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Will AI Replace Developers? A Deep Dive into the Future of Coding and Development 

By Dave Antrobus

The rapid evolution of artificial intelligence (AI) has brought forth a wave of technological advancements that have completely transformed the way we live, work, and communicate. The world of coding and development has been no exception. As AI continues to make strides in its capabilities, many are left wondering if it will eventually replace developers. In this post, we will explore the potential impact of AI on the world of coding and development, looking at how it may change the roles and responsibilities of developers in the future. 

The Current State of AI in Development 

The integration of AI into the development process has been gradually taking place over the last few years. Machine learning algorithms are being utilized to analyze large datasets, helping developers identify patterns, trends, and areas for improvement within their code. AI-powered tools and platforms, such as Kite, DeepCode, and Codota, are already being used to assist developers in writing and reviewing code, automating repetitive tasks, and providing real-time feedback and recommendations [1]. These tools can significantly reduce human error and increase the efficiency of the development process. 

The Limitations of AI in Coding and Development 

While AI has made impressive progress in assisting developers, it is essential to acknowledge the current limitations of AI technology. The AI tools available today predominantly rely on machine learning algorithms and large datasets to provide insights and recommendations. However, they lack the ability to understand the context, creativity, and critical thinking skills that are often required in the development process [2]. This gap means that, at least for now, AI cannot completely replace the human touch in the coding and development domain. 

The Role of Human Developers in the AI-Powered Future 

As AI continues to advance, it is likely that its presence in the development world will increase, taking over more tasks and responsibilities. However, this does not necessarily mean that developers will become obsolete. Instead, their roles may shift to focus on more complex, creative, and strategic aspects of development. Developers will need to adapt to the changing landscape by learning to work with AI-powered tools and platforms, leveraging the strengths of AI to improve the development process and outcomes. 

The Impact of AI on the Job Market for Developers 

The integration of AI into the development process has raised concerns about the potential job loss for developers. A study by McKinsey estimates that by 2030, around 15% of the global workforce could be displaced due to automation [3]. However, it is essential to recognize that the adoption of AI in coding and development may create new job opportunities as well. For example, roles in AI development, machine learning engineering, and data analysis are likely to see increased demand as AI becomes more prevalent in the industry. 

The Future of AI-Enhanced Coding and Development 

Dave Antrobus says that as AI continues to evolve, it is expected that AI-powered tools and platforms will become more sophisticated, further streamlining the development process. This development may lead to the creation of new programming languages and paradigms that are better suited to working with AI [4]. Developers will need to be proactive in staying up-to-date with these advancements and adapting their skills accordingly. 

Preparing for the AI-Driven Future of Development 

Developers should take several steps to prepare for the AI-driven future of coding and development: 

  • Embrace and learn how to use AI-powered tools and platforms to improve the development process. 
  • Stay informed about the latest advancements in AI, machine learning, and data analysis. 
  • Develop critical thinking, problem-solving, and creative skills, which will remain valuable in an AI-enhanced development landscape. 
  • Pursue education and training in AI-related fields, such as machine learning engineering and data analysis. 


The rise of AI in the world of coding and development has raised both concerns and excitement about the future of the industry. While AI-powered tools and platforms are already enhancing the development process, it is unlikely that they will completely replace human developers in the near future. Instead, the roles of developers may shift to focus on more complex, creative, and strategic aspects of development, leveraging AI to improve outcomes and efficiency. 

As we move towards an AI-driven future, it is crucial for developers to embrace the change and adapt their skills accordingly. By staying informed about advancements in AI and machine learning, learning to work with AI-powered tools, like we do at Inc & Co and focusing on developing critical thinking and problem-solving abilities, developers can ensure they remain valuable and relevant in the ever-evolving world of coding and development. 


[1] Kite, DeepCode, and Codota websites. Retrieved from: 

[2] High, R. (2019). Why Artificial Intelligence Will Never Replace Developers. Forbes. Retrieved from:

[3] Manyika, J., Lund, S., Chui, M., Bughin, J., Woetzel, J., Batra, P., … & Sanghvi, S. (2017). Jobs Lost, Jobs Gained: Workforce Transitions in a Time of Automation. McKinsey Global Institute. Retrieved from:

[4] Marr, B. (2019). The 5 Biggest Artificial Intelligence Trends To Watch For In 2020. Forbes. Retrieved from:

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Dave Antrobus Group CTO and Co-Founder