Ship to Production Without Code Review? with Jade Rubick

Ship to Production Without Code Review? with Jade Rubick

From Hangar DX Podcast by Ankit Jain

May 21, 2026 · 32 min · Episode 51

About this episode

Ankit Jain discusses the evolving roles in engineering and the future of software verification with Jade Rubick.

"Engineering teams need to be thinking about how they can get out of verifying every line of code, because otherwise they're going to be completely buried in that and will absolutely be the bottleneck." In this episode of the HangarDX podcast, Ankit Jain, co-founder and CEO of Aviator, talks to Jade Rubick, engineering leadership advisor and coach, about: - Why traditional engineering roles are blurring and teams are feeling the squeeze between rising expectations and unchanged role definitions - How the role of verification engineer could reshape the way teams build and ship software, and - the 3 predictions for software engineering in 2027 that Jade is willing to be wrong about 00:00 Introduction and Jade's Background 02:44 Current Changes in Engineering Organization Structures 05:18 Blurring Roles and Responsibilities in Tech Teams 07:09 The Return of Coding for Engineering Leaders 10:00 Ownership and Role Evolution in AI-Driven Engineering 14:22 Automated Verification Engineers and Testing Pipelines 20:09 Reducing Verification Bottlenecks with AI 22:23 The Role and Responsibilities of Verification Engineers 25:52 Measuring Engineering Productivity in the AI Era 27:26…

People in this episode

Host: Ankit Jain

Guest: Jade Rubick

Topics covered

  • engineering roles
  • software verification
  • AI in engineering
  • team dynamics
  • future of software engineering

Keywords

  • code review
  • engineering productivity
  • verification engineer
  • AI-driven engineering
  • software development

Mentioned in this episode

Organizations: Aviator

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