Code Quality

Articles, guides and tutorials on code quality, covering review practices, static analysis, testing and maintaining clean, maintainable codebases.

What is Technical Debt - A Guide for UK Engineering Teams

Searches for “technical debt” have grown by over 35% in the past two years, driven in large part by UK engineering teams inheriting legacy systems built under deadline pressure and now struggling to maintain or extend them. The term gets used loosely in Jira backlogs and sprint retrospectives, but most developers have...

AI Code Review - How to Automate Quality Control in 2026

AI code review has moved from experimental to production-standard in 2026. Development teams that once debated whether AI could reliably review code are now debating which tool to use and how deeply to integrate it. The quality of AI-generated code review has improved to the point where, for many categories of finding,...

Claude AI for Code Review - A Developer's Guide for 2026

Claude AI has become one of the fastest-growing AI tools in the UK, with search interest up 120% in the past three months alone. Developers are no longer just experimenting with it; they are relying on it daily, and code review is one of the highest-value use cases. In this guide, you will learn exactly how Claude AI...