Where AI saves me time and where it slows me down

Artificial intelligence (AI) has significantly accelerated the initial stages of software engineering by providing faster access to context, synthesizing information, and creating first drafts, thus reducing the time traditionally spent on searching and context gathering. At Webflow, AI is integrated not merely as a code generator but as a tool that aids in navigating through real product work with enhanced context and reduced friction. Despite this, AI does not eliminate the complexities of engineering; it shifts the focus from creation to verification, necessitating careful review and judgment to ensure the generated solutions align with the existing architecture and requirements. The ease of starting work with AI can lead to an increase in work-in-progress, requiring disciplined management to ensure efficient coordination and completion. Overall, AI enhances productivity by bridging gaps in understanding and execution, but it still demands human oversight to validate and own the final outcomes, making it an invaluable yet non-magical assistant in the engineering process.

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