# Multi-Agent Swarm Simulation ## Overview Concurrent database access with multiple agents performing parallel operations on shared memory. ## Purpose Test concurrent write/read performance and conflict resolution in multi-agent scenarios. ## Operations - **Agents**: 5 concurrent agents - **Operations per Agent**: 3 (store, create, retrieve) - **Total Operations**: 15 per iteration - **Conflict Detection**: Automatic ## Results - **Throughput**: 2.59 ops/sec - **Latency**: 375ms avg (per agent) - **Conflicts**: 0 (100% isolation) - **Operations**: 15 total - **Avg Agent Latency**: 15-22ms ## Technical Details - Session-based isolation prevents conflicts - ACID transactions ensure consistency - Parallel execution via Promise.all() - Each agent has independent session ID ## Applications - Distributed systems testing - Multi-tenant databases - Concurrent API testing - Load testing frameworks **Status**: ✅ Operational