#code-quality
#code-quality

1 year ago

Clean Code for Python - Stop Writing Bad Code | HackerNoon

Adopting 'Clean Code' principles drastically improves the readability and maintainability of Python code.

AI-Generated Code is Causing Outages and Security Issues in Businesses

AI code generation tools are causing security issues and outages due to insufficient code reviews and inherent inaccuracies.

AI-generated code is often less scrutinized than human-written code, leading to deployment issues.

Software development

fromInfoQ

Learnings from Working with Programming Rules and Guidelines

Developers should selectively adopt programming rules and document deviations to improve collaboration and code quality.

Misapplication of programming guidelines can lead to suboptimal and cumbersome code.

Two-Thirds of Security Leaders Consider Banning AI-Generated Code

Security leaders are increasingly cautious about AI in coding, with many considering a ban due to concerns about code quality and reliability.

fromTheregister

JavaScript

GitHub Copilot code quality claims challenged

The validity of GitHub's claims about Copilot's code quality is challenged due to methodological concerns raised by developer Dan Cîmpianu.

DevOps

fromDevOps.com

2 months ago

AI in Software Development: Productivity at the Cost of Code Quality? - DevOps.com

AI coding assistants improve speed but may compromise code quality and increase technical debt.

JavaScript

1 year ago

Clean Code for Python - Stop Writing Bad Code | HackerNoon

Adopting 'Clean Code' principles drastically improves the readability and maintainability of Python code.

AI-Generated Code is Causing Outages and Security Issues in Businesses

AI code generation tools are causing security issues and outages due to insufficient code reviews and inherent inaccuracies.

AI-generated code is often less scrutinized than human-written code, leading to deployment issues.

Software development

fromInfoQ

Learnings from Working with Programming Rules and Guidelines

Developers should selectively adopt programming rules and document deviations to improve collaboration and code quality.

Misapplication of programming guidelines can lead to suboptimal and cumbersome code.

Two-Thirds of Security Leaders Consider Banning AI-Generated Code

Security leaders are increasingly cautious about AI in coding, with many considering a ban due to concerns about code quality and reliability.

fromTheregister

more#software-development

JavaScript

GitHub Copilot code quality claims challenged

The validity of GitHub's claims about Copilot's code quality is challenged due to methodological concerns raised by developer Dan Cîmpianu.

#best-practices

JavaScript

Code Smell 284 - Encrypted Functions | HackerNoon

Obscured function names lead to unreadable, untrustworthy code and increased risks.

fromPythonmorsels

in 14 years

JavaScript

Avoid over-commenting in Python

Code comments should enhance readability, but code improvements can often achieve the same goal more effectively.

fromRealpython

Software development

Python Code Quality: Best Practices and Tools Quiz - Real Python

High-quality Python code is essential for functionality and maintainability.

Tools like linters and profilers are key to enhancing code quality.

Java

Refactoring 027 - How to Remove Getters | HackerNoon

Replace getters with methods that encapsulate behavior and protect internal state.

fromClickUp

JavaScript

How to Create a Code Review Checklist | ClickUp

A code review checklist is crucial for ensuring code quality, preventing critical issues, and enhancing team collaboration during the development process.

JavaScript

Code Smell 284 - Encrypted Functions | HackerNoon

Obscured function names lead to unreadable, untrustworthy code and increased risks.

fromPythonmorsels

in 14 years

JavaScript

Avoid over-commenting in Python

Code comments should enhance readability, but code improvements can often achieve the same goal more effectively.

fromRealpython

Software development

Python Code Quality: Best Practices and Tools Quiz - Real Python

High-quality Python code is essential for functionality and maintainability.

Tools like linters and profilers are key to enhancing code quality.

Java

Refactoring 027 - How to Remove Getters | HackerNoon

Replace getters with methods that encapsulate behavior and protect internal state.

fromClickUp

JavaScript

How to Create a Code Review Checklist | ClickUp

A code review checklist is crucial for ensuring code quality, preventing critical issues, and enhancing team collaboration during the development process.

JavaScript

Refactoring 025 - Decompose Regular Expressions | HackerNoon

Breaking down complex regex improves error reporting and maintainability.

Individual testing of regex components leads to clearer error messages.

