AI Programmers Who Specialize in Rectifying Flawed Artificial Intelligence Code
In the ever-evolving world of technology, a new job title has emerged: Vibe Coding Cleanup Specialists. These specialists, such as Hamid Siddiqi, focus on repairing common problems in Vibe-Coded projects, including inconsistent UI/UX design, misaligned branding elements, and poorly optimized code that impairs performance.
Vibe-Coding, a revolutionary AI-driven software development tool, has taken the tech industry by storm. Coined by Andrej Karpathy, former AI department lead at Tesla, in 2025, Vibe-Coding generates software source code through prompts, making it accessible to practically anyone. Users simply describe what they want to achieve, and the AI handles most of the work.
However, despite its ability to streamline the coding process, Vibe-Coding still requires the work of Vibe Coding Cleanup Specialists to optimize and polish the code. Inexperienced programmers can use Vibe-Coding to implement their vision with little effort and budget, but the AI's output may not always be perfect.
Security issues in Vibe-Coded software can lead to unexpected outcomes, such as generating recipes for poisonous cyanide ice cream. A user reported experiencing numerous cyberattacks on their Software-as-a-Service created with the AI code editor Cursor, resulting in issues like exhausted API keys and bypassed subscriptions. Cyberattacks are not uncommon on software created with AI code editors like Cursor.
Product managers and small business owners are among the clients of Vibe Coding Cleanup Specialists, using Vibe-Coding to implement their ideas and create prototypes. Hamid Siddiqi, for instance, works with about 15 to 20 clients regularly and takes on additional individual projects throughout the year. Swatantra Sohni, another specialist in cleaning up poor code, believes that Vibe-Coding is useful for conveying a prototype but not for creating a production-ready app.
Vibe-Coding is an example of how AI not only replaces jobs but also creates new ones, such as the need for Vibe Coding Cleanup Specialists. As more businesses adopt AI-driven tools for their software development needs, the demand for these specialists is expected to grow.
In conclusion, while Vibe-Coding offers a promising solution for those with little programming knowledge, it also highlights the importance of human intervention in ensuring the quality, security, and performance of the software produced.
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