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.