Chen Goldberg (CoreWeave) on the AI loop, Forge and infrastructure for agents

The rapid acceleration of agentic AI necessitates a shift in engineering focus from manual coding to managing complex, always-on systems. CoreWeave’s newly launched Forge platform addresses this by unifying training, inference, and observability into a single, purpose-built workflow, effectively removing the friction of stitching disparate services together. While the pace of model and hardware innovation creates an identity crisis for engineers, value now lies in deep domain expertise and the ability to build reliable, secure, and scalable AI systems. Avoiding industry fragmentation—similar to the standards established by the Kubernetes ecosystem—remains critical for long-term sustainability. Ultimately, AI is moving beyond a purely technological shift, enabling practical, transformative solutions for long-standing challenges in manufacturing, health, and education, driven by a growing demand for accessible, secure, and efficient AI tools.