#codemaintenance — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #codemaintenance, aggregated by home.social.
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"If you’re a developer in 2026, you’re most likely using large language models (LLMs) in your flow. While agentic coding tools can work wonders, their output often flies in the face of do not repeat yourself (DRY), a core software development principle stating that every piece of knowledge must have a single, unambiguous, authoritative representation within a system.
GitClear and GitKraken research analyzed 623 million real-world code changes from 2023 to 2026, and discovered some sobering data on the shape of code commits “before” and “after” the AI takeover.
The study found AI-assisted commits make up one quarter of all commits, alongside rising technical debt across eight maintainability-related code quality metrics.
The clearest signal? Code reuse is down significantly from pre-AI levels, marking a shift away from shared libraries.
“Every time you want something, AI creates a new package for it,” says Bill Harding, CEO of GitClear and author of the report. “That general approach to building has all sorts of consequences.”"
https://leaddev.com/ai/code-maintainability-plummets-in-the-ai-coding-era
#AI #GenerativeAI #AICoding #VibeCoding #SoftwareDevelopment #Programming #CodeMaintenance
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"If you’re a developer in 2026, you’re most likely using large language models (LLMs) in your flow. While agentic coding tools can work wonders, their output often flies in the face of do not repeat yourself (DRY), a core software development principle stating that every piece of knowledge must have a single, unambiguous, authoritative representation within a system.
GitClear and GitKraken research analyzed 623 million real-world code changes from 2023 to 2026, and discovered some sobering data on the shape of code commits “before” and “after” the AI takeover.
The study found AI-assisted commits make up one quarter of all commits, alongside rising technical debt across eight maintainability-related code quality metrics.
The clearest signal? Code reuse is down significantly from pre-AI levels, marking a shift away from shared libraries.
“Every time you want something, AI creates a new package for it,” says Bill Harding, CEO of GitClear and author of the report. “That general approach to building has all sorts of consequences.”"
https://leaddev.com/ai/code-maintainability-plummets-in-the-ai-coding-era
#AI #GenerativeAI #AICoding #VibeCoding #SoftwareDevelopment #Programming #CodeMaintenance
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"If you’re a developer in 2026, you’re most likely using large language models (LLMs) in your flow. While agentic coding tools can work wonders, their output often flies in the face of do not repeat yourself (DRY), a core software development principle stating that every piece of knowledge must have a single, unambiguous, authoritative representation within a system.
GitClear and GitKraken research analyzed 623 million real-world code changes from 2023 to 2026, and discovered some sobering data on the shape of code commits “before” and “after” the AI takeover.
The study found AI-assisted commits make up one quarter of all commits, alongside rising technical debt across eight maintainability-related code quality metrics.
The clearest signal? Code reuse is down significantly from pre-AI levels, marking a shift away from shared libraries.
“Every time you want something, AI creates a new package for it,” says Bill Harding, CEO of GitClear and author of the report. “That general approach to building has all sorts of consequences.”"
https://leaddev.com/ai/code-maintainability-plummets-in-the-ai-coding-era
#AI #GenerativeAI #AICoding #VibeCoding #SoftwareDevelopment #Programming #CodeMaintenance
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"If you’re a developer in 2026, you’re most likely using large language models (LLMs) in your flow. While agentic coding tools can work wonders, their output often flies in the face of do not repeat yourself (DRY), a core software development principle stating that every piece of knowledge must have a single, unambiguous, authoritative representation within a system.
GitClear and GitKraken research analyzed 623 million real-world code changes from 2023 to 2026, and discovered some sobering data on the shape of code commits “before” and “after” the AI takeover.
The study found AI-assisted commits make up one quarter of all commits, alongside rising technical debt across eight maintainability-related code quality metrics.
The clearest signal? Code reuse is down significantly from pre-AI levels, marking a shift away from shared libraries.
