Free Lesson
Context Engineering & RAG for PMs: A Live Build
60 min
Jun 7, 2026 1:00 PM
What you'll learn
The 4 context levers every AI-native PM has to own
Retrieval, chunking, re-ranking, and memory , what they are, when each one breaks, and the PM-level decisions
Build a working Agentic RAG pipeline
No boilerplate, no pre-built repos. Watch me go from 0 → 1 working demo over real Documents
Spot the silent failure modes that tank 80% of RAG Prototype
Hallucinated citations, retrieval drift, and stale memory, how each one looks in your product
A decision framework for when not to use RAG
Most PM teams use RAG as a hammer, let's double click and see when not to use it
Why this topic matters
PMs are sitting on top of a massive opportunity. As a PM turned solo‑founder, building CodePup AI from 0 to thousands of users has been the most fun and energizing chapter of my career, and this session is about sharing the tricks, tools, habits, and mindset that made that possible. This session will make you the person everyone bets on for the next big AI PM role!
You'll learn from
Rajesh Pentakota
Founder CodePup AI || ex-Zynga, Walmart, Flipkart
Previously at
