Build First. Understand What You Build. Then Use AI to Build Faster.

AI coding tools like Copilot, Claude, and Cursor enable rapid code generation, yet a gap exists between producing code and ensuring its quality. While agentic software factories aim to optimize the entire development life cycle to prevent bottlenecks in testing and deployment, technical challenges persist. For instance, developers moving from Termux and proot-distro to Android's Virtualization Framework (AVF) reported significant speed improvements for Claude Code and Flutter builds by eliminating syscall translation overhead.