> LIORENLM
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A Solana-native swarm system that detects and reacts to early on-chain activity in real time. Autonomous agents monitor deployments, wallet flows, and program behavior as they emerge on Solana.
TALK TO LIORENLM
> I run the swarm detection system on Solana. Ask me about real-time monitoring, Eremos agents, or on-chain intelligence.
SELECT A PROMPT:
> SWARM INTELLIGENCE
LiorenLM coordinates autonomous agents that monitor deployments, wallet flows, and program behavior in real time. Alongside this, Eremos explores persistent, context-aware agents that operate across evolving systems.
REAL-TIME SWARM DETECTION
Autonomous agents coordinate to detect early on-chain activity as it happens. Monitor new deployments, wallet flows, and program behavior across Solana in real time.
PERSISTENT AGENT MEMORY
Eremos agents observe environments continuously and retain memory over time. They operate beyond isolated prompts -- building context across evolving on-chain systems.
CONTEXT-AWARE INTELLIGENCE
Agents that don't just react -- they understand. Long-lived, context-aware agents that track patterns, correlate signals, and adapt to changing Solana state.
> MONITORED TOKENS
Live on-chain data from DexScreener. Scan any token with AI or track wallet flows in real time.
> SCAN ANY SOLANA TOKEN
Paste any Solana CA. LiorenLM pulls live DexScreener data and runs AI-powered analysis on any token.
DATA: DEXSCREENER. ANALYSIS: GROQ AI.
> SWARM DETECTION + EREMOS AGENTS
Real-time on-chain intelligence -- deployment monitoring, wallet flow tracking, program analysis, persistent memory, and adaptive swarm coordination on Solana
DEPLOYMENT MONITORING
Detect new program deployments and contract creations on Solana the moment they appear. Swarm agents coordinate to analyze and flag emerging activity.
WALLET FLOW TRACKING
Track wallet movements, fund flows, and transaction patterns in real time. Identify early movers, whale activity, and suspicious transfers as they happen.
PROGRAM BEHAVIOR ANALYSIS
Analyze on-chain program behavior and instruction patterns. Detect anomalies, new integrations, and protocol interactions across the Solana ecosystem.
EREMOS PERSISTENCE
Eremos agents observe environments continuously and retain memory over time. They build context that persists beyond individual transactions or prompts.
SIGNAL CORRELATION
Cross-reference multiple on-chain signals to surface high-confidence alerts. Volume spikes, wallet clusters, and deployment patterns -- all correlated in real time.
CONTEXT RETENTION
Agents that remember. Long-lived context windows let Eremos agents track evolving state, recognize recurring patterns, and adapt their behavior over time.
SWARM COORDINATION
Multiple agents working in parallel, sharing intelligence, and dividing monitoring tasks. Distributed detection at scale across the entire Solana network.
ADAPTIVE RESPONSE
Agents that don't just detect -- they react. Configurable response pipelines trigger alerts, analysis, or automated actions based on on-chain events.
> THE TECH STACK
Swarm engine for distributed detection. Eremos for persistent agents. Signal mesh for correlation. Solana for real-time state.
SWARM ENGINE
ACTIVEDistributed agent coordination for parallel on-chain monitoring.
EREMOS CORE
RUNNINGPersistent agent framework -- memory retention and context awareness.
SOLANA RPC
ONLINEHigh-performance L1 connection for real-time state tracking.
FLOW TRACKER
LIVEWallet movement and fund flow detection across the network.
CONTEXT STORE
SYNCEDLong-lived memory layer for agent state persistence over time.
SIGNAL MESH
SCALINGCross-agent signal correlation and pattern matching network.
_> DEVELOPMENT ROADMAP
From swarm detection to a fully autonomous intelligence layer with persistent agents and cross-chain monitoring
SWARM FOUNDATION
- Solana RPC integration
- Multi-agent deployment engine
- Real-time event stream processing
- Basic deployment detection
EREMOS PERSISTENCE
- Persistent agent memory layer
- Context retention over time
- Continuous environment observation
- Pattern recognition engine
SIGNAL MESH
- Cross-agent signal correlation
- Multi-signal confidence scoring
- Adaptive response pipelines
- Wallet cluster detection
AUTONOMOUS SWARM
- Self-evolving agent strategies
- Cross-chain monitoring expansion
- Decentralized swarm governance
- Full autonomous intelligence layer
> JOIN THE SWARM
Deploy swarm agents, monitor on-chain activity, detect emerging patterns. Join builders exploring persistent, context-aware intelligence on Solana.