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.
Course Catalog
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
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.
Design AI agents you'd trust with your users
You can make agents that work sometimes, but trust and consistency are still missing for real customers.
Turn AI capabilities into products people pay for
You may have strong ideas and demos, but your AI work still has not become a repeatable business product.
Stop doing work a machine should do
Your week is leaking value on repetitive work you can automate with simple AI workflows.
Use AI to save time and grow - no tech background needed
Your business can win with AI, but most people get stuck staring at tools instead of getting results.
Get consistent, useful AI output every time
You spend time writing prompts, but still get inconsistent answers and noisy results.
Build your first MCP tool in an afternoon
You want to ship MCP integrations quickly, but documentation makes it hard to start.
Featured bundle
AI Agent Masterclass + Brief AI Like a Pro at a bundled checkout price.
$197
View bundleBuild production-ready agentic systems with contracts, tools, memory, evaluation, and guardrails.
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
Design and ship production-grade AI agents with reliable tools, memory, and safety.
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.
Build, ship, and scale AI products fast, from your first agent to a real business.
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
Stop doing repetitive work. Build your first AI automation system in one weekend.
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
Practical AI workflows for small teams to save time, serve customers, and grow revenue.
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.
Learn a practical, repeatable system for writing AI briefs that produce consistent, useful output.
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.
A practical, no-fluff guide to Model Context Protocol with real tool builds.
Download the guide
Access the MCP Quickstart PDF and templates.