#3 - Robert Welch - Is AI Making Engineers Worse?

#3 - Robert Welch - Is AI Making Engineers Worse?

From Vibe Coding by Cosmo Scharf

August 8, 2025 · 53 min · Episode 3

About this episode

Robert Welch discusses the impact of AI on engineering skills and the importance of maintaining quality in product development.

Are AI tools making engineers worse—or just exposing who’s coasting? Robert Welch (Chief Innovation Officer at APM Help) shares how his team ships zero-to-one products fast without letting AI erode core skills. We get into the guardrails that keep quality high (tests, CI/CD, enterprise privacy/no data retention), the difference between designing systems vs pasting code, and why AI should augment—not replace—judgment. Plus: protecting yourself from scams, humanoid robots in property ops, and whether AI music can ever rival human craft. Key topics AI’s trade-off: speed vs. skill erosion Guardrails that keep quality: tests, CI/CD, code review, metrics Security & compliance in AI dev Takeaways Augment, don’t abdicate: think first, code second Preserve craft: write tests, run reviews Measure quality, not just speed: defects, rollbacks, coverage Protect data and yourself: approved tooling, least-privilege, verify suspicious requests Links APM Help Follow Robert Connect Discover the latest vibe coding news and resources Subscribe to our newsletter Join our Discord Follow on X

People in this episode

Host: Cosmo Scharf

Guest: Robert Welch

Topics covered

  • AI in engineering
  • quality assurance
  • security in AI development
  • human vs AI creativity
  • engineering skills
  • product development

Keywords

  • AI tools
  • engineering skills
  • quality assurance
  • security
  • product development
  • humanoid robots
  • AI music

Mentioned in this episode

Organizations: APM Help

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