Question 1

What specific AI systems are developers prioritizing, and how should that influence our product roadmap?

Accepted Answer

This paper surveys 22 AI systems that developers actually want built, providing a data-driven view of market demand beyond hype. For product leaders, it offers concrete prioritization signals—helping you identify which AI capabilities will deliver value to your engineering teams and users, rather than chasing every emerging trend.

Question 2

How does this research connect to building AI tooling products for software engineers?

Accepted Answer

The work directly addresses the gap between AI capabilities and developer needs, making it essential reading if you're building AI-assisted development tools. Understanding what developers want built reveals both market opportunities and the friction points your product should solve.

Question 3

Is this relevant if our product isn't specifically 'AI-first'?

Accepted Answer

Yes—any digital product serving engineering teams should understand how developers view AI integration and tooling. The paper reveals developer expectations around AI systems, which will shape how your product needs to evolve competitively.