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Requs AI Training Series

The most common, overlooked software edge cases

70% of software defects don't originate in the code — and code coverage tools, safety analysis, and automated test tools aren't designed to find the bulk of them. See the common failure modes from a real mission and safety-critical system.

common software edge cases training overlooked failure modes
1 Day
Virtual, self-guided — work through it at your own pace
70%
Of software defects don't originate in the code
Real System Data
Common defects from a real mission and safety-critical system
01 — Authority

Our founder is the global leader in software failure mode analysis

Standards Body

IEEE 1633 Leadership

Chair of the 2026 IEEE 1633 working group — the governing standard for software reliability engineering.

Continual lessons learned applied to the world's largest defect density benchmarking study

Decades of Trending Data

While others fail to keep their model factors current with technology - we're on our 8th major revision since 1993.

World's largest database of software failures analyzed by root cause

CDE Taxonomy inventor

From it, we created the Common Defect Enumeration, the primary taxonomy currently adopted and cited across DOW technical frameworks.

02 — The Class

The tools you already run aren't built to find these

Code coverage tools tell you what code ran, not what was never written correctly in the first place. Safety analysis and automated test tools are built around the code that exists — but 70% of software defects trace back to root causes that never originated in the code at all. This class walks through the common edge cases those tools structurally can't catch, using defects pulled from a real mission and safety-critical system.

This class pairs naturally with Requs AI Edge Case — but doesn't require owning it. It's built to be useful on its own.

Capability
Without this training
With this training
Finding edge cases
Code coverage, safety analysis, and automated test tools — all miss the 70% that don't originate in code
A structured review of common failure modes across the whole system, not just the code
Recognizing common software failure modes
Ad hoc, tribal knowledge that varies by whoever's in the room
Grounded in the Common Defect Enumeration — root causes drawn from 60 years of failures
Considering non-code factors
Code-only focus, missing electronics, system, user, and environment factors
The 6D model — electronics, system, user, mission, and environment, together
Applying it to your system
Generic, textbook examples
Real defects from a real mission and safety-critical system
03 — Curriculum

What the class covers

Three modules, covered in a single self-guided day.

§1Common Defects

The most common software defects

What You'll Learn

The Common Defect Enumeration — the root causes behind 60 years of documented software failures, distilled into a closed set of recognizable failure modes.

Why It Matters

You can't recognize a failure mode you've never been shown. This module is the vocabulary the rest of the class builds on.

common software failure modes database causal root cause chart

The world's largest database of software failures, analyzed by functional root cause: defect reports flow in, get assessed against the Common Defect Enumeration's causal network, and come out the other side as identified causal root causes.

§26D CDE

The 6D CDE — six-dimensional model

What You'll Learn

The 6D CDE model — software doesn't fail in a silo, so failure modes are examined across six dimensions: the electronics, the system, the user, the mission, and the environment, alongside the software itself.

Why It Matters

A defect that only makes sense as a software-electronics interaction, or a software-environment interaction, is invisible to a code-only review. The 6D model is what makes it visible.

§3Recommendations

Design and test recommendations for each edge case

What You'll Learn

For each common edge case covered, the specific design controls and test cases that catch it — not just the failure mode itself, but what to actually do about it.

Why It Matters

Recognizing a failure mode is only useful if it changes what gets designed or tested. This module closes that loop.

04 — Class Details

Format, duration, and prerequisites

Duration

1 Day

Delivered as a single day of self-guided instruction.

Format

Virtual, Self-Guided

Work through the material on your own schedule, at your own pace.

Prerequisites

None Required

No prior class or Requs AI product is required — this class can be taken entirely on its own.

See the edge cases your current tools are built to miss.

Register for the class, or schedule a demonstration of Requs AI Edge Case.