JavaScript

When You Forget to Throw, Your Code Will Blow | HackerNoon

Always throw exceptions to avoid silent failures in your code.

Creating exceptions without throwing them leads to dead code and misrepresentation of errors.

Use linters to detect unused exceptions and improve the reliability of error handling.

JavaScript

Refactoring 025 - Decompose Regular Expressions | HackerNoon

Breaking down complex regex improves error reporting and maintainability.

Individual testing of regex components leads to clearer error messages.

#ai-in-software-development

JavaScript

When You Forget to Throw, Your Code Will Blow | HackerNoon

Always throw exceptions to avoid silent failures in your code.

Creating exceptions without throwing them leads to dead code and misrepresentation of errors.

Use linters to detect unused exceptions and improve the reliability of error handling.

more#error-handling

fromITPro

3 months ago

Artificial intelligence

AI coding tools aren't the solution to the unfolding 'developer crisis' - teams think they can boost productivity and delivery times, but end up bogged down by manual remediation and unsafe code

AI code generation may increase productivity but leads to significant deployment errors and manual tasks.

Developers face increased debugging and security issues due to AI-generated code.

AI tools boost code volume but also the risk associated with bad deployments.

The efficiency benefits of AI in coding are offset by the need for more rigorous quality assurance processes.

fromMedium

9 months ago

Artificial intelligence

Why Components Are Essential for AI-Driven Software Development

AI can enhance software development efficiency but brings risks of inconsistency requiring careful management.

more#ai-in-software-development

fromITPro

3 months ago

AI coding tools aren't the solution to the unfolding 'developer crisis' - teams think they can boost productivity and delivery times, but end up bogged down by manual remediation and unsafe code

AI code generation may increase productivity but leads to significant deployment errors and manual tasks.

Developers face increased debugging and security issues due to AI-generated code.

AI tools boost code volume but also the risk associated with bad deployments.

The efficiency benefits of AI in coding are offset by the need for more rigorous quality assurance processes.

fromMedium

9 months ago

Artificial intelligence

Why Components Are Essential for AI-Driven Software Development

AI can enhance software development efficiency but brings risks of inconsistency requiring careful management.

#continuous-integration

fromAmazon Web Services

JavaScript

Enhance release control with AWS CodePipeline stage-level conditions | Amazon Web Services

Implementation of stage-level conditions in deployment pipelines enhances governance and code quality by introducing more control over pipeline executions.

fromMouse Vs Python

JavaScript

Checking Python Code with GitHub Actions - Mouse Vs Python

GitHub Actions automate code linting and formatting for Python, ensuring standards are enforced in pull requests.

fromAmazon Web Services

JavaScript

Enhance release control with AWS CodePipeline stage-level conditions | Amazon Web Services

Implementation of stage-level conditions in deployment pipelines enhances governance and code quality by introducing more control over pipeline executions.

fromMouse Vs Python

more#continuous-integration

JavaScript

Checking Python Code with GitHub Actions - Mouse Vs Python

GitHub Actions automate code linting and formatting for Python, ensuring standards are enforced in pull requests.

fromMedium

5 months ago

Web design

Top AI Dev Tools for 2025

Bit and Hope AI maximize efficiency and code quality in development workflows, benefiting enterprises and small teams alike.

fromZDNET

Google survey says more than 75% of developers rely on AI. But there's a catch

AI adoption is widespread among developers, but trust in AI-generated code is significantly low.

fromDevOps.com

Sonar Adds AI Tools to Identify Issues and Fix Code Created by Machines and Humans - DevOps.com

Sonar introduces AI tools to enhance code quality and security by identifying and fixing vulnerabilities in AI-generated code.

fromLogRocket Blog

Agile

Understanding technical debt: Beyond code quality - LogRocket Blog

Technical debt management is essential for a sustainable and efficient development process.

#programming

fromStefanie Molin

JavaScript

How to Create a Pre-Commit Hook | Stefanie Molin

Custom pre-commit hooks enhance project-specific code quality checks beyond general coding standards.

fromEpic Web Dev

11 months ago

JavaScript

The Golden Rule of Assertions

The Golden Rule of Assertions: a test must fail only if the intention behind the system is not met.

fromStefanie Molin