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Doruk Tuncel

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#artificial intelligence Preprint Oct 2026

Agent4Spec: An LLM-based Agentic System to Optimize API Specifications through Automated Validation and Market Analysis

Agent4Spec is presented, an autonomous multi-agent framework featuring two distinct pipelines: a validation pipeline that detects and self-corrects OpenAPI syntax errors, and a market analysis pipeline that conducts competitive research, identifies functional gaps against industry leaders, and automatically generates m...

Yong-Jian Tang, C. Moraru, Doruk Tuncel et al. · 0 citations

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