Architecture Guides
Best practices for designing scalable, secure multi-agent systems
Core Principles
Our architecture is built on proven principles that ensure scalability, reliability, and security.
Layered Architecture
Our platform follows a strict layered architecture with clear separation of concerns between presentation, business logic, and data layers.
Microservices
Each component is designed as an independent microservice that can be scaled, deployed, and maintained separately.
Zero Trust Security
Every request is authenticated and authorized, with end-to-end encryption and continuous security monitoring.
Event-Driven
Asynchronous, event-driven patterns enable real-time responsiveness and loose coupling between services.
System Architecture
A high-level overview of the MeerTech platform architecture and its core components.
┌─────────────────────────────────────────────────────────────────┐
│ CLIENT LAYER │
│ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ │
│ │ Web UI │ │ SDKs │ │ CLI │ │ API │ │
│ └────┬─────┘ └────┬─────┘ └────┬─────┘ └────┬─────┘ │
└────────┼─────────────┼─────────────┼─────────────┼──────────────┘
│ │ │ │
└─────────────┴──────┬──────┴─────────────┘
▼
┌─────────────────────────────────────────────────────────────────┐
│ SECURITY GATEWAY │
│ Authentication │ Rate Limiting │ WAF │
└─────────────────────────────┬───────────────────────────────────┘
▼
┌─────────────────────────────────────────────────────────────────┐
│ AGENT ORCHESTRATOR │
│ ┌───────────────┐ ┌───────────────┐ ┌───────────────┐ │
│ │ Task Scheduler│ │ Agent Manager │ │ Event Router │ │
│ └───────┬───────┘ └───────┬───────┘ └───────┬───────┘ │
└───────────┼──────────────────┼──────────────────┼───────────────┘
│ │ │
▼ ▼ ▼
┌─────────────────────────────────────────────────────────────────┐
│ CORE SERVICES │
│ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ ┌─────────────┐│
│ │ Reasoning │ │ Memory │ │ Tool │ │ Sentinel ││
│ │ Engine │ │ Store │ │ Registry │ │ Security ││
│ └──────┬──────┘ └──────┬──────┘ └──────┬──────┘ └──────┬──────┘│
└────────┼───────────────┼───────────────┼───────────────┼────────┘
│ │ │ │
└───────────────┴───────┬───────┴───────────────┘
▼
┌─────────────────────────────────────────────────────────────────┐
│ DATA LAYER │
│ ┌──────────┐ ┌──────────┐ ┌──────────┐ ┌──────────┐ │
│ │ Vector DB│ │PostgreSQL│ │ Redis │ │ S3/Blob │ │
│ └──────────┘ └──────────┘ └──────────┘ └──────────┘ │
└─────────────────────────────────────────────────────────────────┘Core Components
Deep dive into each component of the MeerTech platform.
Agent Orchestrator
Central coordination layer for managing agent lifecycles, task distribution, and inter-agent communication.
Reasoning Engine
Core AI inference layer powered by optimized transformer architectures with custom attention mechanisms.
Memory Store
Distributed vector database for long-term agent memory, semantic search, and context retrieval.
Tool Registry
Dynamic service registry for agent tools and capabilities with automatic discovery and versioning.
Observability Stack
Comprehensive monitoring, logging, and tracing infrastructure for debugging and performance optimization.
Security Gateway
API gateway with rate limiting, authentication, threat detection, and compliance enforcement.
Multi-Agent Design Patterns
Proven patterns for building robust multi-agent systems.
Agent Supervisor Pattern
A hierarchical pattern where supervisor agents coordinate worker agents, handle exceptions, and ensure task completion.
Tool Chaining Pattern
Sequential execution of tools where the output of one tool becomes the input for the next, enabling complex data transformations.
Consensus Pattern
Multiple agents independently process the same task, and results are aggregated through voting or weighted averaging.
Reflection Pattern
Agents evaluate and critique their own outputs, iteratively improving results through self-assessment loops.