flashdba

For most of the last decade this blog has been about enterprise data infrastructure under pressure.

For nineteen articles this series set out to do one thing and refuse another.

For a long time, the signals didn’t look like signals.

The meeting had been running for forty minutes and everyone in the room knew something was wrong – they just couldn’t name it yet.

The database team knew something had changed.

The Alarm That Didn’t Go Off In the early 2000s, during my first week as the sole Oracle DBA at BuildOnline – a document management SaaS company serving the construction industry – I discovered what a production database crisis actually looks like.

Picture the moment an agent framework connects directly to your database.

There is a moment, familiar to anyone who has run infrastructure at scale, when the numbers stop making sense.

The compliance request arrived on a Thursday afternoon.

What Happens When Agentic AI Closes the Data Loop Everyone reading this has seen some version of the diagram below.