Quality Engineering
The AI testing paradox: faster drafts, slower trust
Source: GitClear, Coding on Copilot, 2024 AI coding tools are exposing a management mistake more than a machine miracle. Teams...
Test Automation
Strategies, frameworks, and practices for building test automation that delivers lasting value
Quality Engineering
The quality confusion tax: when QA, QC and QE blur
Source: OpenText & Capgemini World Quality Report 2025-26; CISQ, 2022; DORA, 2025 Most organisations say they take quality seriously. Far...
Test Automation
The Concealed Price Tag of Test Automation
Source: Gartner Market Guide for Test Automation Tools, 2022; Forrester Enterprise Automation Study, 2023 The promise of test automation promises...
Quality Engineering
The maintenance myth: what AI test generation costs
Source: Capgemini World Quality Report, 2025; IEEE Empirical Study on AI Test Generation, 2025 (n=400 teams) Functionize, an AI testing...
Quality Engineering
Manual QA's Last Stand: The Machines Have Already Won
Source: Capgemini/Sogeti World Quality Report 2025-26; Perforce State of Continuous Testing, 2025 In a Perforce industry survey published in 2025,...
Quality Engineering
Quality's Second Act: What Software Can Steal from Factories
Source: ASQ; CISQ Cost of Poor Software Quality in the US, 2022; Boeing SEC filings, 2024 Boeing has accumulated more...
Quality Engineering
Software's Trillion-Dollar Tax: The Cost Nobody Itemises
On 19 July 2024, a faulty content update pushed by CrowdStrike’s Falcon sensor crashed 8.5 million Windows machines worldwide. Delta...
Quality Engineering
The test strategy trap: why quality plans fail
Source: OpenText/Capgemini World Quality Report 2025-26 (n=1,800, 33 countries) Nearly every large technology organisation can produce a test strategy on...
Test Automation
AI Testing Tools: The Adoption Chasm Nobody Discusses
Source: Perforce State of Continuous Testing, 2025; Capgemini World Quality Report 2025-26 In a Perforce industry survey, 75% of respondents...
Quality Engineering
Testing Theatre: The QA Metrics That Fool Everyone
Source: PractiTest State of Testing Survey, 2025 (n=2,700 practitioners) Volkswagen’s software division, CARIAD, reported in 2024 that its automated test...
Test Automation
Coverage Obsession: The Metric That Ate Quality Engineering
Source: Codecov State of Software Quality, 2025; Google Engineering Productivity Research Google’s testing infrastructure processes over four billion test executions...
Test Automation
Test Automation's Dirty Secret: The Debt Nobody Budgets For
Slack’s engineering team discovered that flaky tests — tests that pass and fail on identical code — accounted for 56.76%...
Test Automation
Test automation's hidden ledger: costs nobody budgets
Capgemini’s World Quality Report surveyed 1,750 technology leaders in 2023 and found that test automation consumed 42% of their total...
Test Automation
The automation accountant: what test ROI looks like
Forrester’s 2025 Total Economic Impact analysis tracked 15 enterprise test automation programmes over three years and found that the median...
Test Automation
Self-healing tests: the promise that keeps breaking
Source: ISTQB Global Testing Survey, 2023; Capgemini World Quality Report, 2023 Tricentis, the testing platform company, claims its self-healing technology...
Quality Engineering
Testing times: why AI conquered QA without improving it
Tricentis research projects that 80% of software teams will use AI-assisted testing tools by the end of 2025 — a...