How Vibe Coding is Transforming Development: Benefits and New Governance Challenges | Generative AI Frenzy: The 2nd Episode

2026/07/30 10:00 (Updated 2026/07/30 10:28)
Editors of Iolite
Written by Iolite Editorial Team
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バイブコーディングが変える開発現場 恩恵とガバナンスの新課題|生成AI狂騒曲 The 2nd episode

The Concept of a Constitution: Balancing Safety and Ethics in Development Philosophy

Key points of this article

1.The impact of vibe coding and Claude Code
Vibe coding — building software by giving instructions in natural language — has taken hold. Behind this is the evolution of AI agents like "Claude Code," which carries its own built-in sense of safety and ethics (a kind of AI constitution) and can autonomously write programs while keeping hallucination in check.

2.The democratization of development, and the risks it exposes
Even non-engineers can now build apps in a short amount of time, driving the democratization of programming. At the same time, problems are surfacing too, such as excessive permission requests and character-encoding errors. Running this without governance designed to protect personal data and ensure security is dangerous.

3.The need for hyper-specialized talent, and the future of organizations
The value of people who simply write code is declining, while the role of interpreting AI's judgment and preventing it from running off the rails is becoming critical. Going forward, the organizations that hold the advantage will be the ones with hyper-specialized talent — people who combine technical understanding with legal and audit expertise, and who can build proper risk assessment and governance.


Vibe coding, which uses generative AI to write code in natural language, is reshaping the norms of software development.

While the dramatic reduction in development costs is a boon for management, it also brings new risks.

This Episode's Theme: Claude Code

An agent-based AI coding support tool provided by Anthropic. It operates on a terminal (CUI), autonomously executing tasks such as "code creation, modification, and refactoring" by reading the entire project.

The AI Frenzy image1

Anthropic, a U.S. startup, developed the interactive generative AI "Claude" amidst the heated AI development race, deliberately prioritizing safety and ethics over speed, thereby establishing its originality.

To instill safety and ethics in Claude, Anthropic chose not to teach right and wrong case-by-case but to provide an AI "constitution."

Humanity has yet to provide a clear answer to questions like "Why is murder wrong?" Just as Japanese norms may not apply in the U.S., ethics can vary among ten people.

Thus, society has codified laws to bridge these differences.

Legal texts are not perfect, and interpretations are contested by scholars, lawyers, and prosecutors, but AI learning cannot afford such debates.

Therefore, the idea was to first provide broad laws and leave the interpretation to the AI users.

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CUI and GUI

The GUI, which involves clicking icons with a mouse, is a screen configuration designed for humans, while the CUI is more comprehensible for computers. The innovation lies in AI considering human-oriented presentations.


CUI (Character User Interface)

Historically, computers commonly used interfaces that displayed results as text in response to text-based commands. Even today, CUI operations are frequently employed in server environments. Since there is no need to create screen displays, programs are lightweight and unaffected by network speed during remote operations. However, mastery requires memorizing command languages (parameters).

The AI Frenzy image9

GUI (Graphical User Interface)

This system translates commands intended for computers into images understandable by humans. By interacting with markers like a mouse and icons, users can prompt reactions from the computer. For computers, this involves the additional cost of graphically rendering understood content, which generally results in heavier processing.

The AI Frenzy image10

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September 2026 issueReleased on 2026/07/30
Interview Richard Teng, Co-CEO, Binance Taisuke Isono, Head of Nikko Open Innovation Lab & DeFi Technology Department, SMBC Nikko Securities Inc. Hiroshi Kamiwaki, Director & Head of Crypto Asset Finance Business, Fintertech Co., Ltd. PHOTO & INTERVIEW Yusaku Nakano Feature Story: "Survival Strategies for Crypto Exchanges — The New Order Post-FIEA Transition" Interview Tomoyuki Isaka, President & Representative Director, CEO, Coincheck, Inc. Takaaki Fujiwara, Executive Vice President & Director, Mercury Inc. [Dialogue Series] The NISHI Talk: Crypto Conversations "Social Implementation Beyond Merely Holding Bitcoin" Kasou NISHI × Rintaro Kawai, President & Representative Director, ANAP HOLDINGS Co., Ltd. Series: Tech and Future Toshinao Sasaki ...and more