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.

How I think about governed systems

Jul 2026 Infrastructure

I Leave Capacity for the Weird Failure

Decision: routine workloads will not consume the space needed to preserve, copy, and compare a failed state. Capacity planning will include a diagnostic maneuver, not just normal demand and restart overhead.

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Jun 2026 Automation

Why I Keep the Old Path Until the New One Proves Itself

Replacing a scheduled path is deceptively simple. The old job runs on a clock, the new worker reacts to a richer trigger, and both appear to perform the same task. It’s tempting to disable the old entry, enable the new one, and call the migration complete when the first run succeeds.

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Apr 2026 Automation

The Difference Between a Hobby and a Responsibility

Decision: I’m going to let hobbies justify themselves by curiosity and learning. I’m going to judge responsibilities by whether I can make their total cost legible and accept the tradeoffs that cost creates.

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