#techdebt — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #techdebt, aggregated by home.social.
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#Development #Guides
Most of your tech debt is free · How to find the debt that actually bills you https://ilo.im/16f9b5_____
#Programming #Coding #Audits #Maintainability #TechDebt #WebDev #Frontend #Backend -
#Development #Guides
Most of your tech debt is free · How to find the debt that actually bills you https://ilo.im/16f9b5_____
#Programming #Coding #Audits #Maintainability #TechDebt #WebDev #Frontend #Backend -
#Development #Guides
Most of your tech debt is free · How to find the debt that actually bills you https://ilo.im/16f9b5_____
#Programming #Coding #Audits #Maintainability #TechDebt #WebDev #Frontend #Backend -
News business idea: TDAAS = Technical Debt As A Service.
Or is that just "AI" generated code redefined?
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News business idea: TDAAS = Technical Debt As A Service.
Or is that just "AI" generated code redefined?
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News business idea: TDAAS = Technical Debt As A Service.
Or is that just "AI" generated code redefined?
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🚨 Vibe Coding το 2026: 7 κανόνες για να μην χαθείς στο χάος
Το vibe coding πέρασε από τα landing pages στις full-stack εφαρμογές. Το AI γράφει κώδικα, εσύ γράφεις το όραμα. Απλό; Όχι πάντα.
Το vibe coding είναι το μέλλον. Αλλά το μέλλον θέλει πειθαρχία, δομή και κανόνες. 🎯
Διάβασε το πλήρες άρθρο εδώ 👇
https://eiosifidis.blogspot.com/2026/08/7-kanones-vibe-coding.html#VibeCoding #AI #Programming #FOSS #OpenSource #TechDebt #DevLife #AIcoding #Tech
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🚨 Vibe Coding το 2026: 7 κανόνες για να μην χαθείς στο χάος
Το vibe coding πέρασε από τα landing pages στις full-stack εφαρμογές. Το AI γράφει κώδικα, εσύ γράφεις το όραμα. Απλό; Όχι πάντα.
Το vibe coding είναι το μέλλον. Αλλά το μέλλον θέλει πειθαρχία, δομή και κανόνες. 🎯
Διάβασε το πλήρες άρθρο εδώ 👇
https://eiosifidis.blogspot.com/2026/08/7-kanones-vibe-coding.html#VibeCoding #AI #Programming #FOSS #OpenSource #TechDebt #DevLife #AIcoding #Tech
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🚨 Vibe Coding το 2026: 7 κανόνες για να μην χαθείς στο χάος
Το vibe coding πέρασε από τα landing pages στις full-stack εφαρμογές. Το AI γράφει κώδικα, εσύ γράφεις το όραμα. Απλό; Όχι πάντα.
Το vibe coding είναι το μέλλον. Αλλά το μέλλον θέλει πειθαρχία, δομή και κανόνες. 🎯
Διάβασε το πλήρες άρθρο εδώ 👇
https://eiosifidis.blogspot.com/2026/08/7-kanones-vibe-coding.html#VibeCoding #AI #Programming #FOSS #OpenSource #TechDebt #DevLife #AIcoding #Tech
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just ain't that the truth 😬
"The problem with #legacy technology is not that organisations do not know the risks. It is that no mechanism forces a decision. Ownership is distributed across operators, boards, procurement teams, regulators and ministers until responsibility effectively disappears and unsupported systems keep running, carrying live demand, long after the last security patch."
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just ain't that the truth 😬
"The problem with #legacy technology is not that organisations do not know the risks. It is that no mechanism forces a decision. Ownership is distributed across operators, boards, procurement teams, regulators and ministers until responsibility effectively disappears and unsupported systems keep running, carrying live demand, long after the last security patch."
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just ain't that the truth 😬
"The problem with #legacy technology is not that organisations do not know the risks. It is that no mechanism forces a decision. Ownership is distributed across operators, boards, procurement teams, regulators and ministers until responsibility effectively disappears and unsupported systems keep running, carrying live demand, long after the last security patch."
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LLM (noun): a machine used by software teams to turn piles of cash into technical debt
#LLM #AI #software #TechDebt #TechnicalDebt #coding #AmbroseBierce
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LLM (noun): a machine used by software teams to turn piles of cash into technical debt
#LLM #AI #software #TechDebt #TechnicalDebt #coding #AmbroseBierce
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LLM (noun): a machine used by software teams to turn piles of cash into technical debt
#LLM #AI #software #TechDebt #TechnicalDebt #coding #AmbroseBierce
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🔓 Stuck on Ruby 3.0 or older? Overwhelmed with #techdebt & compliance issues? Upgrade to #Ruby4.0 on a Budget with a pace that meets your needs.
