Tue Sep 10 17:02:55 UTC 2024: ## Developers Must Adapt to AI or Risk Job Displacement, Warns JFrog CEO

**[City, State] -** JFrog CEO Shlomi Ben Haim issued a stark warning to developers at the company’s swampUP 2024 conference: embrace the rise of generative AI or risk being left behind.

Ben Haim highlighted the growing adoption of AI across industries, citing surveys indicating that it’s a top investment priority for most organizations. This trend, he explained, will lead to a surge in AI-generated code, putting pressure on developers to adapt their skills and workflows.

Furthermore, the convergence of DevSecOps and machine learning operations (MLOps) is inevitable, according to Ben Haim. Data scientists are becoming integrated into DevSecOps teams, requiring the need for consolidated tools and platforms to streamline processes.

JFrog, recognizing this shift, has been actively investing in MLOps, acquiring Qwak AI and integrating its DevSecOps platform with NVIDIA’s NIM microservices. This integration creates a single source of truth for DevSecOps teams, enhancing productivity and ensuring seamless deployment of AI models alongside traditional software artifacts.

As AI models become increasingly prevalent in applications, the challenge for developers lies in automating the workflows surrounding their deployment. The sheer volume of AI models being developed and deployed will demand efficient and standardized processes.

Ben Haim emphasized the importance of leveraging retrieval augmented generation (RAG) techniques and incorporating the use of up-to-date data for training AI models. This continuous evolution will require adaptable workflows and the ability to manage large-scale deployments.

The message is clear: developers who fail to adapt to the growing integration of AI will face a competitive disadvantage. By embracing new tools, streamlining workflows, and mastering the integration of AI models into existing processes, developers can position themselves at the forefront of the AI revolution and secure their future in the ever-evolving technology landscape.

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