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@GoshawkTrades Avatar @GoshawkTrades Goshawk Trades

Goshawk Trades posts on X about automation, if you, momentum, monte the most. They currently have XXXXXX followers and XX posts still getting attention that total XXXXX engagements in the last XX hours.

Engagements: XXXXX #

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Mentions: XX #

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Followers: XXXXXX #

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CreatorRank: XXXXXXX #

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Social Influence

Social category influence finance XXXXX% social networks XXXX% technology brands XXXX% exchanges XXXX%

Social topic influence automation #230, if you 7.69%, momentum #65, monte 2.56%, algo 2.56%, saving 2.56%, edges 2.56%, trading strategies 2.56%, youtube 2.56%, fomo XXXX%

Top accounts mentioned or mentioned by @bennpeifert @pedma7 @zach_of_blades @algotradingxai @alifortomorrow @tcoste110 @nik_algo @thistakesawhile @andywallsq @ballingalltim

Top Social Posts

Top posts by engagements in the last XX hours

"4 backtesting techniques I used to find my XX profitable algos: X. Parameter sensitivity X. Walk-forward optimization X. Stress testing X. Monte Carlo Here's why each one matters:"
X Link 2025-11-28T19:31Z 59.1K followers, 20.4K engagements

"6 years ago I had X algos. Today I have XX algos + multi 6-figure profits. Some call it luck. I call it using automation to remove emotions. Here's my algo development playbook:"
X Link 2025-12-03T14:04Z 59.1K followers, 32.5K engagements

"How Stanley Druckenmiller (he managed over $XX billion in assets) looks at technical analysis:"
X Link 2025-10-13T09:48Z 59.1K followers, 691K engagements

"An image worth saving if you are a trader:"
X Link 2025-11-30T21:33Z 59.1K followers, 22.7K engagements

"Quick tip: Check if your strategy can survive execution delay. If it can the more robust it is"
X Link 2025-12-01T16:30Z 59.1K followers, 6182 engagements

"Why I'm an algorithmic trader:"
X Link 2025-12-07T19:23Z 59.1K followers, 40K engagements

"Good Trading is Boring. Good trading isn't flashy. It's repetitive setups small edges and waiting. Manual traders get bored and start forcing trades or chasing action. Algos don't need entertainment. They execute the boring trade every single time"
X Link 2025-12-08T18:30Z 59.1K followers, XXX engagements

"There are X levels to trading strategies. @pedma7 and I broke down all X levels after a combined XX years of playing this game. Here's the full breakdown:"
X Link 2025-12-09T16:43Z 59.1K followers, 7396 engagements

"This guy built a Claude agent that trades MNQ. While these are always fun things to build. XXXXXXXXXXX% of the time they won't be profitable long term"
X Link 2025-11-29T18:13Z 59K followers, 54.1K engagements

"Average Trader YouTube comment"
X Link 2025-12-04T10:38Z 59K followers, 10.8K engagements

"Let's bust some myths: Automation doesn't eliminate emotions completely. You'll still feel drawdowns. But it removes emotions on a trade-by-trade basis the moments where hesitation and FOMO happen. Here's why you should consider it and how:"
X Link 2025-12-08T18:30Z 59K followers, XXX engagements

"Step 2: Choose your execution method. Option 1: Use a platform - NinjaTrader - MT5 - Etc Option 2: Direct API integration - Interactive Brokers - Binance - DAS Trader - Etc I use both depending on the market and complexity"
X Link 2025-12-08T18:30Z 59.1K followers, XXX engagements

"Step 4: Repeat and grow your portfolio. The beauty of algos: upfront energy infinite ROI. You can then add more algos to the portfolio and scale"
X Link 2025-12-08T18:31Z 59.1K followers, XXX engagements

"Loses $X billion. 20%+ loss in portfolio value due to cascading effects. Going through divorce. Being sued by shareholders. Here is how Bill Ackman bounced back after all this:"
X Link 2025-11-27T16:30Z 59.1K followers, 23.6K engagements

"What Susquehanna (quant firm) use in their "Lab":"
X Link 2025-11-29T16:02Z 59.1K followers, 4197 engagements

"Automation doesn't just execute trades. It removes human error eliminates hesitation and never deviates from the trading plan. If you care about profits systems and scaling read this:"
X Link 2025-12-08T18:29Z 59.1K followers, 7661 engagements

"Want help automating your strategy I run a development shop that turns strategies into automated strategies. DM me or check the link in bio"
X Link 2025-12-08T18:30Z 59.1K followers, XXX engagements

"Step 3: Test and deploy. Backtest it. Stress test it. Paper trade it. Once validated go live small and scale up as performance matches expectations"
X Link 2025-12-08T18:30Z 59.1K followers, XXX engagements

"Step 3: Robustness testing A backtest that looks good isn't enough. I run it through stress tests: - Parameter sensitivity - Walk-forward optimization - Monte Carlo Simulation This is to make sure we aren't just looking at noise"
X Link 2025-12-03T14:05Z 59.1K followers, 1886 engagements

"How to Start Automating: Step 1: Break down your strategy into clear rules. Every entry exit stop loss and filter must be objective. E.g. "Buy when RSI crosses 70""
X Link 2025-12-08T18:30Z 59.1K followers, XXX engagements

"Youngest-ever Citadel MD explains his process to quantify & systematize a discretionary trader's approach:"
X Link 2025-11-28T12:45Z 59.1K followers, 173.6K engagements

"Here is his GitHub for anyone who wants to check it out:"
X Link 2025-11-29T18:13Z 59.1K followers, 3865 engagements

"Step 4: Full automation I fully automate every strategy so emotions can't creep in. My setup: Equities: Interactive Brokers - Python Small caps: DAS Trader - C# Futures: NinjaTrader - C# Crypto: Python direct to exchange API Once it's live I never touch a trade manually"
X Link 2025-12-03T14:05Z 59.1K followers, 1875 engagements

"if you are interested in algorithmic trading and have no idea where to start Id recommend: These four books. its a starting point to get into it:"
X Link 2025-12-04T16:58Z 59.1K followers, 33.3K engagements

"Blend strategies that profit in DIFFERENT times. Momentum for trends Mean reversion for chop Arb when possible If they all blow up together you dont actually have diversification. You have correlation you didnt measure"
X Link 2025-12-07T13:27Z 59.1K followers, 7462 engagements

""God forbid a man has hobbies""
X Link 2025-12-09T10:17Z 59.1K followers, 106.1K engagements

"Sample size explained: (But people still trade strategies with XX trades historically)"
X Link 2025-12-09T12:45Z 59.1K followers, 6904 engagements

"Instead of adding more indicators do this: X. Strip your strategy to ONE core signal. Momentum mean reversion etc. X. (if #1 has positive expectancy) Trade it across multiple markets that apply. Diversification complexity. X. Add optimizations like continuous signals volatility targeting etc Often if your strategy needs XX parameters to work you don't have an edge"
X Link 2025-12-10T12:04Z 59.1K followers, 13.6K engagements