AI Automation on Christa Burger

AI Productivity Is Too Vague. Show the Burden Removed.

Wed, 17 Jun 2026 00:00:00 +0000

“AI improves productivity” is true and also not very useful.

Productivity where?

Which burden got lighter?

What changed?

Did we reduce rework?
Did we prevent something from being forgotten?
Did we make decisions cleaner?
Did we improve evidence?
Did we reduce manual reconstruction?
Did we make the next step obvious?

That is what I care about.

Not vague productivity.

Specific relief with receipts.

This is how AI use cases should be explained.

Automation Should Not Eat the Human

Wed, 27 May 2026 00:00:00 +0000

Automation has a suspicious habit of becoming another thing to manage.

You automate the workflow.

Then you monitor the automation. Then troubleshoot the automation. Then explain the automation. Then build a dashboard for the automation. Then attend a meeting about the automation.

At this point, the automation has not saved time.

It has developed a small administrative ecosystem and started charging rent.

AI needs a better standard.

It should reduce load, not relocate it.

AI Should Protect Aliveness, Not Just Increase Output

Mon, 25 May 2026 00:00:00 +0000

A lot of AI productivity advice seems to assume the goal is to become a more efficient toaster.

More output. More speed. More content. More emails. More dashboards. More lightly formatted urgency.

I am not interested.

The point of AI should not be to cram more sludge into the same calendar.

The point should be to create margin.

For better judgment. Better work. Better thinking. Better relationships. Better rest. Better stewardship.

Reminders Are Not Systems: Building AI Rhythms That Actually Work

Wed, 13 May 2026 00:00:00 +0000

I have a deep affection for reminders. And planners. And all the other systems you can place around yourself to luxuriate in the feeling that you might be on top of things, if you just followed all the tasks and schedules you set for yourself.

I also have a profoundly consistent history of dismissing them and continuing with my life like the free bird that I am.

Two wolves live inside us all, my friends.

Set It and Forget It Is a Trap in AI Automation

Mon, 11 May 2026 00:00:00 +0000

“Set it and forget it” is not how most useful automation works.

It is how rot gets a login.

Systems without maintenance atrophy with time.

The better model is not forgetting.

It is rhythm:

What runs daily?
What runs weekly?
What runs when triggered?
What needs human review?
What gets summarized?
What gets escalated?
What gets archived?
Do you have something auditing it all?

AI systems need cadence because real life has cadence.

Heroics Are Usually a Design Problem

Fri, 08 May 2026 00:00:00 +0000

I used to be more impressed by heroic effort.

The late-night push. The last-minute save. The frantic deck rescue. The spreadsheet that emerges from the ashes wearing a tiny cape.

Now I mostly see heroics as a signal: a broken system relying on the goodwill of one person — or their insecurities — to keep functioning.

Sometimes heroics are necessary. Workloads can fluctuate wildly.

But that is also a lazy acceptance.