Mastery map
Agentic AI track · 38/47 known (81%)
mastered 1 placed by diagnostic 37 learning 0 ready to learn 6 locked 3
Llm Foundations
How LLMs generate textContext windowsSystem prompts & rolesFew-shot promptingChain-of-thought & reasoningStructured outputEmbeddingsModel selection & tiers
Tool Use
Function callingTool designCode execution & sandboxingComputer & browser use
Retrieval Context
Vector searchChunking strategiesHybrid search & rerankingThe RAG pipelineGraphRAG & knowledge graphsRAG evaluationContext engineering
Agent Core
The agent loopReAct & planningAgent memoryAgentic RAGFeedback loops & sensorsHarness engineeringAutonomy levels & human-in-the-loop
Interop
MCP fundamentalsBuilding MCP serversMCP at scaleAgent SkillsA2A & agent-UI protocols
Multi Agent
Orchestrator-worker patternHandoffs & swarmsParallel agents & isolationEvent-driven agents
Production Ops
Agent evaluationLLM-as-judgeAgent observabilityGuardrailsPrompt injection & agent securityCost & latency engineeringWhy agents fail in productionAgents for SRE & incident management
Applied
Agentic coding practiceSpec-driven developmentAgent deployment & stateEnterprise agentic architecture