Building AI Trading Systems • Financial Automation • Blockchain Solutions | @TDH_Concept | DM for collab
Joined September 2025
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Most people defending Web2 don’t realize this:
You don’t use the internet; you’re renting it. 🧵👇
Web2 companies control:
- Your data
- Your identity
- Your access
One policy change, you’re gone. Comfortable… but fragile.
#Web3 #Blockchain
Soon people will start talking about AI automation and AI agents in trading more often 💯
How to manage your trades properly with AI agent:
How much control should an AI agent have over your crypto trades?
An AI agent can analyse market data, identify opportunities, prepare a transaction and explain why a trade makes sense.
But should it have permission to execute everything on its own?
I would separate those responsibilities.
If you're using AI agents for crypto trading, here's a safer way to structure the process:
1. Separate analysis from authorization.
Let the agent study market data, compare trends and suggest trades.
2. Let it prepare the transaction.
It can assemble the transaction details, including the asset, amount, contract and destination. But preparing a transaction doesn't mean it gets to execute it.
3. Verify before signing.
Check what the transaction will actually do. Review the amount, recipient, contract and permissions being requested before approving.
4. Keep your private keys separate.
Your master key or seed phrase should never be exposed to the AI model. Use a secure wallet or hardware signer to retain control.
5. Set execution limits.
If you enable automated actions through session keys or smart-account permissions, restrict the assets, transaction size, approved contracts and duration of access.
The distinction matters:
An AI agent can help you decide what to do with your money without having unlimited authority to move it.
Automation can save time, but control over your funds should remain yours
More Indicators Don’t Mean Better Trading Decisions.
When building a trading bot, it’s tempting to keep adding indicators.
EMA, RSI, MACD, ADX, Stochastic…
The idea is that more indicators mean more confirmation.
But too many filters can create new problems:
▪️Missing good trading opportunities.
▪️Entering trades too late.
▪️Making the system too dependent on specific market conditions.
▪️Reducing performance when market conditions change.
I’ve learned an important lesson during EA development:
Every indicator must solve a specific problem.
Instead of asking, “What other indicator can I add?”
Ask, “What weakness am I trying to fix?”
If a filter doesn’t improve performance when properly tested, it may not belong in the system.
A good trading bot isn’t the one with the most indicators.
It’s the one with clear logic, proper risk management, and rules supported by evidence.
Complexity isn’t the same as intelligence.
#indicator #AlgoTrading #Trading #AI
Does having More Indicator make you a Better Trader ? 🤔
When a trading strategy starts underperforming, the first instinct is usually to add another filter.
Another indicator.
Another confirmation.
Another rule that promises to improve the results.
I’ve learned to resist that instinct.
The trading system I’m building relies on just two entry filters:
One confirms the market’s direction.
The other checks whether the market is actually ready to make a meaningful move.
Each filter answers a different question. That’s intentional.
What I’ve found is that adding more filters often doesn’t add more confirmation it simply repeats the same idea in a different way.
Sometimes the best improvement isn’t adding another feature.
It’s having the discipline not to.💯
Whether you’re building trading systems, software, or AI products, simplicity backed by evidence often outperforms complexity built on assumptions @grok
#indicators #TradingEducation #forex
GimsDev retweeted
omo, look at the spread on BTCUSD at @headway_world 😭
this isn’t spread anymore.
it’s gap analysis. 📉
how am i supposed to find a setup on the lower timeframe when the spread can stop me out before the move even starts?
@pips_daily why is headway like this?
GimsDev retweeted
TOP OF THE MONTH, YOU DYSFUNCTIONAL LOT.☕️♠️
MAY YOU FIND THE DISCIPLINE TO RESIST THE MARKET’S EVERY TEMPTATION…
NOT EVERY MOVEMENT WARRANTS YOUR PARTICIPATION, NOR EVERY CANDLE YOUR BLOODY ATTENTION.
LESS IS MORE, AND MORE IS OFTEN LESS. TRADE WITH DISCERNMENT, NOT DESPERATION.
FOR HEAVEN’S SAKE, STOP OVERTRADING.
