Is This Vibecoding? I Built an IoT Platform Demo Without Writing a Line of Code
A client needed a live IoT dashboard with a demo about a week away. I delivered it without writing a line of code - but every architectural decision, security call, and scope cut was mine. Here's why that's not vibecoding.
senior judgmentvibecodingIoTcase study
AI Coach or Fractional Senior Developer? Why Companies Are Getting This Wrong
Companies are hiring full-time AI coaches when what they actually need is fractional senior oversight. Here's why the model is broken and what works better.
AI adoptionAI coachingfractional developerengineering teams