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The V.A.I.Y.L. Framework

DOI

A lightweight framework for examining variation in complex operational systems through structured observation.

Developed by Operational Systems Observer.


Current Version

Version 1.1

This version reflects:

  • Timeframe-based recording in place of exact dates
  • Clarification of Seed Logs as living documents
  • Structural consistency improvements across framework and records

DOI corresponds to the latest released version of the framework.

Previous versions are archived in /archive/v1.


Introduction

An introduction to the V.A.I.Y.L. Framework is available here:

https://operationalsystemsobserver.substack.com/p/the-vaiyl-framework


Field Guide

The V.A.I.Y.L. Framework Field Guide provides a complete overview of the framework and its components.

Download the guide here:

V.A.I.Y.L. Framework Field Guide


Framework Structure

A visual representation of the framework structure.

V.A.I.Y.L. Framework Structure (Figure 1)


V.A.I.Y.L. Records

Operational examples demonstrating the application of the framework.

Records currently included:

  • SL-001 — STARS Adaptation Precipitation Depictions
  • SL-002 — Crossing Runways Separation Interpretation
  • SL-003 — Memory Aid Design and Secondary Risk

See the records folder for current records.


About

The V.A.I.Y.L. Framework emerged from practical reflection on operational experience within complex systems. It provides a lightweight method for examining variations noticed by operators during normal work.

Examples are generalized and do not represent specific facilities or events, and are intended solely to illustrate the application of the framework.


Author

Operational Systems Observer

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A structured way to examine variations in operator experiences.

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