Author

H. Grabowski

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#artificial intelligence Jun 2026

The Spec Growth Engine: Spec-Anchored, Code-Coupled, Drift-Enforced Architecture for AI-Assisted Software Development

The Spec Growth Engine is presented, a lightweight framework that addresses both failure modes through a machine-readable spec graph whose nodes carry explicit contract/design separation, a Spine context assembler that scopes agent context to an ownership path, a vertical-slice growth protocol that enforces hardest-fir...

H. Grabowski · arXiv.org · 2 citations

#software testing Review Oct 2026

Implementing the Spec Growth Engine: Preventing Spec-Code Divergence, and Growing the Spec with Agents

The Spec Growth Engine anchors AI-assisted software development in a graph of specifications that the code is coupled to. This paper describes its implementation, which serves two tasks and keeps them apart as two layers. The first layer prevents spec-code divergence: a deterministic engine validates the spec graph, co...

H. Grabowski · 0 citations