Modern Software Quality Engineering Framework

Metadata

Field	Value
Diagram title	Modern Software Quality Engineering Framework
Related chapter	Chapter 9 — The Modern Software Quality Engineering Framework
Part	Part I — Foundations of Modern Software Quality Engineering
MQE-BOK domain	Domain 1 — Foundations of Modern Software Quality Engineering
Diagram type	Integrated capability framework
Skill level	Foundation
Model status	Original MSQE Educational Framework; not an industry standard, maturity model, or certification standard
Version	0.1.0
Status	Draft
Author	MSQE Project
Last updated	2026-08-08

Purpose

Provide the canonical conceptual representation of the MSQE Educational Framework. It shows that quality outcomes depend on complementary engineering disciplines, connected by cross-cutting principles and continuous lifecycle feedback rather than isolated silos.

Learning Objectives

After studying this diagram, the reader should be able to:

name the ten core domains and explain why they must work together; and
distinguish the original MSQE Educational Framework from a standard, maturity model, certification scheme, or team structure.

Diagram Source

This Mermaid representation follows the original MSQE Educational Framework defined in Chapter 9: ten core domains, cross-cutting concerns, and lifecycle integration.

Diagram

flowchart TB
    Framework[MSQE Educational Framework: integrated quality capability]
    Cross[Cross-cutting concerns: risk-based thinking, systems thinking, continuous feedback, valuable automation, meaningful metrics, collaboration, learning culture, ethical responsibility, customer value]
    Lifecycle[Continuous lifecycle feedback: idea, requirements, design, development, verification, deployment, operations, improvement]

    subgraph Domains[Ten integrated core domains]
        direction TB
        subgraph RowOne[ ]
            direction LR
            Foundations[Engineering Foundations]
            Quality[Software Quality Engineering]
            Testing[Software Testing Engineering]
            Automation[Automation Engineering]
            Data[Data Quality Engineering]
        end
        subgraph RowTwo[ ]
            direction LR
            Cloud[Cloud & DevOps]
            Reliability[Observability & Reliability]
            AI[AI Quality Engineering]
            Performance[Performance & Security]
            Leadership[Engineering Leadership]
        end
    end

    Foundations -.-> Framework
    Quality -.-> Framework
    Testing -.-> Framework
    Automation -.-> Framework
    Data -.-> Framework
    Cloud -.-> Framework
    Reliability -.-> Framework
    AI -.-> Framework
    Performance -.-> Framework
    Leadership -.-> Framework
    Cross -. applies across .-> Framework
    Lifecycle -. informs .-> Framework
    Framework -. shapes .-> Lifecycle

Textual Interpretation and Accessibility

The central node is the MSQE Educational Framework, an original teaching model. The two rows enumerate its ten integrated core domains: Engineering Foundations; Software Quality Engineering; Software Testing Engineering; Automation Engineering; Data Quality Engineering; Cloud & DevOps; Observability & Reliability; AI Quality Engineering; Performance & Security; and Engineering Leadership. Every domain has a dotted integration relationship with the central framework; this does not indicate ownership, hierarchy, or a required order. Cross-cutting concerns apply across all domains. Continuous lifecycle feedback both informs and is shaped by the integrated capability.

Component Description

Component	Role in the framework
Ten core domains	Make the major engineering capability areas discussable without assigning them to fixed teams or job titles.
Cross-cutting concerns	Connect domain work through risk, systems thinking, evidence, collaboration, learning, ethics, and customer value.
Lifecycle feedback	Connects idea, requirements, design, delivery, operation, and improvement so evidence can change decisions.
Central framework	Provides a shared educational map; it does not score or certify an organisation.

Chapter 3 — Understanding Software Quality
Chapter 6 — Systems Thinking for Quality Engineers
Chapter 8 — The Modern Quality Engineer
Chapter 10 — The Future of Quality Engineering

Diagram Review Checklist

All ten approved core domains are included.
The original framework is explicitly distinguished from standards and maturity models.
Labels and relationships do not rely on colour.
The Mermaid source and textual interpretation provide an accessible alternative.