AI Agents Mastery
Design, build, and ship production-grade autonomous agents.
A full diploma covering agent foundations, reasoning and planning, tool use, memory, multi-agent orchestration, evaluation, and safety. Each module gates the next via an 80%+ quiz score.
Ship a Production AI Agent With Tools, RAG, Guardrails & Evals
Design, build, evaluate, and deploy a real domain agent that uses tools, retrieves from your own knowledge base, respects safety guardrails, and is observable in production.
25–40 hours over 2–3 weeks · 9 deliverables · rubric out of 100 · passing score 70
- 1
Foundations of AI Agents
Quiz · 10Q · 80% to passWhat an AI agent is, how it differs from a chatbot, core components, and the agent lifecycle.
- 2
Reasoning & Architectures
Quiz · 10Q · 80% to passReAct, Plan-and-Execute, Chain-of-Thought, and Action Graphs — the architectural patterns behind modern agents.
Pass Module 1 to unlock - 3
Memory Systems
Quiz · 10Q · 80% to passShort-term, long-term, and episodic memory; vector databases; tool use; reasoning patterns.
Pass Module 2 to unlock - 4
Prompt Engineering for Agents
Quiz · 10Q · 80% to passSystem prompts, instruction design, guardrails, and multi-step prompting.
Pass Module 3 to unlock - 5
Multi-Agent Systems
Quiz · 10Q · 80% to passAgent roles, communication, supervisors, and collaboration patterns.
Pass Module 4 to unlock - 6
Tool Use & API Integration
Quiz · 10Q · 80% to passAPIs for agents, tool schemas, error handling, and secure tool use.
Pass Module 5 to unlock - 7
Safety & Alignment
Quiz · 10Q · 80% to passSafety principles, alignment strategies, harm prevention, and sandboxing.
Pass Module 6 to unlock - 8
Evaluation & Benchmarking
Quiz · 10Q · 80% to passEvaluation frameworks, benchmark design, failure modes, and continuous evaluation.
Pass Module 7 to unlock - 9
Deployment
Quiz · 10Q · 80% to passRuntime environments, scaling, monitoring, and logging for production agents.
Pass Module 8 to unlock - 10
Scaling & Observability
Quiz · 10Q · 80% to passScaling patterns, observability tools, metrics, and alerting.
Pass Module 9 to unlock - 11
Advanced Agent Patterns
Quiz · 10Q · 80% to passSelf-reflection, planning agents, recursive agents, and self-healing agents.
Pass Module 10 to unlock - 12
Capstone Preparation
Quiz · 10Q · 80% to passThe multi-stage capstone: problem definition, architecture, implementation, and final submission.
Pass Module 11 to unlock