Writing on AI architecture, AWS, security, and building production-ready systems.

Thoughts on applied AI, AWS, secure system design, graph databases, and the practical challenges of building and scaling production systems.

Migrating Amazon ECR Images Between AWS Accounts with a Simple Bash Script

A lightweight Bash script for migrating Amazon ECR images between AWS accounts. The script uses Docker Buildx to copy image references directly between registries, preserving tags and multi-architecture manifests without requiring a local pull, tag, and push workflow.

Building AI-Native Engineering Teams Without Losing Engineering Discipline

AI-native engineering is not about replacing engineers with prompts. It is about redesigning the development system so small, senior teams can use AI across planning, design, implementation, testing, review, and operations without losing control of architecture, quality, or security. This article explains how founders and technology leaders can combine Domain-Driven Design, spec-driven development, TDD, curated context, and automated guardrails to ship products in weeks rather than months while keeping the codebase maintainable and production-ready.

No Backend Needed: Running Python in React with Pyodide

A step-by-step guide to integrating Pyodide into a React + TypeScript + Vite app, loading Python packages like NumPy and Matplotlib in the browser, and generating client-side data visualizations from CSV revenue data.

Neo4j Cypher Cheat Sheet

Curious how Neo4j and Cypher stack up against traditional SQL? This post takes the classic Northwind database and reimagines it as a graph, offering a practical cheat sheet that translates common SQL queries into Cypher. Learn how graph databases simplify complex relationships, reduce the need for joins, and offer a more intuitive way to explore connected data—complete with side-by-side query comparisons and real-world use cases.

Debugging DllNotFoundException on Linux and Containers or DLL Hell in 2023

How to debug runtime exceptions like 'System.DllNotFoundException: Unable to load shared library 'libSkiaSharp' or one of its dependencies. In order to help diagnose loading problems, consider setting the LD_DEBUG environment variable: Error loading shared library liblibSkiaSharp: No such file or directory' on Linux or containers

API Rate Limiting by IP with NGINX

How to implement IP rate limits for ASP.NET Core REST API hosted behind NGINX reverse proxy.

Lightweight search for .NET Core

Hassle-free full-text search implementation for small and medium-size applications using LunrCore.