The Shifting Role of the Developer: From Writing Code to Writing Specs

The Shifting Role of the Developer: From Writing Code to Writing Specs

From Karachi Wala Developer by Mashhood Rastgar

April 17, 2026 · 16 min · Season 4 · Episode 6

About this episode

This episode discusses the evolving role of developers in the age of AI, emphasizing the importance of research and planning over mere coding.

Have you ever asked an AI to build something, only to realize it built the exact wrong thing? AI is incredible at generating code, but it lacks human judgment. In this episode, I share the story of building an internal AI coaching bot called "Jugnu." My first attempt failed completely because I relied on the AI's judgment instead of doing the research myself. I quickly learned that the most successful AI developers spend 90% of their time researching, planning, and writing specs before they ever type a prompt. Join me as we explore how the role of the software engineer is merging with the product manager, the death of "un-used software," and the exact frameworks and tools (like NotebookLM and Superpowers) you can use to master AI-assisted development.

People in this episode

Host: Mashhood Rastgar

Topics covered

  • AI development
  • software engineering
  • product management
  • research and planning
  • AI tools
  • development frameworks

Keywords

  • AI
  • software development
  • coding
  • product management
  • Jugnu
  • NotebookLM
  • Superpowers
  • research
  • specifications

Mentioned in this episode

Products: Jugnu, NotebookLM, Superpowers

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