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# ![@GoshawkTrades Avatar](https://lunarcrush.com/gi/w:26/cr:twitter::1336829759884550155.png) @GoshawkTrades Goshawk Trades

Goshawk Trades posts on X about if you, momentum, saving, for all the most. They currently have XXXXXX followers and 1217 posts still getting attention that total XXXXX engagements in the last XX hours.

### Engagements: XXXXX [#](/creator/twitter::1336829759884550155/interactions)
![Engagements Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1336829759884550155/c:line/m:interactions.svg)

- X Week XXXXXXX -XX%
- X Month XXXXXXX -XX%
- X Months XXXXXXXXX +95%
- X Year XXXXXXXXX -XX%

### Mentions: XX [#](/creator/twitter::1336829759884550155/posts_active)
![Mentions Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1336829759884550155/c:line/m:posts_active.svg)

- X Week XX +8.30%
- X Month XX +43%
- X Months XXX +11%
- X Year XXX -XX%

### Followers: XXXXXX [#](/creator/twitter::1336829759884550155/followers)
![Followers Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1336829759884550155/c:line/m:followers.svg)

- X Week XXXXXX +0.60%
- X Month XXXXXX +2.20%
- X Months XXXXXX +16%
- X Year XXXXXX +30%

### CreatorRank: XXXXXXX [#](/creator/twitter::1336829759884550155/influencer_rank)
![CreatorRank Line Chart](https://lunarcrush.com/gi/w:600/cr:twitter::1336829759884550155/c:line/m:influencer_rank.svg)

### Social Influence

**Social category influence**
[finance](/list/finance)  [social networks](/list/social-networks)  [technology brands](/list/technology-brands)  [exchanges](/list/exchanges) 

**Social topic influence**
[if you](/topic/if-you), [momentum](/topic/momentum) #123, [saving](/topic/saving), [for all](/topic/for-all), [long term](/topic/long-term), [youtube](/topic/youtube), [automation](/topic/automation), [fomo](/topic/fomo), [binance](/topic/binance), [deploy](/topic/deploy)

**Top accounts mentioned or mentioned by**
[@pedma7](/creator/undefined) [@pyquantnews](/creator/undefined) [@joachimmo1985](/creator/undefined) [@theshortbear](/creator/undefined) [@quantarb](/creator/undefined) [@theonelanceb](/creator/undefined) [@leosmigel](/creator/undefined) [@polygonio](/creator/undefined) [@traderdante](/creator/undefined) [@therobotjames](/creator/undefined) [@financialmod](/creator/undefined) [@tradingview](/creator/undefined) [@parallaxway](/creator/undefined) [@finaius](/creator/undefined) [@psychmedtrading](/creator/undefined) [@michaelkatz11](/creator/undefined) [@theshortsniper](/creator/undefined) [@theorytrading](/creator/undefined) [@ninjatrader](/creator/undefined) [@vertoxdf](/creator/undefined)
### Top Social Posts
Top posts by engagements in the last XX hours

"Quick tip: Check if your strategy can survive execution delay. If it can the more robust it is"  
[X Link](https://x.com/GoshawkTrades/status/1995530862721728554)  2025-12-01T16:30Z 59.1K followers, 6181 engagements


"An image worth saving if you are a trader:"  
[X Link](https://x.com/GoshawkTrades/status/1995244712413032776)  2025-11-30T21:33Z 59.1K followers, 22.7K engagements


"Why I'm an algorithmic trader:"  
[X Link](https://x.com/GoshawkTrades/status/1997748760542355655)  2025-12-07T19:23Z 59.1K followers, 39.9K engagements


"Average Trader YouTube comment"  
[X Link](https://x.com/GoshawkTrades/status/1996529584892993883)  2025-12-04T10:38Z 59K followers, 10.8K 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](https://x.com/GoshawkTrades/status/1994081496517497035)  2025-11-27T16:30Z 59.1K followers, 23.6K 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](https://x.com/GoshawkTrades/status/1994832011014672841)  2025-11-29T18:13Z 59K followers, 54.1K 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](https://x.com/GoshawkTrades/status/1998097758134374881)  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](https://x.com/GoshawkTrades/status/1998097933783420950)  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](https://x.com/GoshawkTrades/status/1998097945963671621)  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](https://x.com/GoshawkTrades/status/1998098034140577979)  2025-12-08T18:31Z 59.1K followers, XXX engagements


"What Susquehanna (quant firm) use in their "Lab":"  
[X Link](https://x.com/GoshawkTrades/status/1994799200182399296)  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](https://x.com/GoshawkTrades/status/1998097693441450360)  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](https://x.com/GoshawkTrades/status/1998097868524326923)  2025-12-08T18:30Z 59.1K followers, XXX engagements


