A coaching platform where 6 expert personas deliver personalized advice grounded in the collective wisdom of 303 Lenny's Podcast episodes and their guests.
Lenny's 303 podcast episodes contain thousands of insights from world-class product, growth, and leadership experts. Listening to all of them would be time consuming, and keyword search alone could not surface the right wisdom at the right moment.
> This project solves the accessibility and actionability gap: it transforms a passive, linear archive into an interactive coaching experience where users get personalized, context-aware advice that quotes and attributes the actual guests, whenever needed.
< Data processing > Processed 303 transcripts into 16,007 indexed segments with 28,517 keywords
< AI architecture> RAG pipeline: keyword search → passage retrieval → context-augmented generation with persona constraints
< Personalization> 6 distinct AI personas with unique vocabularies, coaching styles, MBTI-driven behaviors, and behavioral safeguards
< Domain modeling > 6 theme clusters, episode-to-theme mapping, guest attribution, source transparency
https://lennycoach-ze3dtaoq.manus.space
Manus Browser
Connectors
Data visualization
Nanobanana Pro
Wide research
Database
J JD Kouassigan(Owner) 