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Posts tagged #TechDebt

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Legacy Drupal systems increase hidden costs and slow delivery, analysis shows Legacy Drupal platforms may appear stable, but the real cost emerges through slower delivery and rising operational effort. Dan Smith of Code Enigma describes this as “legacy risk,” where systems continue to function but demand increasing effort to p...

Legacy Drupal isn’t failing—it’s slowing you down.

Dan Smith of Code Enigma explains “legacy risk” as rising delivery friction over time.

Read more: https://bit.ly/4mrOhZV

#Drupal #WebDevelopment #TechDebt #OpenSource

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A person typing on a keyboard.

A person typing on a keyboard.

https://bit.ly/494vqgX Don't Fall for the #Lure of #Technical #Debt.

Southwest Airlines is the perfect example of what not to do.

Read about technical debt, why it is a problem, and how massive companies like Southwest can fall for the lure of technical debt.

#techdebt

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Could the AI Boom Be Threatened by Rising Energy Costs❓️❓️❓️❓️
#AIBoom #EnergyCosts #IranWar #TechEconomy #DataCenters #AIInvestment #FinancialRisks #EnergyCrisis #TechDebt #MarketVolatility
www.theguardian.com/business/202...

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New study maps how AI‑generated code churn creates a tragedy of the commons, piling up technical debt and developer frustration. See why code reviews are now a survival skill for devs. #AICodeGeneration #DeveloperFrustration #TechDebt

🔗 aidailypost.com/news/study-m...

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Power is nothing without control (software physics) I see a lot of people asking of why AI needs to have high quality standard than hands on code. The simple answer is entropy and velocity.

Pace over velocity

If AI is 10x better than you but moves 100x faster, you hit "landmines" 10x sooner. 💣

The goal isn't speed. It's pace.

Power is nothing without control.

Read why: javil.substack.com/p/power-is-n...

#AI #SoftwareEngineering #TechDebt #Physics

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How Microsoft Vaporized a Trillion Dollars Inside the complacency and decisions that eroded trust in Azure—from a former Azure Core engineer.

This six-part post describes typical technical and process rot in orgs when product quality (e.g., security, reliability) and op excellence are incrementally sacrificed in the name of velocity, time-to-market, etc.

#technology #management #techdebt

isolveproblems.substack.com/p/how-micros...

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Zen of AI Coding Software development is dead. The marginal cost of code is collapsing. That single fact changes everything that follows.

#Development #Approaches
Zen of AI coding · Code became cheap, and everything changed ilo.im/16btdu by Yoav Aviram

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#Business #Engineering #Coding #AI #Software #Workflows #TechDebt #WebDev #Frontend #Backend

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Italy missing their 3º World Cup is a masterclass in #TechDebt
Don't just patch the UI (coach) for immediate results. Neve tear down a monolith from scratch. Shore up the solid legacy base, isolate the bad code, and subdivide it into manageable bits
🔗 buff.ly/wBDu0Ak
#FullStack #Architecture #Tech

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#Design #Analyses
Design debt is now like technical debt · Rapid AI adoption risks systemic UX failures ilo.im/16bnme by Arin Bhowmick

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#DesignProcess #DesignDebt #TechDebt #AI #IA #ProductDesign #UxDesign #UiDesign #WebDesign

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The image shows a heritage tram in downtown Melbourne, Australia. The front of the tram displays "CITY CIRCLE VIA SCRATCH NEWS".
It's an overcast day, the tram is a classic yellow and green colour. 
The image is promoting Scratch News, scratchnews.io

The image shows a heritage tram in downtown Melbourne, Australia. The front of the tram displays "CITY CIRCLE VIA SCRATCH NEWS". It's an overcast day, the tram is a classic yellow and green colour. The image is promoting Scratch News, scratchnews.io

Jump on for #Australia & #NewZealand #tech #news

‪👉 scratchnews.io

💤 Boring Tech Is Easy
😢 No Junior #Dev #Hiring
🚽 #LinkedIn Broken & Cringe
👨‍💻 The On-Call Roster #SRE & #ITOps
💰 #TechDebt Vs Cognitive & Intent Debt
🇦🇺 25% #Mobile Coverage #Map Not Real?
🦘 #Biotech #Startup Cauldron Raise $13M

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In dev, accepting "meh" AI code ruins architecture & creates massive tech debt. But in science? It’s catastrophic. If we shouldn't build software on mediocre foundations, we absolutely cannot build human knowledge on them. We can't trade truth for speed. #Science #AI #TechDebt

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Spot on. We see this in software development too. AI generates "meh" code that barely works, pushing out solid architecture. But tech is an integrated system. You can't patch security & scalability over a mediocre foundation. #TechDebt #SoftwareEngineering #AI #Architecture

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Apprendre en livrant, c'est le vrai chemin vers l'excellence ! #Agilité #Innovation #TechDebt

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Birds using toxic cigarette butts for nests is the ultimate hotfix. We deploy dirty patches to survive prod bugs. Tech debt is a mortgage: pay it down slowly or compound interest kills your system.
🔗 es.wired.com/articulos/es...
#FullStack #TechDebt #DevLife

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The shortcut taken, a debt incurred it is. Repay it, future you must, for the clean path, a runway protects. #BuildInPublic #Dev #techdebt

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A person typing on a keyboard.