"How Stanley Druckenmiller (he managed over $XX billion in assets) looks at technical analysis:"  
[X Link](https://x.com/GoshawkTrades/status/1977672687641415841)  2025-10-13T09:48Z 59.1K followers, 690.9K engagements


"Youngest-ever Citadel MD explains his process to quantify & systematize a discretionary trader's approach:"  
[X Link](https://x.com/GoshawkTrades/status/1994387163325346149)  2025-11-28T12:45Z 59.1K followers, 173.6K engagements


"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](https://x.com/GoshawkTrades/status/1994489268937658479)  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](https://x.com/GoshawkTrades/status/1996219021818233103)  2025-12-03T14:04Z 59.1K followers, 32.5K 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](https://x.com/GoshawkTrades/status/1996219317915201669)  2025-12-03T14:05Z 59.1K followers, 1886 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](https://x.com/GoshawkTrades/status/1998097883086909781)  2025-12-08T18:30Z 59.1K followers, XXX 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](https://x.com/GoshawkTrades/status/1998097912358928884)  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](https://x.com/GoshawkTrades/status/1998433402907988115)  2025-12-09T16:43Z 59.1K followers, 7373 engagements


"Here is his GitHub for anyone who wants to check it out:"  
[X Link](https://x.com/GoshawkTrades/status/1994832136487276835)  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](https://x.com/GoshawkTrades/status/1996219333836710127)  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](https://x.com/GoshawkTrades/status/1996625078499660125)  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](https://x.com/GoshawkTrades/status/1997659257647280419)  2025-12-07T13:27Z 59.1K followers, 7455 engagements


""God forbid a man has hobbies""  
[X Link](https://x.com/GoshawkTrades/status/1998336080186400769)  2025-12-09T10:17Z 59.1K followers, 106K engagements


"Sample size explained: (But people still trade strategies with XX trades historically)"  
[X Link](https://x.com/GoshawkTrades/status/1998373335265345820)  2025-12-09T12:45Z 59.1K followers, 6883 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](https://x.com/GoshawkTrades/status/1998725449606902028)  2025-12-10T12:04Z 59.1K followers, 13.1K engagements

[GUEST ACCESS MODE: Data is scrambled or limited to provide examples. Make requests using your API key to unlock full data. Check https://lunarcrush.ai/auth for authentication information.]

@GoshawkTrades Avatar @GoshawkTrades Goshawk Trades

Goshawk Trades posts on X about if you, momentum, saving, for all the most. They currently have XXXXXX followers and 1217 posts still getting attention that total XXXXX engagements in the last XX hours.

Engagements: XXXXX #

Engagements Line Chart

  • X Week XXXXXXX -XX%
  • X Month XXXXXXX -XX%
  • X Months XXXXXXXXX +95%
  • X Year XXXXXXXXX -XX%

Mentions: XX #

Mentions Line Chart

  • X Week XX +8.30%
  • X Month XX +43%
  • X Months XXX +11%
  • X Year XXX -XX%

Followers: XXXXXX #

Followers Line Chart

  • X Week XXXXXX +0.60%
  • X Month XXXXXX +2.20%
  • X Months XXXXXX +16%
  • X Year XXXXXX +30%

CreatorRank: XXXXXXX #

CreatorRank Line Chart

Social Influence

Social category influence finance social networks technology brands exchanges

Social topic influence if you, momentum #123, saving, for all, long term, youtube, automation, fomo, binance, deploy

Top accounts mentioned or mentioned by @pedma7 @pyquantnews @joachimmo1985 @theshortbear @quantarb @theonelanceb @leosmigel @polygonio @traderdante @therobotjames @financialmod @tradingview @parallaxway @finaius @psychmedtrading @michaelkatz11 @theshortsniper @theorytrading @ninjatrader @vertoxdf

Top Social Posts

Top posts by engagements in the last XX hours

"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, 6181 engagements

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

"Why I'm an algorithmic trader:"
X Link 2025-12-07T19:23Z 59.1K followers, 39.9K engagements

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

"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

"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 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 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

"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

"How Stanley Druckenmiller (he managed over $XX billion in assets) looks at technical analysis:"
X Link 2025-10-13T09:48Z 59.1K followers, 690.9K 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

"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

"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

"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

"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

"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, 7373 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, 7455 engagements

""God forbid a man has hobbies""
X Link 2025-12-09T10:17Z 59.1K followers, 106K engagements

"Sample size explained: (But people still trade strategies with XX trades historically)"
X Link 2025-12-09T12:45Z 59.1K followers, 6883 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, 13.1K engagements

@GoshawkTrades
/creator/twitter::GoshawkTrades