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Handelsblatt: AI Suddenly Gets Expensive

Summary # Handelsblatt examines how the shift by major model providers to usage-based billing turns tokens into a resource that companies must actively manage, much like labor, energy, and capital. The trigger, among others, is GitHub Copilot moving to token-based billing. The article shows how companies are responding to the cost pressure through budgets, model selection, and new platforms.

What Are the Top DevOps Trends in 2022?

A year ago I called DevSecOps, continuous delivery, cloud and AIOps as the trends for 2021. Most of those landed. For 2022 the picture gets more interesting because DevOps is no longer a single wave — different parts of the market are at very different stages of adoption. To make sense of that, I map the 2022 trends onto the technology adoption lifecycle: late majority, early majority and early adopters.