🙏🏾♠️🦁
Building a Trading Bot Is Easy. Building One That Survives Is Hard.
When I started developing automated trading systems, I thought the hardest part would be creating a strategy that finds good trades.
I was wrong.
The real challenges appeared during testing:
✅ A profitable backtest that struggled in live trading.
✅ Settings that didn’t match between testing and execution.
✅ Filters that blocked winning trades.
✅ Risk calculations that needed fixing.
✅ Features that added complexity without improving results.
Each problem taught me something.
I’ve learned that building a reliable EA isn’t about adding more indicators or making the code more complicated.
It’s about testing assumptions, understanding failures, managing risk, and improving one thing at a time.
A good backtest is a starting point, not proof of a reliable system.
The real goal is to build a trading system that can stand up to real-world conditions.
That’s where the actual engineering begins.
#AI #algotrading #Testing #Trading
A Strategy That Works Isn’t the Same as a System You Can Trust
A strategy can perform well in every backtest and still fail when market conditions change.
That’s why I’ve learned to build my automated trading system around risk control, not just entries.
I use:
✅ A hard account-wide drawdown limit to stop trading.
✅ A structure-based stop loss with a maximum loss cap.
✅ A monitoring layer that watches for unusual behavior and sends alerts without changing trades.
These safeguards aren’t there because I expect the system to fail.
They’re there because I know no system can predict every market condition.
I’d rather have a controlled loss than discover the meaning of “unlimited risk” on a live account.
A system that only works when everything goes right isn’t finished.
#AI #algotrading #LearningInPublic #automate
I’m grateful for the opportunity to speak at the CPSG Growth Summit, where I shared insights on trading and the growing role of AI automation in the financial markets.
It was an honor to be part of the conversation, connect with the community, and exchange ideas.
Thank you, @Cpsgtrading , for having me. 🩵💯
SPECIAL APPRECIATION TO GIMSDEV!
The October edition of the CPSG Traders Growth Summit was an opportunity to explore how technology is transforming the trading industry, and GimsDev brought valuable insights to the conversation.
His contribution on AI, Automation, Copy Trading and the Future of Trading helped us appreciate the growing role of technology in modern financial markets.
But beyond being a knowledgeable voice in the conversation, GimsDev is also a Programmer and Expert Advisor (EA) Developer, bringing technical skills to the intersection of technology and trading.
FXNG COMMUNITY, TAKE NOTE!
If you're a trader looking to explore automated trading solutions, develop an EA around your trading strategy, or get professional programming assistance for your trading projects, GimsDev is someone worth connecting with.
Whether you're exploring automation or looking to turn a trading idea into a technical solution, consider reaching out to him to discuss your requirements.
GimsDev, thank you for honouring our invitation, sharing your expertise and adding value to the CPSG community.
We appreciate you! 🤝
#CPSGTradingAcademy #FXNG #AlgoTrading #EADevelopment
Speaking on AI automation in trading and how it has helped traders manage risk and make informed trading decisions and most importantly provided flexibility in trading 💯
TOMORROW: THE FUTURE OF TRADING IS THE CONVERSATION!
AI is changing how we analyse the markets.
Automation is changing how trades are executed.
Copy trading is changing how people participate in the markets.
But are traders truly prepared for what comes next?
The CPSG Traders Growth Summit - October Edition brings this important conversation to X Spaces.
THEME: TECHNOLOGY & TRADING
AI, Automation, Copy Trading & the Future of Markets.
🎙️ Featuring:
🔥 GimsDev
🔥 Ashbeel
Two speakers bringing valuable perspectives to a conversation every forward-thinking trader should be part of.
We'll explore:
🤖 The role of AI in trading
⚙️ Automated trading systems and bots
📊 Copy trading opportunities and risks
💻 Technology and trading execution
🚀 What the future holds for financial markets
📅 Saturday, 31st October 2026
⏰ 7:00 PM WAT
📍 X Spaces
Whether you're a beginner, experienced trader, funded trader or industry professional, this conversation is for you.
Don't get left behind as the industry evolves.
