As a developer who’s shipped lots of projects, I’ve learned one truth the hard way: real speed comes from eliminating repetition. Boilerplates are awesome they give you solid foundations like Continue reading Build Once, Reuse Forever: Why Developers Need Customizable Tools & Templates for Faster, Smarter Projects
In Japanese history, one duel is remembered not for spectacle — but for restraint. Sasaki Kojiro arrived dressed for honor. A long blade. A perfect stance. Ceremony, reputation, form. Miyamoto Continue reading Musashi vs Kojiro: What Software Architecture Can Learn from Fundamentals
Buy Me a Coffee☕ *Memos: My post explains RandomResizedCrop() about size argument. My post explains RandomResizedCrop() about scale argument. My post explains RandomResizedCrop() about ratio argument. My post explains RandomResizedCrop() Continue reading RandomResizedCrop in PyTorch (6)
If you’ve worked with Web Application Firewalls (WAFs), you’ve probably seen this pattern before: Add more rules Tune more regex Still get bypasses and false positives This isn’t because WAFs Continue reading From Regex Matching to Understanding Intent: How SafeLine WAF Uses Semantic Analysis
☁️ Pre-Flight Checklist Before we taxi down the runway, here’s your flight plan. Keep this handy to navigate your flight path. Welcome aboard the cloud! 🌥️ Takeoff Prerequisites A Quick Continue reading Oracle 23ai’s Phantom Vector Memory: A Troubleshooting Guide
It all began with a single pea plant. Humanity’s earliest experiments in heredity happened unconsciously, in sheep pens and wheat fields—transplanted grains that happened to thrive, short-legged sheep that conveniently Continue reading Peas, Bacteria, and DNA: A Century-Long Pursuit of Genetic Truth
Learn how to safely expose SQL data to AI agents using a two-part pattern: MCP for AI communication and a schema-driven query builder for secure queries.” Operational AI Agents Need Continue reading SQL Access for AI Agents — Flexibility with Guardrails
🧱 Understanding and Fixing Node-gyp Issues (A Practical Guide) If you’ve ever run npm install and been greeted with a long list of cryptic errors mentioning node-gyp, you’re not alone. Continue reading Node-gyp Errors? A Complete Guide to Fixing npm Install Failures
In a time when AI can write code, generate designs, and automate complex workflows, it’s easy to overlook the most basic needs— such as converting an image into a PDF. Continue reading Why Lightweight File Conversion Tools Still Matter in 2025
Here’s a statistic that might surprise you: 90% of all relational OLTP workloads are pure reads. Let that sink in. Nine out of ten database operations in your transactional system Continue reading From PostgreSQL to Redis: Accelerating Your Applications with Redis Data Integration
Event-driven architecture looks simple on whiteboards, but in production, it can fail quietly and expensively. At one fintech company, a misconfigured event topic caused thousands of duplicate transactions to be Continue reading Why Event-Driven Systems Fail in Production
⭐ Why I Built This Project (Part 1 — IAM Hardening) Instead of studying cloud security concepts in isolation, I’m using real job descriptions as a roadmap and building hands-on Continue reading 🔒 Beginner’s Guide to AWS IAM Hardening
Your first successful project on the AWS Cloud, perhaps a cloud résumé or a static website, marks a significant milestone. Yet, deployment is only half the battle. To fortify this Continue reading Your First AWS WAF Setup
Buy Me a Coffee☕ *Memos: My post explains RandomResizedCrop() about size argument. My post explains RandomResizedCrop() about scale argument. My post explains RandomResizedCrop() about size argument with scale=[0, 0] and Continue reading RandomResizedCrop in PyTorch (5)
Ryan is joined by Stack Overflow’s CEO Prashanth Chandrasekar and Director of Data Science Michael Foree on the floor at re:Invent to discuss all they’ve seen and heard at the Continue reading Live from re:Invent…it’s Stack Overflow!
