Research
Web3 / AI
Solana Liquidity Copilot
Built from years inside Solana communities and the need to turn chaos into an interface.
Mission Briefing
A copilot concept that watches signals, summarizes risk, and supports faster market understanding.
Problem
Solana liquidity data is fast, noisy, and hard to turn into clear decisions.
Why I Built It
Built from years inside Solana communities and the need to turn chaos into an interface.
System Architecture
Need
Idea
AI Agent
Tools
Automation
Output
Lesson
Tech Stack
SolanaData pipelinesAI summariesDashboardsAlerts
Workflow
Need gets translated into a repeatable system, then tested until the output becomes useful enough to keep improving.
Key Features
- Signal dashboard
- Liquidity watchlist
- AI explanation layer
- Risk notes
What I Learned
- Speed without interpretation is noise
- Crypto products need trust surfaces
- Communities reveal what dashboards miss
Next Iteration
- Pools monitored placeholder
- Alerts generated placeholder
- Signal quality placeholder