🔔 Set a reminder. Invite your trading circle. Come ready to learn, network and grow.
CPSG Traders Growth Summit
Learn | Network | Grow
GimsDev retweeted
For some time now,I've been putting together this incredible work on how comparison in trading is costing us all.
Someone elses win should never become the reason you lose your way.
In trading,comparison can make you rush,doubt your strategy,and abadoon,your own progress.
Stay in your lane and build your edge. Trust your Journey.
🚨 BITCOIN BEARISH SCENARIO?
If $BTC loses the $80,000 level, could $40,000 be back on the radar?
A breakdown could increase selling pressure, but a drop to $40K is a speculative scenario, not a confirmed target.
Watch key support levels, volume, and market structure before jumping to conclusions.
For educational purposes only. Not financial advice.
#Bitcoin #BTC #CryptoAnalysis #CryptoMarket
PROTECT YOUR MONEY FIRST, PROFITS COME SECOND.
Trading is not about winning every trade. It’s about making smart decisions.
1. Don’t just try to be right. Know where your trade is wrong and exit when your rules say so.
2. Not every market movement is an opportunity. Sometimes, the smartest trade is no trade at all.
3. Control your losses. One big loss can wipe out many small wins, so always follow your risk rules.
4. Be patient. Accept small losses when necessary, and let your winning trades grow.
Remember: You don’t have to win every trade to make money. You need to manage your risks, protect your capital, and follow your plan.
AI DOESN’T HAVE YOUR TASTE.
AI can copy styles and create amazing things.
But you decide what looks good, what makes sense, and what is worth sharing.
Use AI to create faster, but train your own mind to spot what’s great.
AI can help you create. YOU decide what’s worth creating.
🆘 Everyone is hyping vibe coding.
Vibe coding feels fast…
Until the problems start.
Here’s what usually happens:
• Quick fixes pile up.
• The code becomes messy.
• More bugs start appearing.
• Things work today but break tomorrow.
• The same code gets copied everywhere.
• Security mistakes slip in.
• Too many unnecessary tools get added.
• Developers stop understanding the project.
• Even small updates become difficult.
AI can help you write code faster.
But if you don’t review and improve it, you’ll spend more time fixing problems than building new features ✅
GimsDev retweeted
Happy Taco Tuesday
Do you consider the risks or opportunities first?
2 people can interpret the same situation differently - 69
One person can see rejection while the other sees redirection.
Someone sees a risk, while someone else sees an opportunity.
The situation doesn't have to change but maybe the way we look at it.
A different perspective won't solve every problem, but it might reveal an option you hadn't considered.
A time came the industry stretched crypto to build things outside the internet
Not just tokens, NFTs, or financial apps.
Actual infrastructure.
That was the idea behind DePIN.
Decentralized Physical Infrastructure Networks use crypto incentives to encourage people and businesses to contribute resources like wireless connectivity, computing power, storage, and energy.
Instead of relying on one company to build and operate everything, networks can reward independent contributors for providing these resources.
Helium explored decentralized wireless networks, while Filecoin built a marketplace for decentralized storage.
The model was simple.
People provide useful resources.
The network rewards them.
Customers pay to use the service.
But there's a catch.
Rewarding people for contributing infrastructure doesn't automatically create demand for it.
A network can attract contributors with token incentives and still struggle to find enough customers willing to pay.
That's a real test.
Can it deliver something people actually need at a competitive price, without relying entirely on token rewards?
DePIN introduced a different question for crypto.
Not just how to attract users, but how to build infrastructure people would actually pay to use.
Don’t know who needs to hear this!
One of life’s hardest lessons is knowing when to let go.
We often hold on due to the time, energy, and emotions invested.
But past investment isn’t a reason to stay in the wrong place.
Growth means accepting what no longer serves you and having the courage to move on.
GimsDev retweeted
Saturdays are for weddings!
Today, I’m going around to check if any of your exes is getting married. If the priest asks, “Is there anyone against this union?” I’ll raise my hand on your behalf.
Don’t worry, I’ll stand up and tell them you’re living a happy life.
See y’all later 💜 I de for you all🤝😎
