Delivery | Thomas Nys | The Fractional Data Architect

Continuous refactoring strategy - building cleanup into daily delivery routines

Refactoring Without Stopping Delivery

Developer headcount vs delivery - why coherence matters more than capacity

Why hiring more developers won't fix your delivery proble...

Engineering scalability - eliminating friction instead of sprinting harder

You don't scale by sprinting harder

Delivery velocity vs architecture - why speed without foundation fails

"Faster" alone won't save anyone

Specialist vs generalist engineers - balancing depth with cross-team connection

Specialists make things work

Documentation debt cost - how unclear architecture decisions drain millions

Clarity is cheap. Confusion costs millions.

DataOps SysOps collaboration - resolving ownership conflicts between teams

Friction between DataOps and SysOps isn't about tools.

Architecture delivery velocity - why slow teams have design problems not people problems

Your architecture is how you deliver.