Jason Walker

Senior staff engineer. Self-taught. 27 years building things. Writing about ML, security, software craft, and why coding should be fun.

  • The Staff Engineer’s Apprentice Is the New Junior Dev Stop training to be autocomplete. Start training to see the machine. February 22, 2026
  • DevOps in 15 Minutes: A Crash Course for Engineers Who Build Things You already know code. Let me map infrastructure onto what you know. February 22, 2026
  • Coding Should Be Fun and I'm Done Pretending Otherwise The industry is on fire. That means we get to rebuild it. February 21, 2026
  • Security & Pen Testing in 15 Minutes: A Crash Course for Engineers Who Build Things You already know systems. Let me map security onto what you know. February 14, 2026
  • Why Corporate SDLC Is Broken and What the Workflow Actually Looks Like You already know how to build things. Let me show you why the process keeps stopping you. February 7, 2026
  • Machine Learning in 15 Minutes: A Crash Course for Engineers Who Build Things You already know systems. Let me map ML onto what you know. January 31, 2026

© 2026 Jason Walker. All rights reserved.