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AI agent usage has nearly doubled, yet developers maintain a strong preference for human oversight. A recent survey reveals single-agent workflows are dominant, driven by concerns for accuracy and security, even as work quality improves. Fintech and media lead adoption, leveraging tools like GitHub Copilot and LangChain under careful monitoring.
As developers, we often grapple with the complexity and resource demands of modern AI/ML workloads. Training and inference, especially for large models, typically require substantial cloud infrastructure or specialized
