Software Engineering 3.0 Era

Mar 19, 2026 · R&D Management

Unveiling IDAKE: The Intent‑Driven, Adversarial Knowledge‑Evolving Architecture for Software Engineering 3.0

The article introduces IDAKE, a three‑layer, five‑step methodology that combines intent‑driven testing, specification‑driven contracts, multi‑agent collaboration, knowledge‑graph guidance, and complex‑adaptive system theory to address the imbalance between unconstrained AI coding and over‑specification in modern software engineering.