Serverless CrAIc Ep81 AI - differentiator or commodity?

Send us Fan Mail 🎙 AI: Commodity or Differentiator? | The Value Flywheel in 2026 AI has taken a step change. Over the past few months, adoption has accelerated dramatically — but are organisations applying it with clarity, or just chasing hype? In this episode of The Serverless Edge, we unpack: AI as a commodity vs differentiator Why clarity of purpose matters more than ever The risks of “vibe coding” critical systems Security, blast radius, and agent containment Accelerating your Value Fl...