#CodeQuality
LightNews LightNews
markjackmilian.bsky.social
Poorly structured codebases can lead to serious maintainability issues, impacting startup scaling. Implementing clear structure in SaaS solutions ensures long-term success and agility. Prioritize maintainable code today! #SaaS #CodeQuality
Poorly Structured Codebases Leading to Maintainability Issues: Why Startups Need Maintainable SaaS…
Every SaaS startup begins with enthusiasm: a small team, a promising idea, and the urge to move fast. But in the rush to ship features…
adilyousaf88.medium.com
November 12, 2025 at 6:15 PM
hncompanion.com
Thorough testing is non-negotiable for AI-generated code. Never assume correctness; validate outputs rigorously to ensure quality, maintainability, and prevent accumulating technical debt. Human oversight remains crucial. #CodeQuality 5/6
November 11, 2025 at 2:00 PM
nikiforovall.bsky.social
Blogged: "Transform .NET Diagnostics into a Specialized AI Agent with Claude Agent SDK"

Learn how to build conversational agents with the Claude Agents SDK that help you triage code quality issues interactively.

nikiforovall.blog/dotnet/ai/20...

#dotnet #python #AI #MCP #ClaudeSDK #CodeQuality
November 11, 2025 at 1:31 PM
vilojona.bsky.social
🧠 How can an AI help in your daily dev work? Let's try with the NEW @sonarsource.bsky.social MCP Server.

In my latest #article, I share how Sonar MCP Server boosts the flow of development.

👉 foojay.io/today/your-n...

#AI #MCP #Developers #CodeQuality #DevTools
A Guide to SonarQube MCP Server on IntelliJ
You have an AI-powered assistant to help you out. SonarQube MCP Server comes in. Let's dive into how this cool new MCP can supercharge your daily coding routine. 🚀.
foojay.io
November 10, 2025 at 2:35 PM
chanielu.bsky.social
Struggling with code quality standards?

I wrote a guide on setting up SonarQube Quality Gates with practical CI/CD examples for .NET, Python, JS/TS, Go, and PHP.

Stop technical debt before it starts 🚀

dev.to/outdated-dev...

What quality tools do you use? 👇

#CodeQuality #DevOps #CI/CD
Ensure Code Quality with Sonar Quality Gates
Code quality and code standards are important to enable our project growth. They ensure that everyone...
dev.to
November 10, 2025 at 10:43 AM
ctsmithiii.bsky.social
devops.com/mit-research... #DevOps #SoftwareEngineering #AI #LLM #CodeQuality #MIT #SoftwareDevelopment #TechNews
MIT Researchers Propose a New Way to Build Software That Actually Makes Sense - DevOps.com
MIT proposes breaking software into concepts and synchronizations to make code clearer, safer, and easier for AI tools to generate reliably.
devops.com
November 7, 2025 at 3:12 PM
antstack.com
What's the single most impactful practice for ensuring top-notch code quality?

Is it Rigorous testing & QA that catches bugs, or Effective code reviews that enforce standards?

Comment & share your experience!👇

#CodeQuality #SoftwareDevelopment #Tech
November 5, 2025 at 2:01 PM
hncompanion.com
For legacy code, or when bugs slip past even robust test suites (e.g., subtle timing issues, specific hardware interactions), `git bisect` is a lifesaver. It helps unravel the mystery of "how did this even happen?" #CodeQuality 5/7
November 3, 2025 at 8:00 PM
dotnetdave.bsky.social
How many rules does your .editorConfig file have to ensure high-quality, high-performance .NET code? I bet mine is bigger! 💪 I dare you to use it—then tell me how many violations you get! 🚀
#dotnet #CodeQuality #Performance #MVPBuzz
gist.github.com/RealDotNetDa...
.editorConfig by David (dotNetDave) McCarter - dotNetTips.com
.editorConfig by David (dotNetDave) McCarter - dotNetTips.com - .editorConfig
gist.github.com
November 3, 2025 at 5:54 PM
snappiosnewsletter.bsky.social
⚠️ 𝑊𝑜𝑟𝑘𝑎𝑟𝑜𝑢𝑛𝑑: ℎ𝑜𝑤 𝑡𝑜 𝑠𝑖𝑙𝑒𝑛𝑐𝑒 𝑖𝑛𝑑𝑖𝑣𝑖𝑑𝑢𝑎𝑙 𝑑𝑒𝑝𝑟𝑒𝑐𝑎𝑡𝑖𝑜𝑛 𝑤𝑎𝑟𝑛𝑖𝑛𝑔𝑠 𝑖𝑛 𝑆𝑤𝑖𝑓𝑡 by Jesse Squires (@jessesquires.com)

Treating warnings as errors but stuck with deprecated APIs? This clever protocol-based workaround lets you silence specific warnings without compromising code safety.

