Episode Followup – The AI Dev Skills You Need to Future-Proof Your Career

Join us as Brian Hough (CEO & Founder of Tech Stack Playbook, AWS Hero) gets brutally honest about the state of tech hiring and what skills developers actually need to survive – and thrive – in the AI era.

Brian walks through his frontline perspective on why tech layoffs aren’t about skills – they’re about market economics – and what that means for engineers trying to stay relevant. You’ll learn which roles are actually hot right now (ML engineer, AI engineer, cloud architect, full stack dev), why companies want utility players who can build end to end, how to use social media and building in public to get quietly hired, and why the engineers who thrive will be those who can go from vision to deployed system. Brian also covers practical strategies for positioning yourself before the next wave hits, including using roadmaps as a personal curriculum and leveraging AI as a career accelerator rather than a threat.

Timestamps

0:00 Cold Open

0:11 Welcome & Introduction

2:16 Taking Vibe Code to Production-Grade Systems

3:01 Brian’s Update: Dog Feeding & Building Internal Tools

8:05 Mac Maximus: Building on AWS EC2 Mac

9:49 Let’s Get Into the Presentation

  • 10:10 Agenda Overview
  • 11:11 Is Anyone Actually Working Less Because of AI?
  • 12:52 What Happens When You Don’t Understand What You Built
  • 20:10 AWS Root Account Horror Story
  • 23:24 The Skills You Need in 2026
  • 24:09 Tech Scene Overview & Job Posting Divergence
  • 26:19 What Companies Actually Want: Utility Players
  • 28:00 Hot Roles: ML Engineer, AI Engineer, Cloud Architect
  • 32:00 The Layoff Reality: It’s Market Economics, Not Skills
  • 40:49 Now Is the Best Time to Start a Startup
  • 42:31 Roles & Salaries Breakdown
  • 43:55 This Advice Is for Everyone – Not Just Job Seekers
  • 48:01 What’s Getting Replaced vs. What’s Irreplaceable
  • 49:14 How to Become an Irreplaceable Engineer
  • 52:42 Maximum Viable Product
  • 53:02 Building in Public & Social Media Strategy
  • 55:32 Positioning Yourself Before the Next Wave
  • 56:19 Brian’s Closing Thoughts
  • 57:03 AI on Your Resume = Getting Hired Fast
  • 58:12 Using Brian’s 30-Day Plan as a Claude Curriculum
  • 59:55 Platform Engineering Hot Take
  • 1:03:05 Wrap-up & See You in Seattle

How to find Brian:

https://brianhhough.com/techstackplaybook

Links from the show:

https://roadmap.sh/python

https://roadmap.sh/ai-engineer

https://roadmap.sh/machine-learning

https://roadmap.sh/ai-agents