Code Quality
10 articles about code quality.
Maintaining Code Quality with AI Coding Agents
AI agents write plausible code that passes review at a glance. Enforce quality with CLAUDE.md conventions, mandatory linter runs, and automated test gates.
How CLAUDE.md Prevents AI Agents from Writing Goop Code
The single biggest improvement for AI-generated code quality is describing your architecture in a CLAUDE.md file before the agent touches anything. Here is
Personality Is a Luxury Tax on AI Agents - How Trimming CLAUDE.md Improved Output
Personality is a luxury tax. Trimming CLAUDE.md personality instructions improved code output quality by reducing token waste and keeping the agent focused
How to Prevent AI-Generated Spaghetti Code with CLAUDE.md and Detailed Specs
AI coding agents produce cleaner code when given detailed specifications and CLAUDE.md constraints. Here's how to prevent goop code before it starts.
When Scaffolding Becomes Architecture in AI Agent Code
Scaffolding you refuse to take down becomes architecture eventually. How temporary workarounds in AI agent codebases become permanent fixtures and what to
Understanding vs Just Shipping: The Hidden Cost of AI-Generated Code You Cannot Explain
When AI writes code that works but you do not understand why, you are building on a foundation you cannot debug. Learn when to ship and when to understand
Vibe Coding Is Not an Excuse to Skip Code Review
Your CTO saying 'just vibe code it' is not a strategy. Using AI to ship faster works - but only if you still review what it produces.
Why Vibe Coded Projects Fail at Scale
Vibe coding with AI is great for prototypes but breaks down at scale. Here is why, and how to transition to structured AI-assisted development before it is
AI Coding Tools Made Me Mass-Produce Bad Code Faster
AI-generated code looks plausible even when it is wrong. Handwritten bugs are easier to spot. AI bugs have correct syntax but wrong logic.
Put 'Challenge My Assumptions' in Your CLAUDE.md
Adding assumption-challenging directives to CLAUDE.md prevents AI agents from blindly implementing bad ideas. Make your agent argue with you before it builds.
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