AboutTeamsPricing
New content added weeklyLive

Master Agentic AI with Adaptive AI.

Master Agentic AI across 15 topics - Foundations, Building Agents, and Production Agents - guided by Leyaa's adaptive intelligence.

3Parts
15Topics
101Patterns
25hEst. duration
Start Learning Free
Agentic AI
Agentic AI Course
3 - part learning journey
Beginner
Foundations
5 topics · 33 patterns
Beginner
Intermediate
Building Agents
5 topics · 34 patterns
Intermediate
Advanced
Production Agents
5 topics · 34 patterns
Advanced
Begin Part 1: Foundations
✦ Course Structure

Your Agentic AI Journey in 3 Parts

Each part builds on the last - a deliberate progression from beginner to advanced.

Beginner
Beginner
Part 1: Foundations
Covers What are AI Agents, Agent Reasoning Patterns, Tools and Function Calling and 2 more topics.
5Topics
33Patterns
View topics
Intermediate
Intermediate
Part 2: Building Agents
Covers RAG-Powered Agents, Multi-Step Task Agents, Agent State Management and 2 more topics.
5Topics
34Patterns
View topics
Advanced
Advanced
Part 3: Production Agents
Covers Production Agent Architecture, Agent Safety and Guardrails, Agent Observability and 2 more topics.
5Topics
34Patterns
View topics
Curriculum

Everything You'll Learn

Explore every topic and pattern in the course.

Agentic AI

3 parts · 15 topics · 101 patterns
Beginner
Part 1: Foundations5 topics · 33 patterns
Beginner
01
What are AI Agents
6 patterns
What is an AI agent
How agents differ from chatbots
Agent perception-reasoning-action loop
Autonomous vs semi-autonomous agents
Single agent vs multi-agent systems
Real-world agent applications
02
Agent Reasoning Patterns
7 patterns
Why reasoning patterns determine agent capability
ReAct pattern (Reasoning + Acting)
Chain-of-thought reasoning in agents
Plan-and-execute pattern
Reflection and self-critique pattern
Tree-of-thought for complex decisions
When to use which reasoning pattern
03
Tools and Function Calling
7 patterns
Why tools extend agent capabilities
Function calling in LLMs
Defining tool schemas and descriptions
Tool selection by the agent
Handling tool execution results
Error handling in tool calls
Building custom tools
04
Memory Systems for Agents
7 patterns
Why memory makes agents useful
Short-term memory (conversation context)
Long-term memory with vector stores
Episodic memory for past interactions
Working memory for current task state
Memory retrieval strategies
Memory persistence and storage
05
Agent Frameworks Overview
6 patterns
Why frameworks accelerate agent development
LangChain agents overview
LangGraph for stateful agents
CrewAI for multi-agent teams
AutoGen for conversational agents
Choosing the right framework
Intermediate
Part 2: Building Agents5 topics · 34 patterns
Intermediate
01
RAG-Powered Agents
7 patterns
Why RAG gives agents knowledge
Document loading and chunking strategies
Embedding models for semantic search
Vector store selection (Pinecone, Chroma, FAISS)
Retrieval strategies (similarity, MMR, hybrid)
Combining retrieval with agent reasoning
Handling retrieval failures gracefully
02
Multi-Step Task Agents
7 patterns
Why complex tasks need planning
Task decomposition strategies
Sequential step execution
Parallel tool execution
Intermediate result handling
Retry and fallback logic
Progress tracking and reporting
03
Agent State Management
6 patterns
Why state management prevents agent confusion
State graphs and transitions
Checkpointing agent progress
Branching and conditional logic
Human-in-the-loop interrupts
State persistence across sessions
04
Agent Evaluation and Testing
7 patterns
Why evaluation ensures agent reliability
Defining success criteria for agents
Test cases for tool-using agents
Measuring agent accuracy and relevance
Latency and cost benchmarking
Regression testing for agent changes
Monitoring agent behavior in production
05
Multi-Agent Systems
7 patterns
Why multiple agents solve complex problems
Agent roles and specialization
Agent communication protocols
Supervisor agent pattern
Debate and consensus patterns
Workflow orchestration across agents
Handling conflicts between agents
Advanced
Part 3: Production Agents5 topics · 34 patterns
Advanced
01
Production Agent Architecture
7 patterns
Why production agents need different architecture
Async agent execution
Queue-based task processing
Agent API design patterns
Scaling agents horizontally
Cost optimization strategies
Caching and result reuse
02
Agent Safety and Guardrails
7 patterns
Why guardrails prevent agent disasters
Input validation and sanitization
Output filtering and safety checks
Tool permission boundaries
Rate limiting and budget controls
Sandboxing dangerous operations
Human approval workflows
03
Agent Observability
7 patterns
Why observability is critical for agents
Tracing agent reasoning chains
Logging tool calls and results
Token usage and cost tracking
Latency monitoring per step
Error rate and failure analysis
Dashboard design for agent monitoring
04
Real-World Agent Applications
7 patterns
Customer support agent architecture
Code generation agent design
Research assistant agent
Data analysis agent pipeline
Content creation agent workflow
Personal assistant agent patterns
Enterprise agent deployment considerations
05
Future of AI Agents
6 patterns
Why agents represent the next AI paradigm
Computer use agents
Autonomous web browsing agents
Agent-to-agent communication standards
Self-improving agents
AGI implications for agent design
Why Leyaa

Not just a course. A learning intelligence.

Leyaa doesn't just deliver content - it understands where you are, what you need, and how to get you there fastest.

Adaptive Diagnostics
Adaptive Diagnostics
Leyaa identifies which of the 101 patterns you've mastered and which need work - before you waste time on what you already know.
Pattern-Level Precision
Pattern-Level Precision
Every pattern gets a verdict - Learn, Practice, or Skip - so your study time goes exactly where it counts.
Intelligent Pacing
Intelligent Pacing
Leyaa reads your velocity across the whole course and adapts your focus list dynamically, keeping you in the optimal learning zone.
Before & After Visibility
Before & After Visibility
Every assessment creates a snapshot. Retake anytime to see exactly how much you've grown - topic by topic, pattern by pattern.
Learner Autonomy
Learner Autonomy
Leyaa recommends, never restricts. Override any suggestion and explore at your own pace - the system tracks everything regardless.
Clear Learning Path
Clear Learning Path
Foundations → Building Agents → Production Agents - a structured journey where each part sets you up perfectly for the next.
Agentic AI

Ready to master Agentic AI?
Start your journey today

Start your diagnostic now. Build mastery across all 15 topics in under 15 minutes.

15 Topics
101 Patterns
Personalized roadmap
Leyaa Swift Bird