Atlas · GenAI 2026
Agentic AI Systems
40 skills · ontology graph below shows relations within this section.
What this domain covers
This edition groups 40 capabilities in Agentic AI Systems across 9 named categories. The inventory contains 25 concepts and 15 tools; 14 skills appeared in at least two of the three original research runs. The remaining entries stay visible with their lower coverage so a reader can distinguish taxonomy scope from research-system agreement.
Current category labels: Agent Applications · Agent Architecture · Agent Control & Oversight · Agent Frameworks · Agent Memory · Agent Protocols · Multi-Agent Systems · Tool Use & Protocols · and 1 more
Frequent learning foundations
- AI Agent Design supports 14 mapped skills
- Docker supports 2 mapped skills
- LangGraph supports 2 mapped skills
- LLM Function Calling supports 2 mapped skills
- Multi-Agent Orchestration supports 2 mapped skills
Skills in this section
Code Execution Agents
Agent Applications
Computer Use AI
Agent Applications
Deep Research Agents
Agent Applications
Text-to-SQL
Agent Applications
Voice Agents
Agent Applications
AI Agent Design
Agent Architecture
Agent State Management
Agent Architecture
Agentic Planning & Task Decomposition
Agent Architecture
Reflection & Self-Refinement
Agent Architecture
Self-Improving Agents
Agent Architecture
AI Guardrails
Agent Control & Oversight
Agent Sandboxing
Agent Control & Oversight
Human-in-the-Loop AI
Agent Control & Oversight
Resource-Aware Agent Optimization
Agent Control & Oversight
LangChain
Agent Frameworks
LangGraph
Agent Frameworks
LlamaIndex
Agent Frameworks
Pydantic AI
Agent Frameworks
Agent Memory Systems
Agent Memory
Model Context Protocol
Agent Protocols
Multi-Agent Coordination Patterns
Multi-Agent Systems
Multi-Agent Debate
Multi-Agent Systems
Multi-Agent Orchestration
Multi-Agent Systems
A2A Protocol
Tool Use & Protocols
LLM Function Calling
Tool Use & Protocols
Conversational AI
Agent Applications
Dialogflow
Agent Applications
Dialogue Systems
Agent Applications
LiveKit
Agent Applications
Rasa
Agent Applications
Agent Frameworks
Agent Frameworks
CrewAI
Agent Frameworks
Google ADK
Agent Frameworks
Microsoft AutoGen / Agent Framework
Agent Frameworks
Semantic Kernel
Agent Frameworks
Langflow
Low-Code AI Automation
Low-Code AI Automation
Low-Code AI Automation
Microsoft Copilot Studio
Low-Code AI Automation
n8n
Low-Code AI Automation
Multi-Agent Systems
Multi-Agent Systems