// Field Notes

Technical Blog

Tutorials, deep-dives, and operational lessons from the intersection of Python and downstream retail operations.

ALL PYTHON & BACKEND INDUSTRIAL AUTOMATION RETAIL OPERATIONS IOT & EMBEDDED MAINTENANCE & RELIABILITY TUTORIALS OTHERS
The Invisible Layer of Inventory Loss: Why Tank Cleaning Is a Data Integrity Issue
Maintenance & Reliability 3 min read

The Invisible Layer of Inventory Loss: Why Tank Cleaning Is a Data Integrity Issue

We invest heavily in automated tank gauges and reconciliation software, but there's a physical layer beneath it all...

Reghan
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Python for Engineers Who Never Wrote Code in School
Python & Backend 3 min read

Python for Engineers Who Never Wrote Code in School

I never took a computer science path. I taught myself, on and off, through university, trying almost everything...

Reghan
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A Simple Calibration Log for Underground Tanks (And Why It's Not Just Paperwork)
Retail Operations 2 min read

A Simple Calibration Log for Underground Tanks (And Why It's Not Just Paperwork)

Underground tank calibration isn't a formality. It's a licensed regulatory requirement, and most stations aren't...

Reghan
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The Real Cost of Dispenser Downtime (And How Most Stations Miss It)
Retail Operations 3 min read

The Real Cost of Dispenser Downtime (And How Most Stations Miss It)

Downtime costs more than lost fuel sales — here's a way to actually calculate what one bad afternoon costs your own station.

Reghan
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Python and Git, Before You Touch Flask: A Crash Course for Beginners
Python & Backend 3 min read

Python and Git, Before You Touch Flask: A Crash Course for Beginners

Everything in the Flask maintenance tracker series assumes you already know Python basics and Git. If you don't yet,...

Reghan
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Build a Maintenance Tracker in Flask (Part 2: Logging and History)
Maintenance & Reliability 4 min read

Build a Maintenance Tracker in Flask (Part 2: Logging and History)

The models from Part 1 are useless until something can actually write to them. This part covers the form for logging...

Reghan
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