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Jamila Howard

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#large language models Open access Oct 2026

Specification-First Design of a Multi-Agent Short-Form Video Production Pipeline: Typed Stage Contracts, Offline Contract Validation, and an Audit of Evaluation Gaps

Producing short-form vertical video well takes many coordinated roles. This report describes the Agentic Reel Studio (ARS), a specification-first design for a pipeline of large language model (LLM) agents covering that chain, from strategy through editing, sound, motion graphics, and quality control. Each agent owns on...

Jamila Howard · 0 citations

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