AI Agents
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10 lessons3 levels1 capstone project
Design, build, evaluate, secure, and operate agentic systems.
BASIC
- Tips for Building AI Agents — Anthropic (17 min)
Fast production-minded mental model for agent loops, tools and guardrails. - Building More Effective AI Agents — Anthropic (18 min)
Shows practical patterns for making agents simpler and more reliable. - New Tools for Building Agents — OpenAI (30 min selected)
Connects models, tools and orchestration into a modern agent stack.
INTERMEDIATE
- MCP workshop — Anthropic
A deeper treatment of the same skill; use it to move from concept to working patterns. - LLM Agents: History & Overview (Shunyu Yao) — UC Berkeley
A deeper treatment of the same skill; use it to move from concept to working patterns. - Stanford CS230 ? Agents, Prompts & RAG
A deeper treatment of the same skill; use it to move from concept to working patterns.
ADVANCED
- Agent Service SDK Demo — Microsoft Azure
Extend AI Agents into senior/production practice through AI Experience Engineering. - Build an MCP Server in 20 Minutes — pixegami
Extend AI Agents into senior/production practice through Tool Use & Function Calling. - Getting Started with ADK — Google
Extend AI Agents into senior/production practice through Agent Context, Memory & State.