Blog · AI Engineering & Leadership

Ideas worth building on.

Every week I share what I have learned building real AI systems, training engineers, and advising AI leaders. No theory. No tutorials you have seen before. Just what actually works in production.

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LangGraph vs LangChain: Which One Do You Actually Need in Production?

LangGraph vs LangChain: Which One Do You Actually Need in Production?

Himanshu RamchandaniHimanshu Ramchandani · Jun 13, 2026
AI Engineering6 min read
Why 88% of AI Pilots Never Reach Production (And How to Be in the 12%)

Why 88% of AI Pilots Never Reach Production (And How to Be in the 12%)

Himanshu RamchandaniHimanshu Ramchandani · Jun 13, 2026
AI Leadership8 min read
We Automated 50 Daily Emails at Hector Beverages. Here Is Exactly What We Built.

We Automated 50 Daily Emails at Hector Beverages. Here Is Exactly What We Built.

Himanshu RamchandaniHimanshu Ramchandani · Jun 13, 2026
AI Automation8 min read
How to Eliminate Hallucinations in Production AI (Without Fine-Tuning)

How to Eliminate Hallucinations in Production AI (Without Fine-Tuning)

Himanshu RamchandaniHimanshu Ramchandani · Jun 13, 2026
AI Engineering8 min read
Your AI Team Is Measuring the Wrong Things (Here Is the One Number That Actually Matters)

Your AI Team Is Measuring the Wrong Things (Here Is the One Number That Actually Matters)

Himanshu RamchandaniHimanshu Ramchandani · Jun 13, 2026
AI Leadership6 min read
The EU AI Act Is Fully Enforced. Here Is What Your Team Needs to Do This Week.

The EU AI Act Is Fully Enforced. Here Is What Your Team Needs to Do This Week.

Himanshu RamchandaniHimanshu Ramchandani · Jun 13, 2026
AI Compliance8 min read
The AI Engineer Portfolio That Actually Gets You Hired (Not Just Noticed)

The AI Engineer Portfolio That Actually Gets You Hired (Not Just Noticed)

Himanshu RamchandaniHimanshu Ramchandani · Jun 13, 2026
Career7 min read
When to Fine-Tune and When to Just Write a Better Prompt

When to Fine-Tune and When to Just Write a Better Prompt

Himanshu RamchandaniHimanshu Ramchandani · Jun 13, 2026
AI Engineering7 min read
How to Build an AI Council That Makes Decisions (Not One That Just Meets)

How to Build an AI Council That Makes Decisions (Not One That Just Meets)

Himanshu RamchandaniHimanshu Ramchandani · Jun 13, 2026
AI Leadership7 min read
Your Prompt Is Business Logic. Are You Version-Controlling It?

Your Prompt Is Business Logic. Are You Version-Controlling It?

Himanshu RamchandaniHimanshu Ramchandani · Jun 13, 2026
AI Engineering7 min read
Shadow AI Is Your Company's Biggest Risk Right Now. Here Is How to Find It.

Shadow AI Is Your Company's Biggest Risk Right Now. Here Is How to Find It.

Himanshu RamchandaniHimanshu Ramchandani · Jun 13, 2026
AI Leadership7 min read
You Built an AI Tool. Now Get Your First 5 Paying Customers Without a Marketing Budget.

You Built an AI Tool. Now Get Your First 5 Paying Customers Without a Marketing Budget.

Himanshu RamchandaniHimanshu Ramchandani · Jun 13, 2026
AI Product8 min read