AI-assisted engineering requires specific conditions for reliable delivery. Enterprises need to focus on encoded intent, persistent context, structured output, and retained organizational knowledge to overcome rework and integration issues. Moving beyond isolated prompting to invest in reusable assets is crucial for sustainable, cost-effective AI delivery at scale.
Opening Kapyn…