So, What Actually Happens When You "Fine-Tune" an AI Model?

Posted on Fri 03 July 2026 in AI Engineering

Ever Read a Customer Review and Instantly Know Whether the Person Is Happy or Furious?

You don't need a dictionary or a rulebook — you just get it, because you've read thousands of sentences before and learned the pattern.

That, in a nutshell, is what fine-tuning does to an AI model …


Continue reading

Working with Language Models: Chat Models, Model Selection, and Serialization

Posted on Wed 24 June 2026 in Generative AI

Working with Language Models

Understanding How Language Models Work in LangChain

Large Language Models (LLMs) are the engines behind modern AI applications. Whether you're building a chatbot, a document assistant, or an AI-powered workflow, you'll spend most of your time interacting with language models.

But not all models work the …


Continue reading

Nemoclaw Slack Bot Lessons Learned

Posted on Mon 11 May 2026 in Tutorials

A personal journey through Slack permissions, missing scopes, and one surprisingly elegant design decision.


Some lessons come from tutorials. Others come from staring at an error message at 10 PM wondering if you've broken something that was never broken to begin with.

This is one of the second kind

I'd …


Continue reading

NemoClaw Your AI Agent's Security Guard

Posted on Mon 11 May 2026 in Tutorials

Have You Ever Wondered How Some People Have an AI That Works for Them 24/7 — Even While They Sleep? The Secret Isn't a Team of Engineers — It's the Right Setup.

Imagine you've hired a really capable assistant. They're smart, fast, and ready to help. But before you hand them …


Continue reading

So You Want to Build an AI App? Here's Where to Actually Start

Posted on Sat 18 April 2026 in Tutorials

Have You Ever Wondered How Tech Companies Spin Up AI-Powered Products So Quickly? The Secret Isn't Magic — It's Organization.

Imagine you're about to cook a big dinner for friends. Before you start, you'd probably do a few things: pick your recipes, gather your ingredients, and set up your kitchen. You …


Continue reading

Finding the Right AI Model Doesn't Have to Be Overwhelming

Posted on Mon 13 April 2026 in Tutorials

A Beginner's Guide to Exploring, Testing, and Choosing the AI That Actually Fits Your Needs

Ever felt overwhelmed choosing between AI models — like picking a phone plan with too many options and too little explanation?

You're not alone. But here's the good news: picking the right AI model doesn't have …


Continue reading