Engineering Insights & Field Notes

Architecture patterns, AI integration, security hardening, and decision frameworks from production deployments. No fluff. Just what works.

12Articles
144 minTotal Reading
~12 minAvg. Read
Line diagram of defence in depth, a probe contained at the outer ring
API Security Top

OWASP API Security Top 10 Checklist: A Technical Audit Guide

Use this OWASP API Security Top 10 2019 checklist to audit your APIs. Learn actionable steps to test for BOLA, mass assignment, and rate limiting flaws.

Line diagram of a four-stage pipeline: trigger, plan, execute, observe
AI Orchestration Architecture

Workflow Orchestration Architecture for Automation

Master workflow orchestration architecture for automation. Discover architectural patterns for state management, HITL consent, and legacy RPA integration.

Line diagram of stacked image layers, from base image up to application code
Docker Security Best Practices

Docker Container Security Hardening: An End-to-End Architecture Guide

Master Docker container security hardening with end-to-end strategies covering CIS benchmarks, daemon config, runtime policies, and CI/CD enforcement.

Line diagram of an orchestrated system, services around one shared context layer
Enterprise AI Architecture

Mastering AI Integration in Software Architecture: Systems, Risks, and Frameworks

Discover advanced frameworks for AI integration in software architecture. Learn how to prevent microservice sprawl, enforce governance, and test AI systems.

Line diagram of stacked image layers, from base image up to application code
Container Security Controls

Container Security Best Practices OWASP: An Architect\'s Guide

Discover container security best practices OWASP frameworks recommend. Learn to harden runtime, hosts, and orchestrators against modern cloud-native threats.

Line diagram of defence in depth, a probe contained at the outer ring
API Authorization Patterns

Backend API Security Hardening Strategies: A Deep-Dive Implementation Guide

Master backend API security hardening strategies with expert guides on token revocation, ABAC policies, JWKS resilience, and automated OWASP CI/CD scanning

Line diagram of a four-stage pipeline: trigger, plan, execute, observe
Multi-Agent Code Review

Building a Scalable AI Code Review Workflow for Enterprise Architecture

Master your AI code review workflow with multi-agent orchestration. Cut latency, control costs, and manage exploding AI-generated code churn efficiently.

Line diagram of an orchestrated system, services around one shared context layer
Systems Design

The Architecture of Reliable Systems

Production systems fail in predictable ways. Here is the framework I use to design infrastructure that survives real-world load and bad deployments.

AI Integration Without the Buzzwords
AI Engineering

AI Integration Without the Buzzwords

A practical guide to adding AI to real products. Where it adds value, where it does not, and how to avoid the most common implementation mistakes.

Security Hardening Playbook for SaaS
Security

Security Hardening Playbook for SaaS

The non-negotiable security practices for production SaaS. What to implement before your first paying customer.

Why Most Automation Projects Fail
Automation

Why Most Automation Projects Fail

After building 30+ automation systems, the failure patterns are clear. Here are the five most common and how to avoid them.

The Full-Stack Decision Matrix
Technology

The Full-Stack Decision Matrix

A framework for evaluating tech stack options by the metrics that matter: speed, cost, team fit, and long-term maintenance.