Posts by 

Sid Arora

Fundamentals of Product Management

How To Build, Measure, Improve An AI Product: A Guide For Product Managers

If you want to make an AI product work as intended, you need to know how to use data, feedback loops, memory, and guardrails
Fundamentals of Product Management

Fundamentals of AI Product Management: Prompt Engineering, AI Agents, and Eval Frameworks

LLMs understand the world, but are they actually useful? This guide helps you understand how to build a reliable AI system—covering the exact frameworks PMs need to master Prompts, Agents, and Quality
Fundamentals of Product Management

What is RAG And How Product Managers Should Use It?

Learn how RAG and embeddings make AI reliable and smart. RAG helps AI find truth, while embeddings help it understand meaning and user intent. Details inside.
Fundamentals of Product Management

Fundamentals Of AI Part 1 - AI, ML, DL, LLM And GenAI

AI product managers need to understand the fundamentals that power AI products. In this edition, we break down AI, ML, DL, LLM, and GenAI
Fundamentals of Product Management

What Is Context Engineering And Why Is It More Important Than Prompt Engineering

Writing good prompts is important, but not enough to build successful AI products. LLMs perform much better when they have the right context. That is where Context Engineering comes in.
Fundamentals of Product Management

What The Hell Is An AI Product Manager?

AI Product Management is the hottest job. But no one understands what it really means. This guide breaks down what AI PMs actually do, why the role matters, and how you can build those skills today.
Fundamentals of Product Management

ChatGPT Never Admits When It Doesn't Know The Answer. Here Is Why

ChatGPT doesn’t know facts. It predicts words. Here's why AI sounds confident, why it gets things wrong, and how to use it the right way.
Fundamentals of Product Management

How Rapido Redefined Bike Taxis in India?

Rapido turned India’s two-wheelers into a mobility revolution, 33 lakh daily rides, lean operations, and the playbook Uber and Ola overlooked.

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