INSIGHTS / ENGINEERING NOTES

Notes from the engineering floor.

Field reports on architecture, cloud, DevOps and AI — written by the engineers who ship them.

AI Automation That Actually Ships: Lessons from 15+ Deployments

Start with the workflow, not the model. What separates AI demos from AI systems that automate 80% of support queries in production.

5 min read · 12 Sept 2026

02Cloud

From On-Premise to Azure: A 45% Cost-Cutting Playbook

How we migrated a full enterprise estate to Azure with Kubernetes orchestration and cut infrastructure spend nearly in half — without a single minute of downtime.

7 min read · 12 Sept 2026

03Engineering

Designing Microservices That Don't Collapse at Scale

Service boundaries, event-driven backbones and observability — the patterns we use to keep distributed systems boring in production.

6 min read · 12 Sept 2026