How AI Coding Agents Are Changing Software Engineering

How AI Coding Agents Are Changing Software Engineering

From The Tech Trek by Elevano

April 13, 2026 · 23 min · Episode 652

About this episode

This episode discusses the shift in software engineering from coding to orchestrating AI agents.

What happens when software engineers stop thinking like coders and start thinking like orchestrators? In this episode, Amir sits down with Scott Gale, CTO and Founder of Fluency, to unpack one of the biggest shifts happening in engineering right now: the move from writing code by hand to directing AI agents with context, judgment, and intent. Scott shares how his team is already using coding agents in production, what that means for hiring and team design, and why the engineers who adapt fastest will be the ones who gain leverage, not lose relevance. This conversation gets into the real change beneath the AI hype. Not just better tools, but a different shape of engineering work. Less manual syntax, more planning, auditing, collaboration, and system level thinking. Key Takeaways • The value of an engineer is shifting away from typing code and toward directing intent clearly • Teams that give AI better context can get dramatically better output from coding agents • Engineers do not need to become people managers, but they do need to learn how to manage agent driven work • Hiring is starting to favor people who can collaborate, learn the product, and work effectively with AI •…

People in this episode

Host: Amir

Guest: Scott Gale

Topics covered

  • AI coding agents
  • software engineering
  • orchestrating work
  • team design
  • hiring trends
  • engineering work transformation

Keywords

  • AI
  • software engineering
  • coding agents
  • team collaboration
  • hiring
  • engineering work
  • product management

Mentioned in this episode

Organizations: Fluency

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