🌳 Bonsai by FastRuby.io® is the monthly upgrade service top-notch engineering teams trust. 🚀 Tap into our talent to get things done.
👉 http://go.fastruby.io/ep7
[from my GitHub Sponsor] -
🔓 Stuck on Ruby 3.0 or older? Overwhelmed with #techdebt & compliance issues? Upgrade to #Ruby4.0 on a Budget with a pace that meets your needs.
🌳 Bonsai by FastRuby.io® is the monthly upgrade service top-notch engineering teams trust. 🚀 Tap into our talent to get things done.
👉 http://go.fastruby.io/ep7
[from my GitHub Sponsor] -
🔓 Stuck on Ruby 3.0 or older? Overwhelmed with #techdebt & compliance issues? Upgrade to #Ruby4.0 on a Budget with a pace that meets your needs.
🌳 Bonsai by FastRuby.io® is the monthly upgrade service top-notch engineering teams trust. 🚀 Tap into our talent to get things done.
👉 http://go.fastruby.io/ep7
[from my GitHub Sponsor] -
#Development #Experiences
Cleaning up after AI rockstar developers · “Craftsmanship is one thing we can never outsource to a machine.” https://ilo.im/16dm2a_____
#Programming #Coding #Craftsmanship #AI #Slop #TechDebt #Teamwork #WebDev #Frontend #Backend -
#Development #Experiences
Cleaning up after AI rockstar developers · “Craftsmanship is one thing we can never outsource to a machine.” https://ilo.im/16dm2a_____
#Programming #Coding #Craftsmanship #AI #Slop #TechDebt #Teamwork #WebDev #Frontend #Backend -
#Development #Experiences
Cleaning up after AI rockstar developers · “Craftsmanship is one thing we can never outsource to a machine.” https://ilo.im/16dm2a_____
#Programming #Coding #Craftsmanship #AI #Slop #TechDebt #Teamwork #WebDev #Frontend #Backend -
🎸🧹 Ah, the mythical "AI rockstar" developer—here to dazzle us with their indecipherable code sorcery and leave us mere mortals to clean up their glittery mess. It's like they dropped a greatest hits album of tech debt and then bailed on the tour, leaving the janitorial staff (aka the rest of the team) to decipher their hieroglyphics. 🚀📉
https://www.codingwithjesse.com/blog/rockstar-developers/ #AIrockstar #developer #techdebt #codinghumor #teamdynamics #softwaredevelopment #HackerNews #ngated -
🎸🧹 Ah, the mythical "AI rockstar" developer—here to dazzle us with their indecipherable code sorcery and leave us mere mortals to clean up their glittery mess. It's like they dropped a greatest hits album of tech debt and then bailed on the tour, leaving the janitorial staff (aka the rest of the team) to decipher their hieroglyphics. 🚀📉
https://www.codingwithjesse.com/blog/rockstar-developers/ #AIrockstar #developer #techdebt #codinghumor #teamdynamics #softwaredevelopment #HackerNews #ngated -
🎸🧹 Ah, the mythical "AI rockstar" developer—here to dazzle us with their indecipherable code sorcery and leave us mere mortals to clean up their glittery mess. It's like they dropped a greatest hits album of tech debt and then bailed on the tour, leaving the janitorial staff (aka the rest of the team) to decipher their hieroglyphics. 🚀📉
https://www.codingwithjesse.com/blog/rockstar-developers/ #AIrockstar #developer #techdebt #codinghumor #teamdynamics #softwaredevelopment #HackerNews #ngated -
"Their services are as essential as hosting—a non-negotiable."
Case study: For a solo Founder, FastRuby.io's Bonsai Team and their support became a non-negotiable part of running a SaaS business.
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"Their services are as essential as hosting—a non-negotiable."
Case study: For a solo Founder, FastRuby.io's Bonsai Team and their support became a non-negotiable part of running a SaaS business.
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"Their services are as essential as hosting—a non-negotiable."
Case study: For a solo Founder, FastRuby.io's Bonsai Team and their support became a non-negotiable part of running a SaaS business.
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The Recursive Loop: Software Engineering in the Age of Model-Generated Input
Software engineers face risks as LLMs generate code that trains new LLMs, potentially lowering quality and innovation. Learn what this means for developers.
#LLMCode, #SoftwareEngineering, #AIinTech, #TechDebt, #FutureofCode
https://newsletter.tf/llm-code-generation-risks-software-quality/
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New reports show LLM-generated code is now training future LLMs. This could lead to lower software quality and less innovation compared to human-written code.
#LLMCode, #SoftwareEngineering, #AIinTech, #TechDebt, #FutureofCode
https://newsletter.tf/llm-code-generation-risks-software-quality/ -
ICYMI: We open sourced our Rails upgrade methodology as a Claude Code Skill.
