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Notes on context explosion
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The Spec Growth Engine: Spec-Anchored, Code-Coupled, Drift-Enforced Architecture for AI-Assisted Software Development
The Spec Growth Engine is a proposed framework to address two challenges in AI coding agents: context explosion and silent spec-code drift. It does this by creating a machine-readable spec graph, scoping agent context…
The Spec Growth Engine: Spec-Anchored, Code-Coupled, Drift-Enforced Architecture for AI-Assisted Software Development
The paper presents the Spec Growth Engine, a framework to address the structural failure modes introduced by AI coding agents in software development. These failure modes include context explosion and silent spec-code…
The Spec Growth Engine: Spec-Anchored, Code-Coupled, Drift-Enforced Architecture for AI-Assisted Software Development
The Spec Growth Engine is a new framework that aims to address two issues with AI coding agents: context explosion and silent spec-code drift. It uses a machine-readable spec graph, a Spine context assembler…
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