DERIVEREFRIGERATION
Derive Journal

Field Notes

Writing about ammonia refrigeration, PSM compliance, the workforce, and what we’re building.

2026 · 10 · 08

Walking the Map

A map shows where the elements sit; one coalescer change shows the route between them.

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2026 · 10 · 01

The Fog of War in Process Safety

The gap between the job on paper and the job on the floor is a scouting report — and most programs never write it down.

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2026 · 09 · 17

The Temporary Operation Your Program Says You Don't Have

Any plant that has pumped out a compressor this way already has a temporary operation — even when the program says none are expected.

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2026 · 08 · 20

The Botnet We're Building Ourselves

AI agents are assembling the largest botnet in history — not through malware, through access you already granted. Process safety already ranked the controls.

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2026 · 08 · 13

The Masters of the Maze

The owner holds the charge, the permit, and every consequence — and none of the authority to say whether his own plant is compliant.

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2026 · 08 · 06

You Already Know How to Run This

Managing powerful dumb machinery is the most developed capability this profession owns — and it is exactly the operating discipline AI requires.

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2026 · 07 · 24

Garbage In, Garbage Detected

Two objections to AI in PSM are built on real findings. Both indict the system we already have, not the one that can cross-reference it.

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2026 · 07 · 17

Higher Ground

The Flood said the bottleneck is knowledge transfer speed. r717.ai is the build for that — a record that still belongs to the person who earned it.

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2026 · 07 · 09

The Two Elements That Turn Paper Into Safety

Training and employee participation look like documentation. They're what the other twelve elements run on — and the two we treat like a sign-in sheet.

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2026 · 07 · 03

Who Gets to Pull the Cord?

The floor knows first. The org chart hears last — and the people who write the rules never stand under the arch.

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2026 · 06 · 25

The Root Cause That Fits Every Incident

Operator error fits every incident ever recorded — which is exactly why it explains none of them.

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2026 · 06 · 18

The Forcing Function

When one company uses AI as an operating principle, the rest aren't falling behind linearly — they're staying the same speed while the other compounds.

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2026 · 06 · 11

The Old View of Safety

There's a poster in every breakroom in this industry. Different injuries, same message: the system is fine, you're the risk.

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2026 · 06 · 04

Compliant and Fragile

A clean audit file, a current binder, an RMP five-year history with nothing in it — every signal that a plant is safe is a record of something that hasn't gone wrong yet.

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2026 · 05 · 21

The Rule Keeps Changing. The Hazard Doesn't.

The STAA mandate wasn't written for ammonia refrigeration. The concept behind it has been here all along.

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2026 · 05 · 14

The Mechanic Who Sells You the Car

The mechanic who sells you the car never sells the most reliable one on the lot. Compliance software with a service sideline has the same incentive.

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2026 · 04 · 28

The Future of Process Safety

Process safety has always been a knowledge problem disguised as a documentation problem. That's changing.

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2026 · 04 · 13

The Flood Is Coming. The Ammonia Industry Isn’t Ready.

Everyone’s saying “learn a trade.” But what happens when millions take that advice at the same time?

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We write about what we see and what we’re building. No fluff.

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