liquidation price be my breakeven price. So anyhow I will lose nothing, but holding a 50% chance of 50-200x ticket. After liquidation, I’m using my minor profit from last trade $20k and LONG at a 15x ($300k contract value). 【Img 3】 And now my bet is positively serving. I will add my position heavily without mercy whenever retails long position got REKTed. Just like the previous day, That’s why I say is time to buy the dip. Cuz even my well managed liquidation space still got tackled down. Whale really sucking in sell side liquidity hard. So LONG !!! Final position size targeting > $5mil USD (4 folds) Profit target $2mil
$ETH
+1.18%
$BTC
+0.35%
So you got your 3.0 Buy the Dip ? $BTC $ETH
$BTC
+0.35%
$ETH
+1.18%
Is time to buy the dip $BTC $92,000 $ETH $3,100
$BTC
+0.35%
$ETH
+1.18%
Market dump hard 📉📉📉 $BTC $ETH Algo Short at the top, Take profit at the bottom 🔥🙌🏻
$BTC
+0.35%
$ETH
+1.18%
Market pump & dump. 📈📉 Algo LONG & SHORT. 💵💵💵 #CyboTrend #Bybit #Copypro
$BTC
+0.35%
I will be the first guy buying @koenigsegg in Malaysia. By 2028
Nasdaq AUM $550Billions x 0.47% $MSTR weightage = 2.585 Billions of rebalancing liquidity
$MSTR
-99.97%
$QQQ
-13.82%
$MSTR is now include into $QQQ Nasdaq Index Jeezzz … 🔥🙌🏻💪 Liquidity Tsunami incoming Salute to the real deal bitcoin evangelist 🎖️ @saylor
BREAKING: MicroStrategy has been added to Nasdaq 100 $QQQ $MSTR https://t.co/Ch700TWtje
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$MSTR
-99.97%
$QQQ
-13.82%
We want you ! @Balaena_Quant
Choose the easy route, compete with the general mass. Choose the tough route, have an easy after journey. You can only choose either one.
Failure is good. Process to Success. Just like how AI works so well.
Some random thoughts: @Google just did @GoogleQuantumAI with enormous improvement of computational power. The first naive thought of mine is genetic data storage & interpretation technology. Human may literally become bio-life engineer. Create, design, replicate any lifeforms using big data. Even human can start to understand & create “consciousness”. Hence, “Giving birth to new life”. #BioTech is the next big deal. After internet, blockchain, AI… And with a slightest margin of error, Doomsday come. If human philosophical consciousness doesn’t move on as the pace of technology improvement.
How many time have you missed? $ETH $BTC But still make the same mistake?
$ETH
+1.18%
$BTC
+0.35%
Indeed seems like a good bargain 😎🥳 $ETH
$ETH
+1.18%
Again.. bargain 2.0 for $ETH $3,692 Remember when is on a BULL TREND** , When dump is fast, you DCA, absorb retail liquidity together with the whales. When dump is slow, means you buying the whale bag (they distributing to retail while keeping a higher price). Except for blackswan event
$ETH
+1.18%
Bought some $FTT . $100,000 order not yet fully filled… Price in @FTX_Official @SBF_FTX to come back on Jan 2025 onwards. @FTX_Official is still a good exchange itself. Quality client base, good liquidity, solid underlying tech, creative product, strong backer (definitely they want to get their money back) . and maybe @realDonaldTrump would also want to bring them back.
$FTT
-0.75%