From Prompting to Production-Ready RAG Retrieval-Augmented Generation (RAG) is often presented as a prompting technique or a lightweight runtime enhancement for LLMs. While this may work for demos, it breaks Continue reading Building Production-Ready RAG in FastAPI with Vector Databases
Day 5 of 30. Today we’re talking money – specifically, how to spend as little of it as possible. Hosting costs can have a significant impact on a bootstrapped project. Continue reading Day 5: Choosing Our Hosting – How We’ll Run This for Under $20/month
Use the below table of content to navigate. Table of Contents Foundation & Architecture Introduction What Makes Snowflake Different? Snowflake Architecture Core Components Data Storage in Snowflake Compute Layer: Virtual Continue reading Snowflake Data Cloud: A Comprehensive Guide
While software engineers often find themselves performing both front-end and back-end tasks, it is common to develop a preference for one area or to possess stronger skills in either front-end Continue reading Choosing Your Path: Avenger (Front-End) vs Men in Black (Back-End)
This is a submission for the DEV’s Worldwide Show and Tell Challenge Presented by Mux What I Built Ever wondered how your GitHub actually looks to hiring managers? Most devs Continue reading I Built a Multi-Agent AI System That Analyzes Your GitHub Like a Technical Interview Panel
This is a submission for the New Year, New You Portfolio Challenge Presented by Google AI About Me Portfolio https://lisa-girlinghouse-portfolio-476821528932.us-west1.run.app How I Built It What I’m Most Proud Of
Production-grade event pipeline architecture for processing 5 billion daily events Processing 5 billion events per day from millions of concurrent players requires an architecture designed for fault tolerance and operational Continue reading The Gaming Analytics Tech Stack: From Ingestion to Insights
https://dev.to/yash_sonawane25 Learn how to debug your first Kubernetes crash like a pro (even if you’re just starting out). You deployed your app to Kubernetes. Everything looked fine. And then—boom—it crashed. Continue reading Why My Kubernetes App Crashed – Debugging Guide for Beginners
Introduction This post shares a small, self-initiated tech experiment I did to explore how CPU-based proof-of-work systems actually perform in real-world conditions. It’s not a tutorial, recommendation, or speed test Continue reading What I learned by experimenting with Crypto Mining & Systems(Monero)
In the early days of SEO, long before we spoke about entities, semantics, or language models, I worked like a researcher. I would sit for hours in front of an Continue reading From Word Engineer to Entity Architect: The True Story of How Google Changed — and How I Evolved With It
In our previous guide, we set up Better Auth with Nodemailer to handle email verification and invites. Today, we are tackling a critical feature for any production app: The “Forgot Continue reading How to Build a Secure Forgot Password Flow with OTP in Better Auth
Storing data in the cloud is like keeping your valuables in a secure digital vault. Instead of worrying about physical hard drives that can fail or get lost, cloud storage Continue reading Did you know?
As an engineer who has experienced multiple containerized deployments, I deeply understand that performance optimization in containerized environments has its unique characteristics. While containerization provides good isolation and portability, it Continue reading 🔄_Containerized_Deployment_Performance_Optimization[20260104074225]
In January 2026, I encountered a series of cryptic authentication errors while publishing an npm package. This post documents the complete journey from problem discovery to final resolution—hopefully saving others Continue reading From Deprecated npm Classic Tokens to OIDC Trusted Publishing: A CI/CD Troubleshooting Journey
Part 1: Critical Analysis of Recent Tech News Objective Summary of the News The news piece in question discusses a significant development in the tech industry involving a major company, Continue reading Part 1: Critical Analysis of Recent Tech News
