Enterprise Azure & AI Engineering Playbooks

Lessons Learned from a 15TB QNAP-to-Azure Storage Migration The SID mapping problem that cost us three days. The RoboCopy flags that preserve everything. The phase-by-phase architecture drawn out. And the six things I would do differently next time. By Francis Avorgbedor | Azure Engineer  ·  July 8, 2026  ·  16 min read  ·  Azure Files · QNAP · Migration FA Francis Avorgbedor Azure Engineer  ·  SEVENAI  ·  Azure Field Notes 15TB Data migrated across 8 SMB shares 6 Migration phases over 6 weeks 4hrs Total user-facing downtime at cutover $474 Monthly Azure Files cost post-migration Ipreviously published the case study version of this migration — the what and the why and the overall outcome. This post is the engineering version: step-by-step processes with architecture diagrams, the exact commands that ran in production, the specific problems I did not anticipate and how I worked through them, and the six concrete things I would do differen...

Behind the Scenes of a Large-Scale Azure File Share Migration From assessment through cutover — the complete architectural story of how large enterprise file share migrations actually work: what tools to use when, how to design your share mapping, where the surprises live, and what the monitoring looks like at scale. By Francis Avorgbedor | Azure Engineer  ·  July 9, 2026  ·  18 min read  ·  Azure Files · Enterprise Migration · Storage FA Francis Avorgbedor Azure Engineer  ·  SEVENAI  ·  Azure Field Notes 5 Migration tools evaluated — only 2 used in production 8 Phases from assessment to post-migration validation 100M+ Files Storage Mover tested to at enterprise scale 0 Files lost in production — the only acceptable number Large-scale file share migrations sound like infrastructure projects. They are not. They are change management projects with an infrastructure implementation layer underneath. The file copying is the easy part. The har...