Ravi's Diary of Learnings

Ravi's Diary of Learnings

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AI Product Management – Learn with Me Series

A step by step structured approach from Foundational AI Concepts to Advanced Agentic Workflows
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AI Evaluation (AI Evals) for Product Managers: The Ultimate Beginner’s Guide
 • Raviteja Palanki
What DeepSeek Can Teach Product Managers About AI?
 • Raviteja Palanki
A Milestone Worth Celebrating: Thank You for Being My First 100+ Believers
 • Raviteja Palanki
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The Ultimate LLM Prompt Template for Product Managers: One Structure to Rule Them All
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AI Product Mgmt

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Beyond the Buzzwords: What AI Agents Really Mean (and Why PMs Need to Ditch the Hype and Move to Reality)
A No-BS Guide for Product Managers on AI Agents vs AI Assistants
 • 
Raviteja Palanki
Model Context Protocol (MCP): The Universal Translator That Will Redefine Our AI Products
The exciting revolution in how AI connects to data isn't just for engineers – it's reshaping what's possible for every Product Manager. Here's what we…
 • 
Raviteja Palanki
ML Evaluation (ML Evals): The PM’s Survival Guide for Not Screwing Up AI Products
83% of PMs admit they prioritize deployment over evaluation, risking revenue, trust, and careers
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Raviteja Palanki
2
AI Evaluation (AI Evals) for Product Managers: The Ultimate Beginner’s Guide
How to Build Trustworthy AI Products Without a Data Science Degree + Includes deep dive of my AI Evaluation Framework for Product Managers
 • 
Raviteja Palanki
What is Graph RAG? Why Product Managers Should Care
The future of AI isn’t just bigger models – it’s smarter relationships.
 • 
Raviteja Palanki
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