Are You Even Using The Right AI Tools? - [Dev]olution Podcast
Wednesday, 18 February 2026 by Caleb Washburn
I recently had the pleasure of joining Nicky Pike on the [Dev]olution podcast to talk about something that’s been on my mind for a while: are teams actually using the right tools, or just chasing the latest trends?
We covered a lot of ground in this conversation, from the realities of Kubernetes in the enterprise to why so many companies are getting burned by their cloud strategies. Here are some of the key topics we dug into:
Kubernetes Is Not Always the Answer
Kubernetes has become the default choice for container orchestration, but it’s not the right fit for every organization. We talked about the real limitations enterprises face when adopting Kubernetes and why it’s critical to evaluate whether the complexity is justified for your use case.
Cloud Costs Are Out of Control
Many organizations moved to the cloud expecting to save money, only to find their bills spiraling. We discussed common cloud strategy pitfalls, why overspending is so prevalent, and the growing trend of cloud repatriation as companies look for better ways to manage infrastructure costs.
AI Needs a Reality Check
AI is everywhere right now, and so is the hype. We talked honestly about what AI can and can’t do today, and why responsible scaling matters more than rushing to adopt every new tool that comes along. The key is aligning your AI investments with actual business problems, not just adopting technology because everyone else is.
Choose Technology That Solves Real Problems
The thread running through our whole conversation was this: technology decisions should be driven by the problems you’re solving, not by what’s trending on Hacker News. Whether it’s your infrastructure stack, your cloud strategy, or your AI tooling, the right choice is the one that aligns with your business objectives.
You can listen to the full episode on Apple Podcasts, YouTube, or wherever you get your podcasts. I’d love to hear what you think, feel free to reach out if any of these topics resonate with your team.