The Changing Landscape of Software Development: Leveraging AI and Unscalable Tactics


Hatched by Glasp

Aug 27, 2023

4 min read


The Changing Landscape of Software Development: Leveraging AI and Unscalable Tactics


In the rapidly evolving world of technology, software developers are constantly faced with new challenges and opportunities. Two significant trends that have emerged in recent times are the rise of AI technology and the importance of unscalable tactics in the early stages of startups. While these may seem unrelated at first glance, there are common points that connect these two areas and offer valuable insights for developers and entrepreneurs alike. In this article, we will explore the impact of AI on the value of programming skills, the potential of AI tools like ChatGPT in software development, and the significance of unscalable tactics in the growth of startups.

The Shifting Value of Programming Skills:

With the advent of AI technology, there has been a significant shift in the value of programming skills. The author of "90% of My Skills Are Now Worth $0" shares their realization that a large portion of their skills as a software developer has become obsolete due to the emergence of AI language models like ChatGPT. Initially skeptical, the author eventually embraces the opportunities presented by AI tools and recognizes the need to recalibrate their skills.

While AI tools can automate routine tasks and enhance efficiency, they cannot replace the human creativity and expertise that are essential in software development. The most successful projects still require a deep understanding of complex systems and critical thinking skills. Therefore, rather than rendering skills obsolete, AI technology provides an opportunity for developers to leverage their expertise in new and innovative ways.

The Power of AI in Software Development:

AI tools like ChatGPT offer developers the ability to analyze and understand complex code bases, accelerating the development process. By automating tasks that were previously time-consuming, developers can focus their efforts on areas that require their expertise and creativity. Additionally, AI technology enables collaboration and knowledge-sharing among developers at an unprecedented rate, allowing for the delivery of greater value to clients.

However, it is crucial to strike a balance between relying on AI tools and maintaining human-centric problem-solving approaches. While AI technology can offer insights and suggestions, it is the combination of human creativity and expertise with the efficiency of AI that leads to truly innovative solutions. The value lies in integrating AI seamlessly into the development process, rather than relying solely on its capabilities.

The Significance of Unscalable Tactics in Startups:

In the world of startups, founders often face the challenge of acquiring users and gaining traction. The article "Do Things that Don't Scale" emphasizes the importance of unscalable tactics in the early stages of a startup. Founders must be willing to manually recruit users and put in the effort to engage with them individually, even if the numbers seem small at first.

The power of compound growth should not be underestimated. What may start as a manual and time-consuming process can gradually transition into more automated methods as the user base expands. This approach allows startups to establish a strong foundation and build a loyal user community, which is crucial for long-term success.

Actionable Advice for Developers and Entrepreneurs:

  • 1. Embrace AI technology as a complement, not a replacement: Developers should view AI tools like ChatGPT as a means to enhance their productivity and efficiency, rather than a threat to their skills. By leveraging AI, developers can automate routine tasks and focus on areas that require their expertise and creativity.
  • 2. Engage with users individually in the early stages: Startups should adopt unscalable tactics to recruit users and provide an excellent user experience from the outset. Engaging directly with early users allows for valuable feedback and insights, which can shape the development of the product or service.
  • 3. Strike a balance between scalability and personal touch: While automation and scalability are important for growth, it is essential to maintain a human-centric approach. Founders should invest time and effort in understanding their users' needs and delivering an exceptional experience, even with early, incomplete products.


The evolving landscape of software development offers both challenges and opportunities for developers and entrepreneurs. The rise of AI technology has shifted the value of programming skills, providing a chance to recalibrate and leverage expertise in new ways. AI tools like ChatGPT can enhance productivity and collaboration, but the human touch remains crucial in delivering high-quality software products. Additionally, unscalable tactics play a significant role in the early stages of startups, allowing for the acquisition of a loyal user base. By embracing AI technology and adopting unscalable tactics strategically, developers and entrepreneurs can navigate the changing landscape and thrive in a rapidly evolving industry.

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