“Every time you want something, AI creates a new package for it,” says Bill Harding, CEO of GitClear and author of the report. “That general approach to building has all sorts of consequences.”"
https://leaddev.com/ai/code-maintainability-plummets-in-the-ai-coding-era
#AI #GenerativeAI #AICoding #VibeCoding #SoftwareDevelopment #Programming #CodeMaintenance
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"If you’re a developer in 2026, you’re most likely using large language models (LLMs) in your flow. While agentic coding tools can work wonders, their output often flies in the face of do not repeat yourself (DRY), a core software development principle stating that every piece of knowledge must have a single, unambiguous, authoritative representation within a system.
GitClear and GitKraken research analyzed 623 million real-world code changes from 2023 to 2026, and discovered some sobering data on the shape of code commits “before” and “after” the AI takeover.
The study found AI-assisted commits make up one quarter of all commits, alongside rising technical debt across eight maintainability-related code quality metrics.
The clearest signal? Code reuse is down significantly from pre-AI levels, marking a shift away from shared libraries.
“Every time you want something, AI creates a new package for it,” says Bill Harding, CEO of GitClear and author of the report. “That general approach to building has all sorts of consequences.”"
https://leaddev.com/ai/code-maintainability-plummets-in-the-ai-coding-era
#AI #GenerativeAI #AICoding #VibeCoding #SoftwareDevelopment #Programming #CodeMaintenance
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Tôi đã tạo FixMate Core - nền tảng tự修复 cho dự án SaaS. Hệ thống này tự động phát hiện và sửa lỗi logic, tham chiếu bị hỏng trong codebase. Tập trung vào mã do AI tạo, học từ lịch bản vá. Mở nguồn cộng đồng! #SelfHealingCode #SaaS #SoftwareDevelopment #AI #CodeMaintenance #TuSuaChuaCode #PhanMem #TriTueNhanTao #BaoTriPhanMem
https://www.reddit.com/r/SaaS/comments/1omez7x/why_i_made_a_selfhealing_codebase_for_saas/
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Have you ever considered what happens when a single line of code is written?
It creates technological debt and initiates a long-term commitment to maintenance.
Both developers and business leaders share this responsibility.What’s your approach to addressing this responsibility?
#TechnologicalDebt #CodeMaintenance #BusinessStrategy #TechLeadership #SoftwareEngineering
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Have you ever considered what happens when a single line of code is written?
It creates technological debt and initiates a long-term commitment to maintenance.
Both developers and business leaders share this responsibility.What’s your approach to addressing this responsibility?
#TechnologicalDebt #CodeMaintenance #BusinessStrategy #TechLeadership #SoftwareEngineering
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Have you ever considered what happens when a single line of code is written?
It creates technological debt and initiates a long-term commitment to maintenance.
Both developers and business leaders share this responsibility.What’s your approach to addressing this responsibility?
#TechnologicalDebt #CodeMaintenance #BusinessStrategy #TechLeadership #SoftwareEngineering
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Die Software-Architektur sauber und wartbar zu halten, kann eine Herausforderung sein. In meinem neuesten Blogbeitrag gehe ich auf ArchUnit ein und zeige, wie man damit sicherstellt, dass die Architektur auf Kurs bleibt!
Wenn du als Entwickler deine Codequalität verbessern und Architekturregeln durchsetzen willst, ist dieser Beitrag genau das Richtige für dich! 💡
#softwaredevelopment #ArchUnit #codemaintenance #qualitycode #developerlife #codingtips codecentric AG
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Die Software-Architektur sauber und wartbar zu halten, kann eine Herausforderung sein. In meinem neuesten Blogbeitrag gehe ich auf ArchUnit ein und zeige, wie man damit sicherstellt, dass die Architektur auf Kurs bleibt!
Wenn du als Entwickler deine Codequalität verbessern und Architekturregeln durchsetzen willst, ist dieser Beitrag genau das Richtige für dich! 💡
#softwaredevelopment #ArchUnit #codemaintenance #qualitycode #developerlife #codingtips codecentric AG
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Die Software-Architektur sauber und wartbar zu halten, kann eine Herausforderung sein. In meinem neuesten Blogbeitrag gehe ich auf ArchUnit ein und zeige, wie man damit sicherstellt, dass die Architektur auf Kurs bleibt!
