DevOps Articles

The agentic paradox and the case for hybrid AI

It’s no secret – the tech industry is rapidly adopting agentic software development to convert business processes into fully autonomous, agentic workflows. While the power of these tools is undeniable, the current consumption models present a challenge. Most of these solutions are delivered leveraging a model-as-a-service approach that’s poised to trigger an AI version of the cloud paradox: The agentic paradox.The paradox is simple. The fastest path to increase the velocity of your business processes is to use powerful frontier models. However, as adoption scales, this strategy becomes u