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Original post on a2mi.social

The final quotes sting everyone that's done architecture:

"The series began with a single engineer’s shock on his first day back in the organization.

"It ends with the same observation, now seen at every layer: the foundational problems in the node stack were visible, the operational and […]

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I was curious how effective Claude Code would be at tackling technical debt, so I asked it to find technical debt in a project. Not only did it do a thorough job of documenting it, it also suggested the fixes. #ClaudeCode #AICoding #technicalDebt

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ℹ️ Lifting and shifting workloads into the cloud without modernizing them is a guaranteed way to waste money.
Stop migrating your technical debt to the cloud. Start modernizing your workloads.

Check the video from Orin Thomas: www.youtube.com/watch?v=3JJr...

#Azure #ITArchitecture #TechnicalDebt

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AI Won't Save You From Bad Engineering - Matt Shaw Why AI is a powerful tool for the competent, but a liability for the unguided.

AI isn’t the problem. Bad engineering is.
AI just amplifies whatever is already there.

That’s great if you know what you’re doing. Less so if you don’t.

And that’s where things get dangerous: matthew-shaw.github.io/blog/2026/03...

#AI #SoftwareEngineering #CodeQuality #TechnicalDebt

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Architecture, AI, and the "Microservice Tax": A 20-Week Battle Against Technical Debt How a veteran architect utilized AI to resolve 100+ P0 bugs, scale ETL performance 50x, and dismantle catastrophic technical debt.

7 microservices for 3 devs is a recipe for disaster. 📉 I used AI to fix 100+ atomic bugs in 3 days, scaled ETL by 50x, and dropped AI Token costs to pennies before walking away from the "Demo-Driven" chaos. Full Postmortem here: [Link](medium.com/@zhouwei6160...) #Backend #TechnicalDebt #GoLang

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Technical debt accumulates from decisions made under pressure that nobody documented.

That is a leadership problem, not an engineering one.

Document every shortcut at the point of taking it, not six months later. 📋

#EngineeringLeadership #TechnicalDebt

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AI fuels a new wave of technical debt AI doesn't just add technical debt; it also introduces new dimensions to the age-old problem.

How to balance the books on AI technical debt. www.informationweek.com/it-strategy/... #artificial intelligence #AI #technicaldebt #computing #enterprise #CIO #informationweek

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お金に執着してないって口では言いながら、本編のバグ修正より集金用の別ゲー開発を優先するのはどう考えても矛盾してない? #GameDev #Gaming #技術的負債 #ソーシャルゲーム #運営への不満 #TechnicalDebt

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"The complexity of software is an essential property, not an accidental one."

buff.ly/E2isjf9 #code #complexity #technicaldebt #classic

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Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling <meta name="google-site-verification" content="Jkk_BLBj1WSBLni5ALn6qOU5wz9Pzv3o5rEwxfuFfwg" />

Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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Image by Gemini: Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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John is an... What expected from John, this 100x engineer that joined every team in the world? What can we do about it? How to handle John?

Another week, and let me ask, did you ever had this super worker engineer in your team that really wanted to code? Maybe you have this experience then

jeferson.me/blog/2026/03...

#AI #Blog #Code #CodeQuality #Engineering #John #Management #Quality #Software #TechnicalDebt #VibeCoding

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Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling <meta name="google-site-verification" content="Jkk_BLBj1WSBLni5ALn6qOU5wz9Pzv3o5rEwxfuFfwg" />

Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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When The Senior Dev Suggests Refactoring The Entire Codebase

When The Senior Dev Suggests Refactoring The Entire Codebase

When The Senior Dev Suggests Refactoring The Entire Codebase

#Refactoring #Seniordeveloper #Codequality #Technicaldebt #Career

programmerhumor.io/programming-memes/when-t...

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Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling <meta name="google-site-verification" content="Jkk_BLBj1WSBLni5ALn6qOU5wz9Pzv3o5rEwxfuFfwg" />

Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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"Management already classified your illness as technical debt."

Nothing says work-life balance like a "Post-Fever Retrospective" invite on your sick day.

#Nullwing #WebComic #DevHumor #SickDay #TechnicalDebt

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When You Touch Legacy Code And Pray Nothing Breaks

When You Touch Legacy Code And Pray Nothing Breaks

When You Touch Legacy Code And Pray Nothing Breaks

#Legacycode #debugging #Spaghetticode #Refactoring #Technicaldebt

programmerhumor.io/programming-memes/when-y...

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Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling <meta name="google-site-verification" content="Jkk_BLBj1WSBLni5ALn6qOU5wz9Pzv3o5rEwxfuFfwg" />

Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling <meta name="google-site-verification" content="Jkk_BLBj1WSBLni5ALn6qOU5wz9Pzv3o5rEwxfuFfwg" />

Image by Gemini: Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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Image by Gemini: Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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Image by Gemini: Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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Image by Gemini: Beyond the "Oops": Unmasking LinkedIn’s Lazy API Error Handling shorturl.at/aRZ0L
#SoftwareEngineering #TechnicalDebt #LinkedInBug #UXDesign #ProductManagement

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Why Technical Debt Has Become a Security Liability in the Age of AI — ExtraHop AI-driven attackers are increasingly able to identify shadow legacy systems—older, unpatched infrastructure that may not be visible to modern security tools. This article explains how technical debt i...

www.extrahop.com/blog/why-tec...
#cyberdefense #technicaldebt #CTO #AI #CIO #infrastructure

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