“Without the state file, Terraform is blind.” Day 4 of my Terraform journey introduced one of the most critical—and often misunderstood—concepts in Infrastructure as Code: the Terraform state file and Continue reading 🚀 Terraform Day 4: Understanding State Files & Remote Backends — The Heart of Terraform
Beehiiv just dropped their 2025 rewind stats for my newsletter, One Tip a Week, and honestly, I’m pretty happy with the numbers. It’s been a year of consistent growth which Continue reading My Newsletter: Growth, Fun, Slow & Steady
In today’s data-driven world, efficiently managing and combining documents is a common necessity for many applications. Whether you’re generating comprehensive reports, assembling legal contracts, or compiling data from various sources, Continue reading How to Merge Word Documents in C#
Dealing with large or complex Word documents often presents a significant challenge for developers. Whether it’s extracting specific chapters, processing individual sections, or distributing portions of a report, the ability Continue reading How to Programmatically Split Word Documents in Java using Spire.Doc
A two-dimensional array is like a big grid of boxes, just like a chessboard or a classroom seating chart where kids sit in rows and columns. What It Is It’s Continue reading A two-dimensional array is like a big grid of boxes
When engineers talk about a “Linux board,” they often refer to very different classes of hardware. A modern ARM Cortex-A single-board computer and an older Linux-capable board may both boot Continue reading Cortex-A SBCs vs. Traditional “Linux Boards”: A Practical Engineering Comparison
This is a Plain English Papers summary of a research paper called xVerify: Accurate, Efficient LLM Answer Verifier for Reasoning Model Evaluation. If you like these kinds of analysis, you Continue reading xVerify: Accurate, Efficient LLM Answer Verifier for Reasoning Model Evaluation
Python Pangolin API Tutorial: From Zero to Production in 15 Minutes 🚀 TL;DR: Learn how to integrate Pangolin API with Python through 15+ complete code examples. Build 2 production-ready projects: Continue reading Python Pangolin API Tutorial: 15+ Code Examples + 2 Real Projects [2026]
Check out this Pen I made!
Problem statement: The model shows very high accuracy during evaluation but performs poorly in production because features in the training data unintentionally include information from the target or test set Continue reading Data Leakage Between Train and Test Sets
Why is PDF so important? Why should we focus on PDF? The Importance of PDF in the AX Era So, why should you consider OpenDataLoader PDF? Difficulties with text extraction Continue reading OpenDataLoader: Safe, Open, High-Performance — PDF for AI
The Problem: RAG is too hard I have a folder of 50+ PDFs—technical specs, old logs, and some… interesting declassified government documents. I want to open Claude and ask: “What Continue reading How to give Claude “Long Term Memory” of your local files (No Docker required)
You know those preview cards that show up when you share a link on Twitter or LinkedIn? Those are Open Graph images, and they can make or break your click-through Continue reading How to Auto-Generate Open Graph Images for Your Blog (No Design Skills Needed)
Hey makers, I’ve burned through 6 spools of WS2812B strips in the last year—mostly on ambient desk lights and a custom Halloween setup. Each time? Same story: hotspots, flickering after Continue reading Why Your DIY LED Strips Die Too Soon (And My $15 Fix That Lasted 2 Years)
The Kube Controller Manager manages the various controllers in Kubernetes. Controllers are: 1 – continually on the lookout for the status of things 2 – take necessary actions to remediate Continue reading day3: kube controller manager
