Beau Carnes
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Content Marketing
Creating Memorable Web Experiences: A Modern CSS Toolkit
I love the fact that CSS is finally reclaiming control over visual interactions, taking charge of th …
How to Build a Production
In July 2025, a Claude Code recursion loop burned between 16,000 USD and 50,000 USD in five hours. T …
The State of CSS Centering in 2026
What? Another article about centering?! But all we have to do is use display: flex | grid, then alig …
How to Use MLflow to Manage Your Machine Learning Lifecycle
Training machine learning models usually starts out being organized and ends up in absolute chaos.We …
Data Science Insights: Why the Mean Lies When Handling Messy Retail Data
In our daily life, we use the word "average" all the time: average salary, average marks, average ag …
The 2026 FinOps Roadmap: From Cost
My first AWS bill was $23,000. I had been working at the company for three weeks.Nobody told me. The …
How to Build a Browser
PDF files often become difficult to manage when pages are out of order, scanned incorrectly, duplica …
How to Clean Time Series Data in Python
Real-world time series data is rarely clean. Sensors drop out, systems clock-drift, pipelines duplic …
How to Build a Google Sheet AI Agent with Composio and Gemini TTS Support
With the rise of AI agents and agentic systems, we’re no longer just generating text or images, we’r …
Why Your Deep Learning Model Isn't Learning: Diagnosing Data Problems in Medical Imaging
I built a clean, well-structured deep learning pipeline using MONAI (Medical Open Network for AI) on …
AI Paper Review: Improving Language Understanding by Generative Pre
We use AI tools all the time, whether it’s asking questions, generating images, or getting help with …
High Availability Architecture
Database management is a critical aspect of web development. From traditional SQL databases to moder …
How to Take Machine Learning Beyond Python Notebooks with These Helpful Tools
Machine learning tasks usually start in a Python notebook, and for good reason. Notebooks make it ea …
@function
Experimental:Check browser support before using this in production.The @functionat-rule defines CSS …
The WebCodecs Handbook: Native Video Processing in the Browser
If you've ever tried to process video in the browser, like for a video editing or streaming app, you …
CSS Color Functions
If you asked me a few months ago, “What does it take for a website to stand out?” I may have said fa …
How to Build Your Own Local AI: Create Free RAG and AI Agents with Qwen 3 and Ollama
The landscape of Artificial Intelligence is rapidly evolving, and one of the most exciting trends is …
The 2026 FinOps Roadmap: From Cost
My first AWS bill was $23,000. I had been working at the company for three weeks.Nobody told me. The …
Product Experimentation with Propensity Scores: Causal Inference for LLM
Every product experimentation team running causal inference on LLM-based features eventually hits th …