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New SpecMine Corpus Tracks AI-Driven Software Development Artifacts

By PulseAugur Editorial · [1 sources] ·

A new corpus named SpecMine has been released, cataloging artifacts from Spec-Driven Development (SDD) practices. This corpus includes over 470,000 files from more than 73,000 GitHub repositories, with a specific focus on tools like GitHub Spec Kit, OpenSpec, and AWS Kiro. SpecMine also details pull requests and references between specifications and code, offering researchers a large-scale dataset to study software development in the era of AI coding agents. AI

IMPACT Provides a foundational dataset for studying the evolving landscape of AI-assisted software engineering.

RANK_REASON The item is an academic paper detailing a new corpus for studying AI-driven software development. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

New SpecMine Corpus Tracks AI-Driven Software Development Artifacts

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The item is an academic paper detailing a new corpus for studying AI-driven software development. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Shyam Agarwal, Anmol Singhal, Travis Breaux, Bogdan Vasilescu ·

    SpecMine: A Large-Scale Corpus of Spec-Driven Development Artifacts

    arXiv:2608.25202v3 Announce Type: replace-cross Abstract: Spec-Driven Development (SDD) is a fast-emerging practice in which a structured natural-language specification, written by a developer, or (more often) drafted by an AI tool and then curated by the developer, drives an AI …

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