What does a human plus AI engineering team look like in practice?
In a human plus AI team, people remain accountable for decisions, while AI takes on well defined parts of the work. Developers use AI to draft code and tests, then review and adapt them, just as they would review a colleague’s contribution. Product folks use AI to explore options and summarise research before choosing a direction. Designers use it to create quick visual variations rather than finished assets. The team shares guidelines on which tools are approved, what data can be used, and where human review is always required.
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