Source: Bytebytego
The economic pressure on engineering teams is velocity, not philosophy. Coinbase, Zscaler, and Salesforce treat AI not as design-to-code automation but as compression of the entire engineering feedback loop—ideation through deployment. These aren't pilot programs. They're embedded in production workflows where AI handles mechanical translation while engineers focus on architecture and problem definition. Teams that integrate AI at every gate, not just code generation, will outpace competitors treating it as a feature rather than infrastructure.