Ravi's Diary of Learnings

Ravi's Diary of Learnings

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AI Product Mgmt

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
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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…
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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
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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
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Raviteja Palanki
What is Graph RAG? Why Product Managers Should Care
The future of AI isn’t just bigger models – it’s smarter relationships.
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Raviteja Palanki
What DeepSeek Can Teach Product Managers About AI?
A Product Manager's Guide to the decode the Next Big Disruption
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Raviteja Palanki
The Ultimate LLM Prompt Template for Product Managers: One Structure to Rule Them All
Stop Collecting Hundreds of Prompts. Here's Your Master Template for 10x Better AI Responses
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Raviteja Palanki
The Imperative for AI Upskilling
A Tech PM’s Perspective Amidst Uncertainty
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Raviteja Palanki
What is an LLM?
A Product Manager's Perspective
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Raviteja Palanki
Are You Choosing the Right AI Solution for Your Product?
How can PMs evaluate which features need data science, ML, or generative AI to confidently pick the exact AI solution that aligns with user needs…
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Raviteja Palanki
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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Raviteja Palanki
What is Retrieval-Augmented Generation (RAG)?
The method to deliver accurate, relevant, and contextually aware answers, empowering users with confidence. Includes an illustrative RAG Workflow to…
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Raviteja Palanki
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