Blog · 76 essays

Engineering essays from the bench.

War stories, architecture decisions, and the occasional tirade. Written by the engineers who shipped it.

2025.11.20

Docker and Containerization: The Complete Production Guide

Master Docker for production with best practices for Dockerfiles, multi-stage builds, image security, container networking, and orchestration decisions.

2025.11.13

Building Production AI Pipelines with Python

A practical guide to designing, building, and deploying AI/ML pipelines that scale - from data ingestion to model serving with MLOps best practices.

2025.10.30

Modern Penetration Testing: Methodology and Best Practices

Explore modern penetration testing methodologies, phases, tools, and best practices. Learn how to plan and execute effective security assessments for your organization.

2025.10.23

SaaS Architecture Patterns: Building Multi-Tenant Applications

Learn essential SaaS architecture patterns including multi-tenancy models, tenant isolation, authentication, billing integration, and scaling strategies.

2025.10.16

A Practical Guide to Zero-Trust Architecture

Learn how to implement zero-trust security principles in your organization - from identity verification to microsegmentation and continuous monitoring.

2025.10.02

How NLP and Transformers Are Transforming Business Operations

Explore practical business applications of NLP and transformer models, from document processing and sentiment analysis to knowledge extraction and automation.

2025.09.18

Computer Vision for Manufacturing Quality Control

Discover how computer vision and deep learning are revolutionizing manufacturing quality control with automated defect detection, real-time inspection, and predictive quality.

2025.09.11

FinOps: Mastering Cloud Financial Management

A practical guide to FinOps covering the inform-optimize-operate lifecycle, tagging strategies, reserved capacity, anomaly detection, and organizational culture.

2025.09.04

Cloud Security Posture Management: Protecting Your Cloud Infrastructure

Discover how Cloud Security Posture Management (CSPM) helps detect misconfigurations, enforce policies, and maintain compliance across AWS, Azure, and GCP environments.

2025.08.21

Scaling Startups on AWS: A Cost-Conscious Architecture Guide

How to build a cloud architecture on AWS that starts lean and scales gracefully - without burning through your runway.