AI Agents Track • Course Overview

AI Agents Mastery Course

A complete engineering guide to designing, architecting, and operating autonomous AI agents.

Welcome to the AI Agents Mastery Course! This course teaches software engineers and founders how to transition from brittle prompt chains to durable, production-grade autonomous agent systems.

Course Modules & Topics

Module 1: Agent Fundamentals

Decision frameworks, architecture matrix, compounding probabilities, and cost/latency trade-offs.

Module 2: Agent Architecture & Tools

State machines, runtime execution loops, strict JSON tool schemas, and multi-tier memory management.

Module 3: Bounded Agents in Production

Failure-safe boundaries, iteration ceilings, repeat tool-call detection, and human-in-the-loop approvals.

Module 4: Evals & Reliability

Trajectory benchmarks, golden test datasets, LLM-as-a-judge scoring, and CI/CD regression testing.

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