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AI coding blurs lines between casual generation and professional engineering

Simon Willison notes a convergence between "vibe coding" and "agentic engineering," two distinct approaches to AI-assisted software development. Vibe coding, previously characterized by a lack of code review and disregard for quality, is now blurring with agentic engineering, where developers leverage AI tools with a focus on professional standards like security and maintainability. This overlap raises concerns for Willison, as he finds himself relying on AI-generated code for production systems without thorough line-by-line review, questioning the responsibility of deploying such code. AI

影响 The lines between casual AI code generation and professional engineering are blurring, potentially impacting code quality and developer responsibility in production environments.

排序理由 This is an opinion piece discussing the evolving nature of AI coding tools and their impact on developer practices, rather than a release or research announcement.

在 Medium — Claude tag 阅读 →

AI 生成摘要 · Google Gemini · 来自 5 个来源。 我们如何撰写摘要 →

AI coding blurs lines between casual generation and professional engineering

报道来源 [5]

  1. Simon Willison TIER_1 English(EN) ·

    Vibe coding and agentic engineering are getting closer than I'd like

    <p>I recently talked with Joseph Ruscio about AI coding tools for Heavybit's High Leverage podcast: <a href="https://www.heavybit.com/library/podcasts/high-leverage/ep-9-the-ai-coding-paradigm-shift-with-simon-willison">Ep. #9, The AI Coding Paradigm Shift with Simon Willison</a>…

  2. Medium — Claude tag TIER_1 English(EN) · Harish ·

    What Is Vibe Coding and Why Developers Can’t Ignore It

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@harish_75257/what-is-vibe-coding-and-why-developers-cant-ignore-it-e49c68d7335b?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/1672/1*LOgActtL5zxZ4Tgje3_VFA.png" width…

  3. Mastodon — mastodon.social TIER_1 中文(ZH) · GripNews ·

    🌖 The line between "Vibe Coding" and agentic engineering is blurring, and it makes me uneasy ➤ When AI becomes an "engineer" that cannot be held responsible, how should we define development responsibility? ✤ https://simonwillison.net/2026/May/6/vibe-coding-and-agentic-engineering/ Simon W

    🌖 「Vibe Coding」(氛圍編程)與代理工程的界線正逐漸模糊,這令我不安 ➤ 當 AI 成為無法負責的「工程師」,我們該如何定義開發的責任? ✤ https:// simonwillison.net/2026/May/6/v ibe-coding-and-agentic-engineering/ Simon Willison 在文中探討了「氛圍編程」(Vibe Coding)與「代理工程」(Agentic Engineering)之間界線的消融。過去他認為兩者涇渭分明——前者是隨意依賴 AI 生成結果,後者則是專業工程師在嚴謹架構下運用 AI 增…

  4. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    Vibe coding and agentic engineering are getting closer than I'd like https://simonwillison.net/2026/May/6/vibe-coding-and-agentic-engineering/ # HackerNews # Te

    Vibe coding and agentic engineering are getting closer than I'd like https://simonwillison.net/2026/May/6/vibe-coding-and-agentic-engineering/ # HackerNews # Tech # AI

  5. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    Vibe coding and agentic engineering are getting closer than I'd like https://simonwillison.net/2026/May/6/vibe-coding-and-agentic-engineering/#atom-everything #

    Vibe coding and agentic engineering are getting closer than I'd like https://simonwillison.net/2026/May/6/vibe-coding-and-agentic-engineering/#atom-everything # AI # Coding # OpenSource