System Architecture
Everything runs on Rust. No Python, no JIT experiments.
Alpha status: Lookback scanner, Mitch AI, Take Profit alerts, and AI Contract Analyzer are staged for Beta.
Stack
Dexstream
WebSocket feeds from DexScreener, 9 chains
Aegis
Security checks (blacklist, holders, coordination)
Seraphim
HTTP client for GoPlus, Honeypot, The Graph
Grimoire
SQLite database for signals, blacklist, cooldowns
Mitch
AI report generator (Claude API)
Data Flow
Dexstream pulls token pairs via WebSocket
Filters apply: $5K-$40K mcap, liquidity, spam checks
Aegis runs security modules in parallel
Passed signals go to Telegram
Security Stack
Aegis runs these checks on every signal:
Contract scanning (GoPlus, Honeypot.is, AI)
Blacklist lookup (50K+ wallets)
Holder concentration analysis
Leiden-based coordination detection
Paper hands / new wallet heuristics
Each chain has tuned thresholds (e.g., Solana 60%/65% block concentration, Ethereum 80%/90%).
Performance
~40% faster than the old Python stack
75% test coverage and climbing
Hot reload for thresholds — no downtime for config changes
Retry/backoff on all external APIs
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