full stack solana
how it started
The idea was brought to me as, “I’m having trouble with a trading bot. Can you take a look?”
One very steep learning curve later, we end up with a complete ecosystem capable of executing on the blockchain in 200ms.
what is involved
In the beginning, not much. But you aren’t going to get anywhere. The world of memecoins is the most hyper-volatile environment imaginable, with very little in the way of reliable trading signals.
The market is rife with deception, rug-pulls, and outright manipulation.
But is it interesting? Totally.
high level components
- Real-time access to blockchain data
- Parsing engine to decode transaction instructions
- Rules engine to generate trade signals
- Prediction engine with trained model
- Execution engine to make trades and track positions
- Frontend because you aren’t a sadist
break it down for me
Parsing Engine
- Listens to real-time feed
- Decodes transaction instructions
- Publishes parsed events
Rules Engine
- Listens to published events
- Calculates take profit, stop loss thresholds
- Publishes trade signals
Prediction Engine
- Hosts trained predictive model
- Generates prediction score
Execution Engine
- Tracks trades and positions
- Executes transactions
- Handles errors, retry, etc.
what are the challenges?
It is endless, I can’t even. Every step is challenging.
a frontend
