#code-quality — Public Fediverse posts

🚀 NEW on We ❤️ Open Source 🚀

Vibe coding can accelerate POCs and MVPs, but production systems need viable coding.

Itamar Friedman looks at code integrity: merging review, security, and quality so AI-assisted development stays reliable.

https://allthingsopen.org/articles/vibe-coding-pocs-viable-coding-production

#WeLoveOpenSource #OpenSource #AI #CodeQuality

Most devs think backend = APIs.
It’s not.
It’s:
• Efficient request handling
• Clean architecture
• Smart DB design
• Caching strategies
• Security
• Reliability under load
Great backend ≠ just code
It’s systems that don’t break in the real world.
Tools change. Principles don’t.

https://jaswalaryan.space/article/backend-development-beyond-apis-complete-guide

#BackendDevelopment #WebDevelopment #APIDesign #SoftwareEngineering #SystemArchitecture #DatabaseDesign #Caching #Security #PerformanceOptimization #DevOps #Scalability #CodeQuality #Programming

🚀 Behold, the latest #GitHub miracle: yet another "beautifully designed" component set! 🌟 Because what the world really needed was more open-source fluff to distract developers from writing actual code. 🤯
https://github.com/shadcn-ui/ui #OpenSource #DeveloperDistraction #ComponentDesign #CodeQuality #HackerNews #ngated

#CodeQuality of the lazy developer 🛠️

Updating an educational #Python repo, I looked into what to automate for code quality.

🔮 Spoiler: I landed on uv, ruff, pyright and pre-commit.

In the article: the picks, why, and the make patch that broke on the first try 😄

https://alessandra.bilardi.net/diary/articles/2026-04/the-lazy-developer-s-code-quality.en

#DiaryOfALazyDeveloper #pytest #ruff #pyright #uv

Ah, another GitHub warrior claiming their latest "OSS Agent" will revolutionize coding with jargon-laden buzzwords 🤖. Apparently, it's so efficient it could probably solve world hunger while improving code quality ⌨️. But hey, remember to toggle your navigation menu for the full enlightenment experience. 🌟
https://github.com/dirac-run/dirac #GitHubWarrior #OSSAgent #CodeQuality #TechBuzzwords #Innovation #HackerNews #ngated

💬✨ In a groundbreaking 4-minute treatise, Jake Worth reveals the ancient secrets of pull request commenting: If it's all nitpicks and nonblocking, approve it anyway! 🎉 Who knew that caring about code could be as simple as leaving comments and hitting the approve button simultaneously? 🙃🔍
https://www.jakeworth.com/posts/on-commenting-and-approving-pull-requests/ #pullrequest #commenting #codingtips #softwaredevelopment #codequality #HackerNews #ngated

🔍 Oh great, another overly ambitious tool claiming to make #Rust code “correct” through a dizzying maze of acronyms and #buzzwords. 🤖 Because obviously what every developer craves is the excitement of reading a tutorial that’s as exciting as watching paint dry! 🎨
https://verus-lang.github.io/verus/guide/ #Tools #Overhype #DeveloperFrustration #CodeQuality #HackerNews #ngated

For decades we've known that proper code review increases a team's comprehension of a codebase. Fagan showed in 1976 that structured reading was the highest-yield defect removal activity. The increased output of coding agents makes comprehension more of a bottleneck, and raises the stakes for review. #CodeReview #CodeQuality #SoftwareEngineering

https://www.ida.liu.se/~TDDC90/literature/lab-papers/fagan76.pdf

🐭🔍 Wow, an epic saga about... a CURSOR? 🖱️ Yes, folks, it's Cursor 3! The revolutionary upgrade that lets you run agents alongside your non-existent productivity! 🌟 Prepare for a #UX so stunning, you won't even notice your code doesn't compile. 💥 Who knew software development needed a hero like this? 🙄
https://cursor.com/blog/cursor-3 #Cursor3 #Productivity #SoftwareDevelopment #TechInnovation #CodeQuality #HackerNews #ngated

idea regarding #code #review:
intentionally adding #bugs into #code to check if the #reviewer discovers them.
if the reviewer does not find them, then their #review is questionable.
of course the added bugs should be removed before merging ;-)

I am wondering if a concept like this already exists ...
#codequality #softwareengineering #quality #software #git #pullrequest #mergerequest

Does anyone have any academic sources on code readability regarding *file* length and number of *files*? I can only find sources on readability of snippets.

#psychology #code #readability #codequality

AI Can Write Code, But It Can’t Debug Without Context

Large Language Models (LLMs) are often marketed as the ultimate productivity boost for developers: “Write code faster! Debug with AI! No more manual work!” After a recent experience, I can confirm that LLMs are incredibly useful for writing and even structuring code (I’ll write about this probably in a later blog post).

But when it comes to debugging, one should make really sure that the tool has access to all the relevant context (and don’t disable your brain). But .. let’s see, what happened:

Since a couple of days (uhm .. nights mostly, after work), I was writing a web application. The copilot-experience was very good and it really helped tremendously. I never really ran into a situation where I had to debug. And I was curious when (if?) I’d run into that – and how things turn out then.

[…]

via @dotnet : Accelerating .NET MAUI Development with AI Agents

https://ift.tt/xiAcVos
#dotnetMAUI #AI #AIAgents #Developers #SoftwareDevelopment #MAUI #DotNet #GitHubCopilotCLI #Automation #CodeQuality #Testing #TestAutomation #PrReview #WriteTestsAgent #TryFix…

AI Agents Ship Bugs Faster Than You Can Fix Them

What happens when you let AI agents build your product — and log every mistake they make

https://mistaike.ai/blog/ai-agents-bugs

#Ai #Codequality #Mcp #Lessonslearned