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...
Explore our coverage of software quality, test automation, and engineering leadership
Source: GitClear, Coding on Copilot, 2024 AI coding tools are exposing a management mistake more than a machine miracle. Teams...
Source: OpenText & Capgemini World Quality Report 2025-26; CISQ, 2022; DORA, 2025 Most organisations say they take quality seriously. Far...
Security debt behaves like financial debt with one important difference: the interest invoice often arrives as a breach. A vulnerability...
Source: Gartner, 2024; CNCF Annual Survey, 2024; Spotify Engineering Blog, 2025 Platform engineering — the discipline of building internal toolchains...
Only 30% of companies fully realise the benefits of platform engineering within the first three years of adoption. Despite significant...
Source: IBM Cost of a Data Breach Report, 2025; CrowdStrike Charlotte AI, 2024; Palo Alto Networks Unit 42, 2024 Signature-based...