The Decision to Delete: A Necessary Evil Deleting 100k lines of production code—roughly 20% of our Go database’s codebase—wasn’t a decision made light...
Introduction A few weeks ago, I was researching how to run model inference in Java without integrating with an external API or loading a Python sideca...
Build a Profitable AI Agent with LangChain: A Step-by-Step Tutorial LangChain is a powerful framework for building AI agents that can interact with th...
Explore the dReLU-based sparsification method achieving 90% model sparsity and 2-5× inference speedups. Learn how this breakthrough makes large langua...
Every time you start a new session with your AI coding agent, it wakes up with amnesia. Continue reading on Medium »
How I solved food waste (winning 1st place overall at Northwestern University's largest ever hackathon in the process). Of course, only the latter par...
What I learned about AI when I stopped thinking about code and started thinking about abstraction Continue reading on Medium »
Early in my career as a software engineer, my notes were… chaos. My Supervisor Said My Notes Were Scattered. She Was Right. Some were in notebooks. So...
Last year, my partner and I adopted a dog 🐶 (keep reading, pics at the end!) And with him came a lot of love... and a lot of responsibility. Vaccines...
I stopped typing three months ago. Not completely, but for most of my work, I just talk. The setup: I speak into my phone, the text appears on my comp...
Introduction: The Creator's Dilemma Imagine pouring weeks of effort into a piece of content—honing every detail, ensuring it meets your personal stand...
My dismissals were true until they weren’t Continue reading on AI Advances »
Five years. In the “normal” world, that’s just the time it takes to get a car loan paid off. In the developer world, 2021 feels like the… Continue rea...
Fine-tuning vs RAG: When to Use Each Approach for Production LLMs You've shipped a proof-of-concept with GPT-4, your demo went well, and now engineeri...
import Tabs from ' @theme /Tabs'; import TabItem from ' @theme /TabItem'; import TOCInline from ' @theme /TOCInline'; The pattern this week was simple...
I’m posting for the first time here because I finally decided: just do it. Learning from Odin Project has taught me something simple but hard: motivat...
AI tools are generating tests faster than ever. Those tests are measuring the wrong thing. Continue reading on Medium »
A Quick Experiment: How Much My Wallet Screamed Between the Two AI Tools Continue reading on Tech AI Chat »
Yesterday I was chatting with a friend. I mentioned a project I've been working on recently—using AI to reduce hardware TCO (Total Cost of Ownership),...
In 2026, we are on the edge of a fundamental shift. The challenge of open source has never been the quality of the code; it’s been the… Continue readi...
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