logseq/pages/KaraKeep-Highlights.md

icon:: ✏️ generation_time:: 2026-01-21 T12:00:02Z

• TODOs and IDEAs

  • {{query (and TODO KaraKeep-Highlights (or Ideas KaraKeep-Highlights))}} query-table:: true query-properties:: [:block]

• “Vibe Coding”: The Future of Development or a Generational Divide? | CodeGPT

  source:: https://www.codegpt.co/blog/vibe-coding-future-or-hype url:: https://karakeep.diruscio.org/dashboard/preview/osk8ozdguev9vbkw6ufwgesi tags:: AI-Assisted-Coding Artificial Intelligence Programming-Productivity Software Development Tech-Industry-Trends

  • The AI is treated as a "typing assistant" or "pair programmer." background-color:: green
  • The human acts as: The "guide, tester, and refiner"—maintaining full control and responsibility. background-color:: blue
  • The proponents of "vibe coding" (Definition 2) argue for a fundamental shift in the developer's role, from implementer to designer and strategist. background-color:: blue
  • A healthcare professional with no coding background can now prototype a patient tracking system. background-color:: green
  • "weekend toy projects" with tools like Cursor and Claude background-color:: green
  • "programming by intention". The AI handles the "syntactic details" and "technical implementation", liberating the human to focus on "higher-level design" and "creative problem-solving". background-color:: green
  • The promise of vibe coding is cognitive liberation, reframing the bottleneck in software from technical skill (writing syntax) to product vision (knowing what to build). background-color:: blue
  • Security Vulnerabilities background-color:: blue
  • Technical Debt and Maintainability background-color:: blue
  • This creates a "debugging nightmare". As one developer put it: "Debugging AI-generated code can be harder than writing it manually" because when an AI writes the code, the developer has no "mental map" of its logic. background-color:: green

    • Note: #P1

  • The hype of "10x productivity gains" is directly challenged by empirical data. A Randomized Controlled Trial (RCT) studying experienced developers working on real open-source repositories found that using AI tools made them 19% SLOWER. background-color:: green
  • The Skillset Developers "manage AI rather than just write code". background-color:: green
  • it's intelligent orchestration. The developers who will thrive in this new landscape are not those who abdicate responsibility to AI, but those who learn to conduct it. background-color:: blue
  • it's about humans with AI, working in a careful, intentional partnership. background-color:: green

    • Note: P1

  • From Meme to Mainstream: Defining the Phenomenon background-color:: green

    • Note: This is related to PAPERS/J-Collaborative-Development

• L’eclissi del pensiero critico? Intelligenza Artificiale, debito cognitivo e responsabilità

  source:: https://www.quotidianosanita.it/uncategorized/leclissi-del-pensiero-critico-intelligenza-artificiale-debito-cognitivo-e-responsabilita/ url:: https://karakeep.diruscio.org/dashboard/preview/q145b7y1pzntp7p8rcnkuwvy tags:: Artificial Intelligence Cognitive-Science Critical-Thinking Human-Computer-Interaction Medical-Education

  • DEFT-AI che può offrire un approccio strutturato e di buon senso per promuovere il pensiero critico nelle interazioni con i sistemi di IA. background-color:: yellow
  • saper riconoscere quando poter fare affidamento (modalità cyborg) e quando invece è necessario confermare criticamente gli output (modalità centauro). background-color:: yellow
  • sostituire la logica del “trust and go” (fidarsi e andare avanti) con la metodologia del “verify and trust” (verificare e fidarsi) in cui l’output dell’IA viene prima valutato secondo il principio di esplicabilità e poi utilizzato. background-color:: yellow
  • nuove competenze o si potenziano quelle esistenti per adattarsi a tecnologie e pratiche emergenti (up-skilling). background-color:: yellow
  • In definitiva con l’up-skilling non solo si incrementa efficienza e sicurezza ma ci si protegge anche dai rischi di deskilling, garantendo che l’apprendimento e la pratica professionale evolvano insieme alla tecnologia. background-color:: yellow