#Swift #CodeQuality
Workaround: how to silence individual deprecation warnings in Swift
The Swift compiler has fine-grained controls for compiler warnings. As of Swift 6.2, you can even configure these warnings in Swift Packages. Unfortunately, ...
www.jessesquires.com
November 3, 2025 at 2:33 PM
puretech.news
Code Smell 313 - “Workslop” in AI-Assisted Programming #Technology #SoftwareEngineering #Other #AIProgramming #CodeQuality #TechTrends
Code Smell 313 - “Workslop” in AI-Assisted Programming
When AI Fills the Gaps, You Should Think Through TL;DR: Workslop happens when you accept AI-generated code that looks fine but lacks understanding, structure, or purpose. Problems 😔 Hollow logic Unclear...
puretech.news
November 2, 2025 at 7:29 PM
hncompanion.com
Naming conventions and code style are paramount alongside immutability. Meaningful names for intermediate values greatly improve readability and debuggability. Linters and IDEs help promote consistent style and manage variable shadowing effectively. #CodeQuality 5/6
November 1, 2025 at 10:00 AM
programmerhumor-io.bsky.social
No One Documents (Until The AI Arrives)

#programming #documentation #Programmingculture #Technicaldebt #Codequality

https://programmerhumor.io/ai-memes/no-one-documents-until-the-ai-arrives-e2kj
No One Documents (Until The AI Arrives)
October 29, 2025 at 2:59 PM
hncompanion.com
Another vital strategy for complex ML systems involves comparing multiple implementations and rigorous sanity checks. Don't solely trust one approach; cross-validate to ensure robustness and prevent hidden errors. #CodeQuality 6/6
October 27, 2025 at 1:00 PM
opsmatters.com
You need a solid pipeline for #testing #AI code in #CICD that mitigates security risks and enforces #codequality. The new post from #Speedscale covers how to build that pipeline, and the top tools to automate as much of CI/CD as possible.

#DevOps https://opsmtrs.com/42TqklQ
Testing AI Code in CI/CD Made Simple for Developers
Generative AI can produce code faster than humans, and developers feel more productive with it integrated into their IDEs. That productivity is only real if CI/CD tests are solid and automated. When not appropriately tested, you may encounter a production issue that you haven't seen before. According to the State of Software Delivery 2025 report, 67% of developers spend more time debugging and resolving security vulnerabilities in code generated by AI. That cancels out the efficient gains that they get from faster AI code generation.
opsmtrs.com
October 23, 2025 at 1:15 AM
ixchelruiz.bsky.social
#LLMs often produce inefficient code — logically correct but hard to maintain.

A new study systematically analyzed these drawbacks, proposing a taxonomy of 5 inefficiency types: Logic, Performance, Readability, Maintainability, and Errors.
🔗 arxiv.org/abs/2503.06327
#AI #CodeQuality
A Taxonomy of Inefficiencies in LLM-Generated Python Code
Large Language Models (LLMs) are widely adopted for automated code generation with promising results. Although prior research has assessed LLM-generated code and identified various quality issues -- s...
arxiv.org
October 22, 2025 at 5:14 PM
dotnetdave.bsky.social
#dotNetDave Says... All data coming into a type MUST be validated! Otherwise, encapsulation and abstraction are broken and so is #OOP!
dotnettips.wordpress.com/2021/12/08/d...
#CodeQuality #MVPBuzz
DotNetDave Says… All Data Coming into a Type Must Be Validated!
The importance of data validation in object-oriented programming (OOP) is emphasized, focusing on the principle of encapsulation. Illustrating pitfalls from invalid inputs, the author offers a robu…
dotnettips.wordpress.com
October 22, 2025 at 3:18 PM
sulu.io
How do you centralize code quality commands in PHP projects? Roberto Butti compares composer scripts vs Makefile for managing PHPStan, Rector, Pint, and tests. A great breakdown of when to use which approach!

dev.to/robertobutti...
#php #composer #codequality
Centralizing code quality commands in PHP projects: composer scripts vs Makefile
As PHP developers, we all agree that code quality matters. Whether it’s running tests, static...
dev.to
October 21, 2025 at 7:00 AM
hncompanion.com
However, relying solely on LLMs for code labeling carries risks. Inaccuracies can lead to significant debugging challenges. Human review remains crucial to validate AI suggestions & ensure correctness. #CodeQuality 3/6
October 20, 2025 at 7:00 PM
programmerhumor-io.bsky.social
New JetBrains Update Dropped

#programming #ide #jetbrains #Codequality #Ai

https://programmerhumor.io/ai-memes/new-jetbrains-update-dropped-quee
New JetBrains Update Dropped
October 19, 2025 at 7:46 AM
dotnetdave.bsky.social
📢 Calling all developers! 🚀 Don't miss this eye-opening article on the fundamental importance of code quality in software projects. Learn from real-life experiences and discover valuable resources to level up your coding skills. #CodeQuality #MVPBuzz
dotnettips.wordpress.com/2019/06/24/c...
Code Quality: A Fundamental Feature, Not an Afterthought
The author, as a contractor, observes a worrying trend of poor code quality across projects, often overseen by senior engineers. Despite advocating for clean coding practices through teaching and w…
dotnettips.wordpress.com
October 17, 2025 at 4:09 PM
hncompanion.com
A fascinating point: "safe" languages with automatic bounds checking can create code paths difficult to test exhaustively. This might paradoxically reduce effective test coverage compared to SQLite's battle-hardened C. #CodeQuality 5/6
October 15, 2025 at 7:00 PM
assuresoft.bsky.social
Our automation engineers don’t just test—they help scale quality.
https://www.assuresoft.com/services/quality-assurance
#AssureSoft #AutomationQA #CodeQuality
Page not found | AssureSoft
www.assuresoft.com
October 14, 2025 at 1:02 AM
hncompanion.com
However, significant concerns arose regarding AI-generated code quality, often labeled "slop" or "vibe coded." This demands extensive review, risking unsustainable practices & management mistaking prototypes for production-ready code. #CodeQuality 3/5
October 12, 2025 at 4:00 PM
hncompanion.com
Maintaining docs is tough! Examples quickly become outdated, leading to frustration. A best practice: integrate examples directly into test suites. This ensures they stay current & functional, providing reliable guidance. #CodeQuality 5/6
October 11, 2025 at 4:00 AM