I Do Run AI Agents Overnight. Here's What Actually Matters.
Boundaries, supervision, evidence, and why unattended execution is not the same thing as unbounded autonomy.
Petie Clark — Applied AI Systems
Applied AI systems that survive contact with the business.
Field notes on agent orchestration, evaluation, authority boundaries, enterprise integration, deployment, and production operations.
Get new posts in your inbox
No spam. No marketing. Just the writing.
/start-here
How I think about governed systems
Why I Prefer One Clear Source of Truth
Why tools can multiply while authority, state, and accountability still need one dependable home.
Why I Write Down the Rollback Before the Change
A deployment is not ready merely because the forward path looks convincing.
The Case for a Smaller Blast Radius
Production systems become trustworthy through bounded change, not theatrical confidence.
Design Polish Should Remove Doubt
Visual QA earns its keep when it catches the clever decisions that make a working interface harder to trust.
4 min read
Read →
A Buyer-Ready System Has to Explain Itself
I can tell when a review packet was assembled to impress me. I trust it when it helps me find the edges of the proof.
4 min read
Read →
The Best Internal Tools Reduce Questions, Not Clicks
The fleet index became useful when it stopped pretending that discovery was somebody else's problem.
4 min read
Read →
Small Tools Win When the Workflow Is Already Good
The right small tool began by leaving a mature spreadsheet workflow alone.
4 min read
Read →
Why I Prefer a Scripted Demo to a Fragile Miracle
A pilot demo became stronger when the scripted evidence stayed labeled and the live claims stayed narrow.
4 min read
Read →
A Service Is Not Done When It Starts
Getting a service to start is a satisfying milestone. The image pulls, the process binds, and the first request completes. It’s also the moment when a temporary experiment can quietly become a permanent obligation.
4 min read
Read →
I Do Not Need Every Tool to Be Smart
The most useful place for intelligence in a data tool is usually a small box labeled “these two records might be the same.” Everything around that box can be ordinary comparison code.
4 min read
Read →
The House Network Has Users Too
The easiest person to support on a home network is the person who built it. I know which local name is fragile, which device needs a moment after a restart, and which status screen is only telling half the story. I can route around my own decisions almost without noticing them.
3 min read
Read →
I Stopped Treating Maintenance as an Interruption
Maintenance used to appear on my task list as evidence that the real work had been interrupted. A certificate needed attention, storage had tightened, an image needed rebuilding, or an operating system wanted a quiet restart. I’d clear the nuisance and return to building.
4 min read
Read →
A Useful Dashboard Starts With Missing Data
The most informative mark on an operational dashboard is often an empty space, provided the dashboard can explain why it’s empty.
4 min read
Read →