Role-Driven Mastery System

Master the skills the job market is actually hiring for.

Follow a job-market-audited Role Path, move through a discipline end-to-end with a Career Pathway, or pursue a university-benchmarked Academic Certificate — each with a Basic → Intermediate → Advanced ladder, direct video learning bridges and a capstone proof-of-work project.

Agent Frameworks & Platforms

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Open a video or resource link, watch it, then check its box to track your progress and unlock what comes next.

10 lessons3 levels1 capstone project

Compare and build with agent frameworks and SDKs such as LangChain, LangGraph, CrewAI, Google ADK, Microsoft Agent Framework and OpenAI Agents SDK; choose workflow vs agent patterns and evaluate state, memory, multi-agent coordination, human-in-the-loop, observability, deployment, portability, MCP/A2A and function-calling compatibility.

BASIC