How Software Engineers and Students Use AI to Move Faster than Ever (without breaking things)
3
min read

How Software Engineers and Students Use AI to Move Faster than Ever (without breaking things)

Written by
Vivek Vaidya
Published on
February 18, 2026
October 21, 2025

Table of Contents

Full DevOps.com article here

Key takeaways:

  • Be AI-native: design products and curricula around AI from day one.
  • Guard the reasoning loop while exploiting automation.
  • Agentic tools compress SDLC toil; humans own architecture & judgment.
  • Adaptation > fear: skills shift, opportunity expands.

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