60,000+ hours of upgrade work, distilled into a skill that teaches Claude Code to dual boot, stay green, and not take dangerous shortcuts.
https://www.fastruby.io/blog/open-source-claude-code-skill-for-rails-upgrades.html
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ICYMI: We open sourced our Rails upgrade methodology as a Claude Code Skill.
60,000+ hours of upgrade work, distilled into a skill that teaches Claude Code to dual boot, stay green, and not take dangerous shortcuts.
https://www.fastruby.io/blog/open-source-claude-code-skill-for-rails-upgrades.html
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ICYMI: We open sourced our Rails upgrade methodology as a Claude Code Skill.
60,000+ hours of upgrade work, distilled into a skill that teaches Claude Code to dual boot, stay green, and not take dangerous shortcuts.
https://www.fastruby.io/blog/open-source-claude-code-skill-for-rails-upgrades.html
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#Development #Analyses
Prompts are technical debt too · “Prompts are a worse form of technical debt than code.” https://ilo.im/16d2xx_____
#Programming #Coding #AI #AiAgents #Maintenance #TechDebt #DevOps #WebDev #Frontend #Backend -
#Development #Analyses
Prompts are technical debt too · “Prompts are a worse form of technical debt than code.” https://ilo.im/16d2xx_____
#Programming #Coding #AI #AiAgents #Maintenance #TechDebt #DevOps #WebDev #Frontend #Backend -
#Development #Analyses
Prompts are technical debt too · “Prompts are a worse form of technical debt than code.” https://ilo.im/16d2xx_____
#Programming #Coding #AI #AiAgents #Maintenance #TechDebt #DevOps #WebDev #Frontend #Backend -
Modernizing #Java at scale fails when refactoring isn’t repeatable. Bryan Friedman shows how #OpenRewrite enables safe, deterministic upgrades across massive codebases.
Learn the engine behind enterprise Java modernization: https://javapro.io/2026/02/04/the-open-source-deterministic-engine-maintaining-javas-next-30-years/
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Modernizing #Java at scale fails when refactoring isn’t repeatable. Bryan Friedman shows how #OpenRewrite enables safe, deterministic upgrades across massive codebases.
Learn the engine behind enterprise Java modernization: https://javapro.io/2026/02/04/the-open-source-deterministic-engine-maintaining-javas-next-30-years/
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Modernizing #Java at scale fails when refactoring isn’t repeatable. Bryan Friedman shows how #OpenRewrite enables safe, deterministic upgrades across massive codebases.
Learn the engine behind enterprise Java modernization: https://javapro.io/2026/02/04/the-open-source-deterministic-engine-maintaining-javas-next-30-years/
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As someone who works in tech, a four-day "scheduled" outage for a production billing system is... a choice. I can’t imagine telling my team we’re taking the platform offline from Friday night until Tuesday morning for an "upgrade". In 2026, you'd think we'd have moved past maintenance windows that last half a week.
Where is the blue-green deployment? The canary releases? Just a casual 4-day blackout.
#TechDebt #DevOps #SRE #SoftwareEngineering #MaintenanceWindow
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As someone who works in tech, a four-day "scheduled" outage for a production billing system is... a choice. I can’t imagine telling my team we’re taking the platform offline from Friday night until Tuesday morning for an "upgrade". In 2026, you'd think we'd have moved past maintenance windows that last half a week.
Where is the blue-green deployment? The canary releases? Just a casual 4-day blackout.
#TechDebt #DevOps #SRE #SoftwareEngineering #MaintenanceWindow
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Veel .NET-systemen werken nog prima.
Maar onder de oppervlakte ontstaat frictie: trage releases, complexe dependencies en steeds meer onderhoud. Dat is geen stabiliteit. Dat is stilstand.
In ons whitepaper laten we zien hoe je:
→ 20–30% productiviteit wint
→ de balans verschuift van onderhoud naar innovatie
→ je architectuur voorbereidt op AI📥 Download hier: https://dawn.tech/publicatie/net-apps-the-business-case-for-modernization
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The "security-first" mandate is killing professional productivity. It’s time to talk about the massive cleanup costs of forced updates and the systematic destruction of deep work. 🛠️ Stop paying the progress tax.
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The "security-first" mandate is killing professional productivity. It’s time to talk about the massive cleanup costs of forced updates and the systematic destruction of deep work. 🛠️ Stop paying the progress tax.
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The "security-first" mandate is killing professional productivity. It’s time to talk about the massive cleanup costs of forced updates and the systematic destruction of deep work. 🛠️ Stop paying the progress tax.
