Course Catalog

Practical AI curriculum built for execution

Review the learning path before you join. Every module is designed to move from strategy to implementation with clear lessons and practical outcomes.

Outcome Tracks

Pick the course that matches your next milestone

Ship AI Agents - Agentic Development Course

Ship AI agents that actually work in production

If your current workflows pass in demos but fail with real users, this course gives you the controls to ship reliably.

Featured bundle

AI Implementation Bundle

AI Agent Masterclass + Brief AI Like a Pro at a bundled checkout price.

$197

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Agentic Development

Build production-ready agentic systems with contracts, tools, memory, evaluation, and guardrails.

12 lessons
  • Agentic Development: What It Is (and What It Isn’t)

    Define agentic development, where it creates leverage, and when not to use it

  • Agent Runtime Basics: Models, Loops, and State

    Understand the building blocks of an agent runtime and the minimum viable loop

  • Agent Contracts: Roles, Prompts, and Guardrails

    Write clear role contracts, constraints, and output schemas to keep agents predictable

  • Tooling & Action Interfaces

    Design tool APIs that agents can use safely with validation, retries, and fallbacks

  • Memory Systems: Short‑Term, Long‑Term, Retrieval

    Choose memory tiers and retrieval patterns that keep agents grounded and useful

  • Planning & Decomposition Patterns

    Teach agents how to break work into safe, reversible steps with clear stop conditions

  • Multi‑Agent Orchestration

    Coordinate multiple agents with clear roles, handoffs, and shared state

  • Human‑in‑the‑Loop Controls

    Design approval checkpoints, permission tiers, and audit trails for high‑risk actions

  • Evaluation & Testing for Agents

    Build regression harnesses and success metrics so agents improve over time

  • Reliability, Observability, and Safety

    Instrument agents with logs, retries, timeouts, and policy checks for production use

  • Cost, Latency, and Scaling

    Control token budgets, response time, and throughput as usage grows

  • Shipping Agentic Products

    Package agent workflows into real product features with onboarding, trust, and governance

AI Agent Masterclass

Design and ship production-grade AI agents with reliable tools, memory, and safety.

10 lessons
  • What Agents Are

    Define the agent loop, boundaries, and the minimum contract for reliable behavior.

  • Architectures

    Compare reactive, deliberative, and hybrid agent designs and choose the right fit.

  • Tool Use

    Design tools with strict schemas, safety checks, and clear side effects.

  • Memory Management

    Build short-term, long-term, and retrieval memory that improves outputs without risk.

  • Multi-Agent Systems

    Design roles, contracts, and coordination for agents that work as a team.

  • Error Handling

    Design retries, fallbacks, and guardrails for predictable agent recovery.

  • Deployment

    Ship agents as reliable services with queues, observability, and safe runtime limits.

  • Cost Optimization

    Control token spend with budgets, caching, and model routing without sacrificing quality.

  • Security

    Protect agents against prompt injection, data leakage, and unsafe tool execution.

  • Building Your Stack

    Assemble a production-ready stack with the right tradeoffs for your agent.

AI Product Building

Build, ship, and scale AI products fast, from your first agent to a real business.

6 lessons
  • Ship Fast Foundations

    Learn the key concepts of this lesson

  • Build Your First Agent

    Learn the key concepts of this lesson

  • From Prototype to Production

    Learn the key concepts of this lesson

  • Scaling Growth and Complexity

    Learn the key concepts of this lesson

  • Monetization and Client Work

    Learn the key concepts of this lesson

  • Advanced Automation and Overnight Builds

    Learn the key concepts of this lesson

AI Automation Fundamentals

Stop doing repetitive work. Build your first AI automation system in one weekend.

16 lessons
  • Why Automation Now

    Master this essential automation concept

  • Tasks vs Workflows vs Systems

    Master this essential automation concept

  • The 80/20 of AI Tools

    Master this essential automation concept

  • Your First Automation Win

    Master this essential automation concept

  • ChatGPT vs Claude — When to Use What

    Master this essential automation concept

  • No-Code Tools — Zapier, Make, and n8n

    Master this essential automation concept

  • Low-Code Options — When No-Code Isn't Enough

    Master this essential automation concept

  • When to Automate (And When Not To)

    Master this essential automation concept

  • Email Triage Automation

    Master this essential automation concept

  • Content Generation Pipeline

    Master this essential automation concept

  • Data Extraction Automation

    Master this essential automation concept

  • Customer Response Automation

    Master this essential automation concept

  • From One Workflow to a System

    Master this essential automation concept

  • Monitoring and Error Handling

    Master this essential automation concept

  • Cost Optimization

    Master this essential automation concept

  • When to Hire vs Automate

    Master this essential automation concept

AI for Small Business

Practical AI workflows for small teams to save time, serve customers, and grow revenue.

8 lessons
  • AI Reality Check for SMBs

    Separate hype from practical wins you can actually ship.

  • ChatGPT vs Claude for Business

    Pick the right tool for each job and avoid guesswork.

  • Customer Service Automation

    Reduce response time without losing the human touch.

  • Content and Marketing

    Build a reliable content engine without a full team.

  • Admin and Operations

    Turn messy back-office work into clean, repeatable systems.

  • Sales and Lead Gen

    Use AI to follow up faster and close more of the right deals.

  • Hire vs Automate

    Decide where people create value and where systems should take over.

  • Building Your AI Roadmap

    Turn ideas into a 90-day plan with clear wins and guardrails.

Brief AI Like a Pro

Learn a practical, repeatable system for writing AI briefs that produce consistent, useful output.

8 lessons
  • Why Briefing Matters

    Understand why good briefing is the single biggest lever for reliable AI output.

  • Anatomy of a Great Brief

    Use the CREF framework to structure every AI brief with clarity and speed.

  • Context, Not Commands

    Why background beats step-by-step instructions when briefing AI.

  • Examples and Constraints

    Learn how to steer output with tight examples and clear boundaries.

  • Iteration Patterns

    Use structured iteration loops to improve output without rewriting the brief every time.

  • Tool-Specific Briefing

    Adjust your briefing style for ChatGPT, Claude, Midjourney, and Copilot.

  • Common Briefing Mistakes

    Avoid the seven mistakes that cause vague, generic AI output.

  • Your Briefing Playbook

    Build reusable templates, checklists, and a personal briefing system.

MCP Quickstart Guide

A practical, no-fluff guide to Model Context Protocol with real tool builds.

1 lessons
  • Download the guide

    Access the MCP Quickstart PDF and templates.