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#codequality

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RRaplsraplsworks.hashnode.devJun 7 · 10 min read

AI wrote 80% of my plugin. Six months later I couldn't maintain it.

The first thing I noticed when I reopened that plugin after six months was that the same date-formatting logic lived in three places. One in a utility function, one in a class method, one inline in a

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AWAlan Westalan-west.hashnode.devApr 18 · 6 min read

Why Your AI-Generated Code Keeps Breaking (And How to Fix Your Process)

Let me tell you about the three months I spent writing every line of code by hand. No Copilot. No ChatGPT. No AI autocomplete. Just me, my editor, and the docs. It started because I kept running into the same frustrating problem: code that looked rig...

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AWAlan Westalan-west.hashnode.devApr 16 · 6 min read

How to Keep Your Codebase From Rotting When AI Writes Most of It

Snap just announced that AI agents generate over 65% of their new code. The same week, they laid off roughly 1,000 employees — 16% of their workforce. CEO Evan Spiegel shared the AI stat on April 15, 2026, and the stock actually went up about 7-8%. W...

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AWAlan Westalan-west.hashnode.devApr 15 · 6 min read

Why Your Vibe-Coded Project Falls Apart and How to Fix Your Workflow

You shipped it. The demo looked great. Your AI assistant wrote 90% of the code, you tweaked a few things, pushed to production, and... it fell over within a week. I've been there. Last month I inherited a codebase that was almost entirely AI-generate...

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MAModern Ai Web Design Blogmodern-ai-web-design.hashnode.devApr 7 · 7 min read

6 Free Tools for Auditing AI-Generated Code Quality

AI coding assistants are now part of the default setup for most development teams. The code they produce gets merged into production codebases every day, at a volume that manual review cannot fully keep pace with. The result, documented in multiple s...

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AWAlan Westalan-west.hashnode.devApr 5 · 5 min read

Why Your Codebase Is Unmaintainable (And How to Actually Fix It)

Ever inherited a codebase where a variable named x2 controls whether the billing system charges customers? Or opened a 3,000-line function and immediately closed your laptop? You're not alone. Back in 1999, Roedy Green wrote a satirical essay called ...

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CCChristian C. Berclazchrisgve.hashnode.devMar 14 · 4 min read

Why I built codesize: enforcing function length limits with an AST

Every team I have worked on had some version of the rule: "keep functions short." It shows up in style guides, code review comments, and onboarding docs. It almost never shows up in CI. When it does get automated, the tooling usually reaches for wc -...

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GGingirisgingiris.hashnode.devMar 15 · 5 min read

Writing Clean Python Code: Best Practices and Anti-Patterns

Writing Clean Python Code: Best Practices and Anti-Patterns Writing clean Python code is essential for building maintainable, scalable, and efficient software. Whether you're a beginner or an experienced developer, adhering to Python best practices e...

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MAMarcos Alonsoblog.marcosalonso.devMar 12 · 26 min read

The Complete Python Code Quality Stack in 2026: Ruff + mypy

The Complete Python Code Quality Stack in 2026: Ruff + mypy If you're starting a professional Python project today, you only need two tools to cover linting, formatting, and type checking: Ruff and my

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SPSaswata Palsaswata.hashnode.devDec 3, 2025 · 25 min read

Why I Chose Biome Over ESLint+Prettier: 20x Faster Linting & One Tool to Rule Them All

Why I Chose Biome Over ESLint+Prettier: 20x Faster Linting & One Tool to Rule Them All You know that feeling when you save a file and wait... and wait... for ESLint to finish? Then Prettier reformats it and you wonder if they're even talking to each ...

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#codequality

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Trending tags this week

AI wrote 80% of my plugin. Six months later I couldn't maintain it.

Why Your AI-Generated Code Keeps Breaking (And How to Fix Your Process)

How to Keep Your Codebase From Rotting When AI Writes Most of It

Why Your Vibe-Coded Project Falls Apart and How to Fix Your Workflow

6 Free Tools for Auditing AI-Generated Code Quality

Why Your Codebase Is Unmaintainable (And How to Actually Fix It)

Why I built codesize: enforcing function length limits with an AST

Writing Clean Python Code: Best Practices and Anti-Patterns

The Complete Python Code Quality Stack in 2026: Ruff + mypy

Why I Chose Biome Over ESLint+Prettier: 20x Faster Linting & One Tool to Rule Them All