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One could say that our #AIslop #techdebt is decreasing, but what if the real metric should take absolute values of the number of slop #loc changes? #vibecoding
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One could say that our #AIslop #techdebt is decreasing, but what if the real metric should take absolute values of the number of slop #loc changes? #vibecoding
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Stop worshipping at the altar of Docker Swarm on a single node. You're running distributed systems tech for zero benefit. Raft log? Overlay network? On localhost? That's not production-grade, it's technical debt. Use Compose. Keep state in a text file, not a fragile binary. #DevOps #Docker #TechDebt
https://www.valtersit.com/guides/docker/docker-swarm-is-dead-long-live-compose/
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One could say that our #AIslop #techdebt is decreasing, but what if the real metric should take absolute values of the number of slop #loc changes? #vibecoding
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One could say that our #AIslop #techdebt is decreasing, but what if the real metric should take absolute values of the number of slop #loc changes? #vibecoding
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One could say that our #AIslop #techdebt is decreasing, but what if the real metric should take absolute values of the number of slop #loc changes? #vibecoding
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Warum die meisten E-Commerce-Debatten am eigentlichen Problem vorbeigehen
Alle diskutieren über das perfekte ERP. Niemand über schlechte Daten. Warum E-Commerce-Debatten regelmäßig am eigentlichen Problem scheitern. -
Warum die meisten E-Commerce-Debatten am eigentlichen Problem vorbeigehen
Alle diskutieren über das perfekte ERP. Niemand über schlechte Daten. Warum E-Commerce-Debatten regelmäßig am eigentlichen Problem scheitern. -
"Technical debt is not malice"
https://phpunit.expert/articles/technical-debt-is-not-malice.html"Technical debt is not malice, it is context. An argument for why empathy is a technical skill that matters more than you think." #php #phpunit #techdebt
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"Technical debt is not malice"
https://phpunit.expert/articles/technical-debt-is-not-malice.html"Technical debt is not malice, it is context. An argument for why empathy is a technical skill that matters more than you think." #php #phpunit #techdebt
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"Technical debt is not malice"
https://phpunit.expert/articles/technical-debt-is-not-malice.html"Technical debt is not malice, it is context. An argument for why empathy is a technical skill that matters more than you think." #php #phpunit #techdebt
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Storing backups (cold data) on the same volume or in the exact same environment as the production database isn't a backup; it's just a local copy. It is therefore a lack of forethought that led to this situation.
I have never seen a company that allows just anyone to work on production servers. No matter the company, someone hired 2 days ago does not work on production; they read, they read some more, and they keep reading to understand the big picture. This is something AI cannot do.
The safeguard that prevents AI from running amok must be built by design, not through instructions in a .md file or a .yaml configuration. Furthermore, even if a person validates the commands by hitting the "authorize" button, they are not to blame. This is what we call Taylorized factory behavior. The natural tendency will be to validate blindly because mental fatigue will set in; there is a term for this: validation fatigue or alert fatigue. The concept of Taylorism lies in the fragmentation of skills and the absence of critical thinking in a production line. This is the programmer's job with AI nowadays.
An AI must work on servers that have absolutely no impact on production or ongoing work, almost as if it were working in parallel within its own sandbox environment. No matter the language model, things will get broken.
AI is a loose cannon... capable of impressive feats of productivity, but a liability that lacks any global vision.
#AI #SoftwareEngineering #DevOps #SysAdmin #Programming #CyberSecurity #TechDebt #SoftwareArchitecture #LLM #Taylorism
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Storing backups (cold data) on the same volume or in the exact same environment as the production database isn't a backup; it's just a local copy. It is therefore a lack of forethought that led to this situation.
I have never seen a company that allows just anyone to work on production servers. No matter the company, someone hired 2 days ago does not work on production; they read, they read some more, and they keep reading to understand the big picture. This is something AI cannot do.
The safeguard that prevents AI from running amok must be built by design, not through instructions in a .md file or a .yaml configuration. Furthermore, even if a person validates the commands by hitting the "authorize" button, they are not to blame. This is what we call Taylorized factory behavior. The natural tendency will be to validate blindly because mental fatigue will set in; there is a term for this: validation fatigue or alert fatigue. The concept of Taylorism lies in the fragmentation of skills and the absence of critical thinking in a production line. This is the programmer's job with AI nowadays.
An AI must work on servers that have absolutely no impact on production or ongoing work, almost as if it were working in parallel within its own sandbox environment. No matter the language model, things will get broken.
AI is a loose cannon... capable of impressive feats of productivity, but a liability that lacks any global vision.
#AI #SoftwareEngineering #DevOps #SysAdmin #Programming #CyberSecurity #TechDebt #SoftwareArchitecture #LLM #Taylorism
