# AI PM Certificate Included

New content every week

## Become an

## AI PM

# A 6-week curriculum to become an AI Product Manager. Stop guessing. Start delivering reliable AI.

### **Enroll for free** ↓

**Community**

+1k

**Cost**

Free

**Units**

6

**Format**

On-demand

# Methodology

# The reliability gap

# Most AI features fail in production because teams treat LLMs like magic, not software. Without a feedback loop, you are flying blind.

### KEY CONCEPT

"If you can't measure it,

you can't improve it"

### The old way

#### "I tested 5 inputs and it feels okay."

- Batch testing with golden datasets.

### Testing strategy

#### "Vibes. Trust me bro."

- Human in the loop, then LLM-as-Judge.

### Metrics

#### "Randomly changing prompt words."

- Systematic hypothesis testing.

### Iteration

# Curriculum

### Module 1

AI PM Mindset

Understand why AI products are probabilistic, not deterministic. Identify the core reliability gap and set up your workspace.

### Module 2

Designing AI Systems

Stop guessing with prompts. Learn the science of prompt engineering and when to give the AI tools to act.

### Module 3

Experimentation & Feedback

Move from 'vibes-based' testing to structured experiments. Learn to measure what actually matters.

### Module 4

Diagnosing & Automating Quality

How to know if your prompt iterations are actually better. Use human feedback and automated grading to ensure quality.

### Module 5

Iteration & Continuous Improvement

The job isn't done at launch. Learn to monitor reliability in production and improve systematically.

### Module 6

Becoming an AI PM

Turn everything you've learned into a repeatable, organization-wide process.

# Stop shipping

# Vibes

### **Enroll for free** ↓