Blog

Field notes on backend engineering.

Practical writing on data platforms, APIs and cloud infrastructure — from the people who build it.

A terminal showing a Terraform plan output beside a cloud architecture diagram
Cloud & Infrastructure

Infrastructure-as-code from day one: the real cost of retrofitting later

Aetherisys Consulting
A whiteboard sketch of service boundaries and API endpoints
APIs & Microservices

How to Design an API Your Team Can Still Operate in Three Years

Aetherisys Consulting
A Jupyter notebook on one screen and a running production service on another
Data Science & ML

Getting a Machine Learning Model Out of a Notebook and Into Production

Aetherisys Consulting
A monitoring dashboard showing data pipeline freshness and volume checks
Data Engineering

How to Know Your Data Pipeline Is Actually Trustworthy

Aetherisys Consulting