Multi-Agent System

Intelligent infrastructure with user isolation

Solution Overview

A distributed agent system providing simultaneous processing for multiple users with complete data and computation isolation.

The system separates the reasoning layer, tool execution and user workspace. Each agent receives a focused role, works with a limited set of tools and passes structured results back to the orchestrator. This keeps long tasks predictable while reducing the risk of context pollution between users.

This architecture is useful when a single assistant is no longer enough: research, file processing, CRM operations, reporting and monitoring can run in parallel without forcing the user to manage every step manually.

Agents3 specialized
Tools14+ base + dynamic skills
Middleware6 control layers
IsolationPer-user gVisor containers
ArchitectureReAct (Reasoning + Acting)

Conclusion

  • Reliability - system works even when something breaks
  • Security - complete data and computation isolation
  • Specialization - the right agent for the right task
  • Scalability - from one to thousands of users