Product Leader at Cursor
Ex-Founder, Tech Staff @ Anthropic Labs


28 people enrolled last week.
🚨 If you are self-funding, use code AIBUILDLABS for $500 off (expires Sunday, Mar 1st)
You do NOT need prior AI experience, coding skills, or a machine learning background. Whether you're a traditional PM, engineer, founder, or operator, this program starts from first principles and builds your AI product fluency step-by-step.
If you feel behind in AI, this is exactly where you start—just like the 3,000+ alumni who have given this program over 1,000 reviews.
We use our Crystallization Framework to cement your AI expertise:
Content: A flipped classroom model designed for working professionals. We begin with how LLMs actually work, then move into prompting, prototyping, evaluation systems, cost control, latency trade-offs, and full AI product architecture.
Context: Apply what you learn. You’ll pressure-test real strategies, work through live product scenarios, and get your questions answered directly by world-class AI product leaders. This is where confidence gets built.
Confirmation: You ship a production-ready AI product as your capstone. This is an asset you can proudly show in interviews, performance reviews, or investor conversations.
#1 Rated AI Certificate. Acquire the skills needed to confidently build AI products, positioning yourself for success in the AI world
Stop building "solutions looking for problems." Map user friction directly to AI capabilities.
Use the 5-Question Framework to quantify pain severity, frequency, and total market impact.
Draft an AI PRD that defines risks, guardrails, and success metrics before writing code.
Don't just add a "chat" button. Use the 3P Framework: Prioritization, Placement, Prominence.
Master the 4 AI Design Patterns: Inputs, Special Instructions, Outputs, and Feedback Loops.
Design for "non-determinism" using Human-in-the-Loop and Levels of Autonomy frameworks.
Prompting isn't guessing. Master the Context vs. Behavior Matrix to pick the right tool.
Know exactly when to escalate from Prompt Engineering to RAG or Fine-Tuning.
Apply advanced tactics: Chain of Thought, Few-Shot, and Delimiters to reduce errors.
"Vibe checks" don't scale. Build automated evaluation suites using LLMs as graders.
Create "Golden Datasets" to benchmark performance against specific user intent.
Run adversarial "Red Teaming" to catch hallucinations, PII leaks, and prompt injections.
Move beyond simple assistants. Implement orchestration patterns like the "Manager Role".
Master the Agent Stack: Sense (Multimodal), Plan (Reasoning), and Act (Tool use).
Solve reliability issues like "Task Looping" via state tracking & termination rules.
Stop defaulting to GPT-4. Evaluate models based on Time-to-First-Token and TPM cost.
Learn the trade-offs between proprietary models (OpenAI) and Open Source (Llama/Mistral).
Understand the "Fine-Tuning" trap: Why you likely don't need it, and when you actually do.
For PMs & Leaders: The #1 rated certificate to master the age of AI. Learn the A-to-Z playbook to ship successful AI products.
For Engineers & Tech Leads: Don't just build. Lead. Get the product strategy to make better tech decisions & fast-track your career.
For Founders, Designers & UX: The playbook to build a winning AI venture or design human-first AI experiences users will love.
Live sessions
Learn directly from Rohan Varma & Henry Shi in a real-time, interactive format.
Lifetime access
Go back to course content and recordings whenever you need to.
Community of peers
Stay accountable and share insights with like-minded professionals.
Certificate of completion
Share your new skills with your employer or on LinkedIn.
Maven Guarantee
This course is backed by the Maven Guarantee. Students are eligible for a full refund through the second week of the course.

Learn to systematically identify and prioritize opportunities for value creation with AI within your organization
Break down business problems and translating them into testable, high-value AI feature hypotheses
Learn key AI metrics, how to define model evaluation criteria, and manage AI sprints
Live sessions
1-3 hrs / week
Projects
2-4 hrs / week
Async content
1-2 hrs / week
$2,500
USD