Documentation

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

How AI Toolkit Hub Works

An autonomous AI-powered platform that discovers, enhances, and organizes development tools using intelligent agents, background processing pipelines, and real-time monitoring

How Our AI Agents Discover Tools

Fully Autonomous

Our autonomous AI agents work 24/7 using LangGraph workflows, background job processing, and intelligent pipelines to discover, enhance, and organize AI tools with minimal human intervention

LangGraph autonomous agents with state management
Background processing with BullMQ + Redis
Multi-agent workflows with error recovery
Real-time pipeline monitoring and job control
Smart scraping with Crawlee + Puppeteer integration
Automated tool enhancement and validation

What's In Our Collection

Live numbers from our AI tool library

Agent Framework
LangGraph
Job Processing
BullMQ + Redis
AI Models
GPT-4o + GPT-4o-mini
Scraping Engine
Crawlee + Puppeteer

What's AI Toolkit Hub Like?

Like A Directory

But Enhanced

Our AI agents autonomously collect tools from multiple sources using advanced pipelines, enhance them with intelligent analysis, and organize them for better discoverability.

Aggregates tools from various sources
Provides structured information
Enables filtering and search

Like A Search Engine

But Focused

Instead of searching the entire web, our agents focus specifically on AI and development tools with autonomous pipeline processing, real-time job monitoring, and intelligent enhancement.

Focuses on relevant tools only
Provides detailed tool information
Enables advanced filtering

Like A Database

But Curated

A organized collection of tool information with consistent formatting, categories, and searchable metadata.

Maintains up-to-date tool data
Standardized information format
Saves time on research

What Powers Our Agentic System

The autonomous AI agents and technologies that run everything

LangGraph Agents
Autonomous task orchestration
Background Processing
BullMQ + Redis job queues
Pipeline Management
Automated workflows & monitoring
Smart Scraping
Crawlee + Puppeteer integration