This article introduces a new specification format called "Grounded Code" for AI agents, designed to maintain context and consistency across development sessions. The core of this system is a small markdown file, typically located next to the code, which includes a structured frontmatter and a prose rationale. This spec file serves as the central artifact, defining the feature's purpose, public API, invariants, scope, and verification commands, ensuring the agent remains anchored to the intended functionality. AI
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IMPACT Introduces a structured specification format to improve AI agent reliability and consistency in software development.
RANK_REASON The article describes a novel specification format for AI agents, akin to a research paper detailing a new methodology. [lever_c_demoted from research: ic=1 ai=1.0]