Manual trading on Solana is a losing game.
You're competing against bots that:
– Execute in milliseconds
– Never sleep
– Don't trade emotionally
So I built ChainCircle.
A marketplace for Solana trading bots & dApps. Arbitrage. Snipers. Automation.
Built in Rust. Built for speed.
Explore → https://t.co/Oceo25wa7d
Why Python + Rust instead of one language?
Python = signal science
Rust = execution performance
Mixing both in one language means
compromising on one of them.
This separation is how serious trading
infrastructure is actually built.
Full breakdown → https://t.co/T6HjbqpG4U
Episode 5 of my FREE quant trading course is LIVE 🔥
I built a live crypto trading bot with Python + Rust.
Here's the architecture:
🐍 Python → connects to Alpaca WebSocket
→ aggregates 1-min bars into 4H candles
→ computes EMA 200 + MACD + RSI live
→ fires signal over TCP socket
⚙️ Rust → receives signal on port 9999
→ checks 5% stop-loss
→ sizes position at 25% of capital
→ places real order on Alpaca
Two processes. One clean system. Zero emotion.
Full code in the description 👇
https://t.co/T6HjbqpG4U
RT if you know a dev who needs this 🙏
Most algo traders skip this step — then wonder why
they keep losing 🤦🏾♂️
Episode 4 of From Quant to AI Trading is live 👇
You'll learn:
→ How to read your backtest results properly
→ Stop-loss levels that actually make sense
→ Risk management before you go live
Free. No fluff. Just the framework.
🔗 https://t.co/A1jHKQ4nAY
#AITrading #AlgoTrading #CryptoNigeria #Solana #TradingBot
I gave Python 🐍 $10,000 and told it to trade Bitcoin.
3.5 years later:
$148,024 💰
+1,380% return 📈
4.4× better than holding BTC 🔥
9 total trades in 3.5 years ⚡
The strategy won only 37.5% of trades.
Yet still turned $10k into $148k.
Win rate is a lie.
Risk-reward is everything.
Full Python code in Episode 3 of my free course 👇
https://t.co/ZYyyrsuxnw
I gave Python $10,000 and told it to trade Bitcoin.
3.5 years later:
$148,024 💰
+1,380% return 📈
4.4× better than holding BTC 🔥
9 total trades in 3.5 years ⚡
The strategy won only 37.5% of trades.
Yet still turned $10k into $148k.
Win rate is a lie.
Risk-reward is everything.
Full Python code in Episode 3 of my free course 👇
https://t.co/ZYyyrstZxY
Episode 3 of my FREE quant trading course is LIVE 🔥
I backtested a BTC strategy in Python on 4 years of
real data.
Here's what happened:
$10,000 → $148,024 ✅
+1,380% return ✅
Beat holding BTC by 4.4× ✅
Only 9 trades in 3.5 years ✅
The full Python code is in the video 👇
https://t.co/ZYyyrstZxY
RT if you know a trader or developer who needs this 🙏
Episode 3 of my FREE quant trading course is LIVE 🔥
I backtested a BTC strategy in Python on 4 years of
real data.
Here's what happened:
$10,000 → $148,024 ✅
+1,380% return ✅
Beat holding BTC by 4.4× ✅
Only 9 trades in 3.5 years ✅
The full Python code is in the video 👇
https://t.co/ZYyyrstZxY
RT if you know a trader or developer who needs this 🙏
Episode 2 of my FREE quant trading course is LIVE ���
In Episode 3, we backtest the exact strategy we build today on 4 years of real BTC data.
The result?
$10,000 → $148,024 ✅
+1,380% return ✅
4.4× better than holding BTC ✅
But first — you need to understand the indicators that make it work.
Episode 2 breaks down:
→ RSI — how to read momentum extremes
→ MACD — catching the crossover before the move
→ EMA 200 — the trend filter that keeps you on the right side
→ How to combine all 3 into one signal
This is the foundation. Don't skip it.
🎥 Watch free → https://t.co/4WCoS0jyZo
RT if you know someone who needs this 🙏
🚨 https://t.co/rdsIuBcLXa DYOR Guide 2026: How to Spot Real Gems Before You Ape (Avoid 90% Rugs) – Save This Thread
https://t.co/rdsIuBcLXa drops thousands of tokens daily. 90% rug or fade. Here’s your fast <5-min checklist to do real research.
Never become exit liquidity again 🛡️
🧵 #Solana #PumpFun #DYOR
I just launched a FREE course that takes you from zero
to building AI-powered trading bots.
No fluff. No paid upsells. Just real code and real strategies.
From Quant to AI Trading 🧵👇
I just launched a FREE course that takes you from zero
to building AI-powered trading bots.
No fluff. No paid upsells. Just real code and real strategies.
From Quant to AI Trading 🧵👇
The course is completely FREE on YouTube.
Episode 1 is live now 👇
https://t.co/49rmi7Dndj
And if you want ready-made Solana bots while you learn:
→ https://t.co/T4LM6gG8qk
Drop a 🔥 if you're in.
RT to help someone who needs this. 🙏
I just launched a FREE course that takes you from zero
to building AI-powered trading bots.
No fluff. No paid upsells. Just real code and real strategies.
From Quant to AI Trading 🧵👇
A little about me:
→ Solana developer building trading bots for years
→ Built copy trading bots, sniper bots & MEV strategies
→ Run @_ChainCircle — a marketplace for Solana bots & dApps
→ Now documenting everything I know in this free course
If I can build it, I can teach it. 🤝