Azure & Cloud Engineering Blog

Lift and shift or rearchitect for cloud-native? A practical guide to choosing the right path for Indian enterprises — and when to combine both in a single programme.

A trained model in a notebook is not a production system. How packaging, serving, monitoring, and rollback turn machine learning into something operations can run.

When an agent cannot answer, that is a documentation signal — not a reason to guess. How RAG-grounded agents surface gaps in support and internal knowledge.

Data, security, and ops checks before you pilot ChatGPT-style assistants on company knowledge.

Practical cost controls we roll out in the first 30 days of an Azure managed engagement — without slowing delivery teams.

What actually mattered when migrating AD across many regions with near-zero disruption.