The best engineers blur the lines between frontend, backend, and infrastructure. With AI systems, this mindset is essential. LLMs introduce new failure modes. You need structured retries and feedback loops that explain behaviour. Ship fast, own outcomes. sailhouse.dev/blog/enginee...
sailhouse.dev
The Engineering Shift AI Demands
AI changes the development stack but not the mission. Product engineers who blur the lines between frontend, backend, and infrastructure are essential for building resilient AI systems.