A person typing on a keyboard.

https://bit.ly/494vqgX Don't Fall for the #Lure of #Technical #Debt.

Southwest Airlines is the perfect example of what not to do.

Read about technical debt, why it is a problem, and how massive companies like Southwest can fall for the lure of technical debt.

#techdebt

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Beyond the Vibe If your workflow depends on five different “vibe-coded” add-ons to function, you don’t have a workflow. You have a temporary arrangement.

Check out my latest article:
Beyond the Vibe www.linkedin.com/pulse/beyond... via @LinkedIn
#VibeCoding #SaaSBubble #TechDebt #AppFragmentation

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How the #AIBubble may be like the 2008 GFC thanks to SPVs / CDOs

#GPU #CoreWeave #NVIDIA #StructuredFinance #Securitisation #CDO #DataCentres #PrivateCredit #GFC2 #DerivativesMarket #PensionFunds #SPV #ComputeFutures #TechDebt #WallStreet #FinancialEngineering #2008Redux

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La amenaza del ‘Komsomolets’: un submarino soviético nuclear libera radiación desde el fondo del mar desde hace cuatro décadas El ‘K-278′ emite material radiactivo desde que se hundió en 1989, aunque los torpedos con ojivas atómicas resisten la corrosión

Soviet nuclear sub leaked radiation for 37 years. Dev lesson: legacy systems are our sunken subs. Patches become permanent. Monitor, contain, and never lose the knowledge. "If it works, keep it" isn't free.

#LegacyCode #TechDebt #Monitoring #KnowledgeTransfer #DevLife

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Quantum computing researcher: "We make unrealistic promises." Sound familiar? Hype is tech debt. Basic science is like refactoring—pays off later. Visibility ≠ real impact. Young teams can reset culture.

🔗 buff.ly/ZXcJuDB

#QuantumComputing #TechDebt #Leadership #DevCulture #Hype

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Code is a liability, not an asset. The most elegant solution requires zero lines of maintenance. Here is why we prioritize #ThinkingFirst Engineering over…

https://f.mtr.cool/adagqxhptq

#DataTip #SoftwareEngineering #TechDebt

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Original post on infosec.exchange

@GhostOnTheHalfShell

10k words, wrong thesis.

He's banging on about GPUs in boxes. The actual scandal is GPUs as financial instruments. CoreWeave has $30B in debt collateralised against physical chips in SPVs (Special Purpose Vehicle), depreciated over 6 years based on projected inference […]

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From the security team’s perspective:
“We’ll fix it later” has a remarkable ability to become “we never fixed it.”

#CyberSecurity #TechDebt #Reality

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ctx v0.8.0: The Architecture Release - ctx: do you remember? ctx provides temporal continuity across sessions

You can't localize what you haven't externalized. / You can't integrate what you haven't separated. / You can't scale what you haven't structured.

» ctx v0.8.0: The Architecture Release: ctx.ist/blog/2026-03...

» We Broke the 3:1 Rule: ctx.ist/blog/2026-03...

#TechDebt #ContextEngineering

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From the security team’s perspective:
“We’ll fix it later” has a remarkable ability to become “we never fixed it.”

#CyberSecurity #TechDebt #Reality

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A person typing on a keyboard.

A person typing on a keyboard.

https://bit.ly/494vqgX Don't Fall for the #Lure of #Technical #Debt.

Southwest Airlines is the perfect example of what not to do.

Read about technical debt, why it is a problem, and how massive companies like Southwest can fall for the lure of technical debt.

#techdebt

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Engineering breakthroughs are dying in private AI chats. We're calling it Knowledge Debt. The fix: https://f.mtr.cool/owoihxcjcg…

https://f.mtr.cool/nvjeqebtir

#DataTip #AIStrategy #TechDebt

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Nobody has time to build a design system so nobody builds a design system so the design system stays frozen at whatever the intern shipped in 2019.

#DesignSystems #ProductivityParalysis #TechDebt #DesignOps

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How I Made Server 2012 R2 Love Hyper-V 2025 - Working Hard In IT Some people spun up a brand-new Windows Server 2025 Hyper-V cluster and migrated a truckload of their virtual machines over. I love modern infrastructure, so this all sounds very good until they reach...

New blog Post: How I Made Server 2012 R2 Love Hyper-V 2025 - Working Hard In ITWorking Hard In IT and boot! #MVPBuzz #HyperV #TechDebt blog.workinghardinit.work/2026/03/17/h...

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The AI Coding Honeymoon Ends: Enterprise Bosses Discovering the Cost Enterprise organisations are discovering AI code produces 1.7x more bugs, faces insurance withdrawal, and creates massive technical debt. A reckoning is coming.

The AI Coding Honeymoon Ends: Enterprise Bosses Discovering the Cost

#ArtificialIntelligence #SoftwareDevelopment #TechDebt #Enterprise #AusNews

thedailyperspective.org/article/2026-03-17-the-a...

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