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.
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/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.
The Interface Between Humans and Automation Is an Authority Model
Automation becomes predictable when permission is part of the interface, not an assumption hidden behind it.
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Small Tools Win When the Workflow Is Already Good
The right small tool began by leaving a mature spreadsheet workflow alone.
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What Restore Testing Teaches You About Every Other System
The backup report said the archives were valid. The restore diary began because valid archives weren't the claim I needed to prove.
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The Useful Part of Observability Starts After the Alert
An alert earns its keep when it shortens the path from a symptom to a safe decision.
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I Stopped Counting Activity and Started Counting Accepted Work
The useful measure of automated work begins after output exists: was it verified, accepted, and produced with less steering?
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Release Gates Are How Fast Teams Stay Fast
A release candidate moved quickly because its identity stayed fixed and every available gate left evidence.
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The First Job of an AI Agent Is to Preserve Context
An agent can stop, fail, or be replaced without losing the work if state lives in evidence-bearing artifacts.
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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.
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Good Architecture Makes Failure Boring
The architecture earns its keep when a failure stays inside a boundary, lands in a named mode, and leaves us a sane way back.
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The Most Expensive Queue Is the One Nobody Owns
A queue becomes dangerous when an item can remain visible without anyone owing its next decision.
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