Gareth Clubb
Founder · Implera
Founder of Implera. Writes about codebase quality, AI-assisted development and the signals engineering teams should track to ship reliable software.
Articles by Gareth Clubb
Slow Drift in AI-Assisted Codebases
AI-assisted codebases do not break, they drift. Nothing looks urgent until it is. Why measuring change over time is the new quality problem.
· 3 min read
Why Code Quality Matters More in the Age of AI
AI tools generate code faster than ever. Without quality measurement, speed creates risk. Learn why automated quality checks matter more now.
· 4 min read
How AI Coding Assistants Affect Your Codebase Health
AI assistants accelerate development, but what happens to architecture, consistency, and testing? Explore the benefits, risks, and fixes.
· 4 min read
PR Quality Gates: A Complete Guide
Learn how to set up PR quality gates that catch real problems without blocking your team. Covers thresholds, domains, and common pitfalls.
· 4 min read
Understanding Circular Dependencies and How to Fix Them
Circular dependencies cause subtle build failures, testing pain and tight coupling. Learn how to detect them and practical strategies for breaking the cycle.
· 4 min read
Static Analysis vs AI Code Review
Static analysis and AI code review each have strengths. Learn how deterministic tools and AI complement each other for more effective code quality.
· 4 min read
How to Improve Your Codebase Architecture
Practical steps for improving codebase architecture. Cover module boundaries, coupling, layered patterns and measuring progress.
· 4 min read
Why Documentation Is a Code Quality Signal
Documentation reflects how well a team understands its codebase. Good docs reduce onboarding friction and operational risk.
· 4 min read
Performance Anti-patterns in Modern JavaScript
Common JavaScript performance mistakes: sequential awaits, N+1 patterns, heavy imports and large bundles. How to detect and fix them.
· 4 min read
Accessibility in Code: Beyond the Frontend
Accessibility issues hide in code, not just designs. Learn how to detect common patterns like missing alt text and removed focus styles early.
· 4 min read
Code Quality in 2026: Trends and Predictions
How code quality practices are evolving in 2026. From AI-assisted reviews to multi-domain scoring, here is what engineering teams should know.
· 4 min read