Multi-Agent Autonomous Coding System

Author(s)	Muhammad Saadullah, Abdul Hai, Irshad Ahmad Kumar, Dr. ch Ramesh Babu, Ms. N. Musrat Sultana, Mr. G Nagi Reddy
Country	India
Abstract	AutoDev is a multi-agent autonomous coding system designed to transform natural language prompts into executable software projects through a structured workflow. Instead of stopping at code generation, the system continues through prompt refinement, specification extraction, planning, execution, error handling, and review. A browser-based interface is paired with a FastAPI backend and a LangGraph-based workflow engine so that the complete development lifecycle can be observed and controlled in one place. The design also includes session management, persistent state, and Retrieval-Augmented Generation support so that previous context can be reused during refinement.
Keywords	Multi-agent systems, Code generation, Large language models, Autonomous software engineering, Workflow systems, Program synthesis
Field	Computer > Artificial Intelligence / Simulation / Virtual Reality
Published In	Volume 8, Issue 3, May-June 2026
Published On	2026-05-19

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International Journal For Multidisciplinary Research