Abstract: Application Understanding task aims to help users comprehend an application's capabilities by systematically analyzing its artifacts. Ideally, such summaries should align with how the ...

With the advent of AI, the industry has moved from writing code from scratch to AI-assisted or “vibe” coding, and is now transitioning toward fully agentic engineering ...

A: Intelligent orchestration replaces sequential stages with continuous execution loops. Instead of "code, then test, then ...