AI is reshaping software development, from AI-native applications to AI-enhanced developer tools. Understanding these trends helps you build better software and use the right tools.
AI Software Trends
AI-Native Applications
A new category of software built with AI at the core, not bolted on. These applications couldn’t exist without AI — from Cursor’s AI-first code editor to Notion’s AI-integrated workspace.
AI-Assisted Development
AI code assistants are becoming standard developer tools, like IDEs and version control. Copilot, Cursor, and Claude Code are changing how software is written, reviewed, and deployed.
AI Infrastructure
The tools and platforms for building AI applications are maturing rapidly. Vector databases, AI gateways, model hosting, and evaluation frameworks are becoming production-ready.
For coding tools, see AI Coding Tools.