Wenn du als Entwickler deine Codequalität verbessern und Architekturregeln durchsetzen willst, ist dieser Beitrag genau das Richtige für dich! 💡
#softwaredevelopment #ArchUnit #codemaintenance #qualitycode #developerlife #codingtips codecentric AG
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Die Software-Architektur sauber und wartbar zu halten, kann eine Herausforderung sein. In meinem neuesten Blogbeitrag gehe ich auf ArchUnit ein und zeige, wie man damit sicherstellt, dass die Architektur auf Kurs bleibt!
Wenn du als Entwickler deine Codequalität verbessern und Architekturregeln durchsetzen willst, ist dieser Beitrag genau das Richtige für dich! 💡
#softwaredevelopment #ArchUnit #codemaintenance #qualitycode #developerlife #codingtips codecentric AG
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Die Software-Architektur sauber und wartbar zu halten, kann eine Herausforderung sein. In meinem neuesten Blogbeitrag gehe ich auf ArchUnit ein und zeige, wie man damit sicherstellt, dass die Architektur auf Kurs bleibt!
Wenn du als Entwickler deine Codequalität verbessern und Architekturregeln durchsetzen willst, ist dieser Beitrag genau das Richtige für dich! 💡
#softwaredevelopment #ArchUnit #codemaintenance #qualitycode #developerlife #codingtips codecentric AG
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Code is run more than read. Reading more code than writing is a wise investment. Keep it simple, write tests, and document. Gain perspective over the software development cycle. #CodeMaintenance #SoftwareDevelopmentCycle https://buff.ly/4dTOsZ9
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Code is run more than read. Reading more code than writing is a wise investment. Keep it simple, write tests, and document. Gain perspective over the software development cycle. #CodeMaintenance #SoftwareDevelopmentCycle https://buff.ly/4dTOsZ9
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The frequency of code change should guide its quality. The more you touch a part of the system, the more effort it deserves. Prioritize! 🎯 #CodeMaintenance #ROI
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Unit testing is an important aspect of software development…
#UnitTesting #SoftwareDevelopment #Swift #BugCatching #ErrorPrevention #CodeChanges #CodeDocumentation #CodeMaintenance #ReliableSoftware #stuffatory #indiedev #mobiledev #iosapps
https://www.instagram.com/reel/Cncwxs2Dy9T/?igshid=ZjE2NGZiNDQ=
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Unit testing is an important aspect of software development…
#UnitTesting #SoftwareDevelopment #Swift #BugCatching #ErrorPrevention #CodeChanges #CodeDocumentation #CodeMaintenance #ReliableSoftware #stuffatory #indiedev #mobiledev #iosapps
https://www.instagram.com/reel/Cncwxs2Dy9T/?igshid=ZjE2NGZiNDQ=
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Unit testing is an important aspect of software development…
#UnitTesting #SoftwareDevelopment #Swift #BugCatching #ErrorPrevention #CodeChanges #CodeDocumentation #CodeMaintenance #ReliableSoftware #stuffatory #indiedev #mobiledev #iosapps
https://www.instagram.com/reel/Cncwxs2Dy9T/?igshid=ZjE2NGZiNDQ=
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Unit testing is an important aspect of software development…
#UnitTesting #SoftwareDevelopment #Swift #BugCatching #ErrorPrevention #CodeChanges #CodeDocumentation #CodeMaintenance #ReliableSoftware #stuffatory #indiedev #mobiledev #iosapps
https://www.instagram.com/reel/Cncwxs2Dy9T/?igshid=ZjE2NGZiNDQ=
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Unit testing is an important aspect of software development…
#UnitTesting #SoftwareDevelopment #Swift #BugCatching #ErrorPrevention #CodeChanges #CodeDocumentation #CodeMaintenance #ReliableSoftware #stuffatory #indiedev #mobiledev #iosapps
https://www.instagram.com/reel/Cncwxs2Dy9T/?igshid=ZjE2NGZiNDQ=