Documentation

Technical documentation for the autonomous agentic system that powers Aimee AI Tools Knowledge Base

The Agentic System: How AI Agents Work Together

Our new autonomous agent system uses AI agents that work independently and collaboratively to discover, analyze, and organize AI tools with minimal human intervention.

Autonomous Agent Architecture

Our agentic system replaces traditional service-based architecture with autonomous AI agents powered by LangGraph.

What Are Agents?

Agents are autonomous AI entities that can:

  • Make decisions independently
  • Coordinate with other agents
  • Handle errors and retry logic
  • Stream progress updates

Why LangGraph?

LangGraph provides:

  • State-based workflow orchestration
  • Visual workflow debugging
  • Human-in-the-loop capabilities
  • Advanced error recovery

Agent Workflow

How agents process tasks from start to finish

1
Task Created
via API
2
Agent Selected
auto-routing
3
Workflow Runs
autonomous
4
Results Stored
persistent

Autonomous Operation

Agents make intelligent decisions, handle errors, and coordinate with minimal human intervention.

Scalable Architecture

Add new agent types and workflows without breaking existing functionality or client integrations.

Real-time Monitoring

Complete visibility into agent performance, task status, and system health with streaming updates.