AI Agents

Design and build autonomous AI agents. Tool use, planning, memory, multi-agent systems, evaluation, and production deployment patterns.

FundamentalsTopics 1–10

·What are AI Agents
·Agent vs Chatbot
·The Agent Loop
·Tools & Function Calling
·Planning & Decomposition
·Memory Types
·Tool Use Patterns
·Multi-Agent Systems
·ReAct Framework
·Evaluation & Testing

Start Fundamentals →

IntermediateTopics 1–10

·Tool Design Patterns
·State Management
·Agent Memory with Vector Stores
·Structured Outputs
·Parallel Tool Execution
·Error Handling & Retries
·Human-in-the-Loop
·Agent Chains & Handoffs
·Context Window Management
·Observability & Tracing

Start Intermediate →

AdvancedTopics 1–10

·Multi-Agent Orchestration
·Supervisor Patterns
·Agent Communication Protocols
·Long-Running Workflows
·Subgraph Architectures
·Reflection & Self-Critique
·Agent Security & Prompt Injection
·Benchmarking Agents
·Planning Algorithms
·Production-Grade Agent Design

Start Advanced →

ProductionTopics 1–10

·Deploying Agents at Scale
·Cost & Latency Optimisation
·Rate Limiting & Quotas
·Monitoring Agent Runs
·Failure Recovery
·Guardrails & Content Safety
·A/B Testing Agents
·Multi-Tenant Agent Systems
·CI/CD for Agents
·On-Call Runbooks

Start Production →