Cover Image

LLM-Powered Workflow Optimization for Multidisciplinary Software Development: An Automotive Industry Case Study

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Shuai, Yu, Yinan, Barr, Earl, Parthasarathy, Dhasarathy
Format:	Preprint
Published:	2026
Subjects:	Software Engineering Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Polymer: Development Workflows as Software
by: Parthasarathy, Dhasarathy, et al.
Published: (2025)

Automating a Complete Software Test Process Using LLMs: An Automotive Case Study
by: Wang, Shuai, et al.
Published: (2025)

GateLens: A Reasoning-Enhanced LLM Agent for Automotive Software Release Analytics
by: Khoee, Arsham Gholamzadeh, et al.
Published: (2025)

DomAgent: Leveraging Knowledge Graphs and Case-Based Reasoning for Domain-Specific Code Generation
by: Wang, Shuai, et al.
Published: (2026)

GoNoGo: An Efficient LLM-based Multi-Agent System for Streamlining Automotive Software Release Decision-Making
by: Khoee, Arsham Gholamzadeh, et al.
Published: (2024)

The Semi-Executable Stack: Agentic Software Engineering and the Expanding Scope of SE
by: Feldt, Robert, et al.
Published: (2026)

Multi-modal Summarization in Model-Based Engineering: Automotive Software Development Case Study
by: Petrovic, Nenad, et al.
Published: (2025)

Hallucination in LLM-Based Code Generation: An Automotive Case Study
by: Pavel, Marc, et al.
Published: (2025)

GenAI for Automotive Software Development: From Requirements to Wheels
by: Petrovic, Nenad, et al.
Published: (2025)

Towards Specification-Driven LLM-Based Generation of Embedded Automotive Software
by: Patil, Minal Suresh, et al.
Published: (2024)

Querying Large Automotive Software Models: Agentic vs. Direct LLM Approaches
by: Mazur, Lukasz, et al.
Published: (2025)

Survey of GenAI for Automotive Software Development: From Requirements to Executable Code
by: Petrovic, Nenad, et al.
Published: (2025)

Generating Automotive Code: Large Language Models for Software Development and Verification in Safety-Critical Systems
by: Kirchner, Sven, et al.
Published: (2025)

A Process Mining-Based System For The Analysis and Prediction of Software Development Workflows
by: Dorado, Antía, et al.
Published: (2025)

An LLM Agentic Approach for Legal-Critical Software: A Case Study for Tax Prep Software
by: Gogani-Khiabani, Sina, et al.
Published: (2025)

LLM-based Iterative Approach to Metamodeling in Automotive
by: Petrovic, Nenad, et al.
Published: (2025)

ModiGen: A Large Language Model-Based Workflow for Multi-Task Modelica Code Generation
by: Xiang, Jiahui, et al.
Published: (2025)

LLM-Based Approach for Enhancing Maintainability of Automotive Architectures
by: Petrovic, Nenad, et al.
Published: (2025)

LLM-Empowered Functional Safety and Security by Design in Automotive Systems
by: Petrovic, Nenad, et al.
Published: (2026)

The Future of Software Testing: AI-Powered Test Case Generation and Validation
by: Baqar, Mohammad, et al.
Published: (2024)

How Robustly do LLMs Understand Execution Semantics?
by: Spiess, Claudio, et al.
Published: (2026)

Every Software as an Agent: Blueprint and Case Study
by: Xu, Mengwei
Published: (2025)

Toward Reliable Design of LLM-Enabled Agentic Workflows: Optimizing Latency-Reliability-Cost Tradeoffs
by: Yang, Ya-Ting, et al.
Published: (2026)

Towards Green AI: Decoding the Energy of LLM Inference in Software Development
by: Solovyeva, Lola, et al.
Published: (2026)

Engineering AI Agents for Clinical Workflows: A Case Study in Architecture,MLOps, and Governance
by: Lopes, Cláudio Lúcio do Val, et al.
Published: (2026)

Software Performance Engineering for Foundation Model-Powered Software
by: Zhang, Haoxiang, et al.
Published: (2024)

DocSync: Agentic Documentation Maintenance via Critic-Guided Reflexion
by: Badrinarayan, Sidhesh, et al.
Published: (2026)

A Declarative Language for Building And Orchestrating LLM-Powered Agent Workflows
by: Daunis, Ivan
Published: (2025)

Feedback Loops and Code Perturbations in LLM-based Software Engineering: A Case Study on a C-to-Rust Translation System
by: Weiss, Martin, et al.
Published: (2025)

EvoDev: An Iterative Feature-Driven Framework for End-to-End Software Development with LLM-based Agents
by: Liu, Junwei, et al.
Published: (2025)

Reflections on the Reproducibility of Commercial LLM Performance in Empirical Software Engineering Studies
by: Angermeir, Florian, et al.
Published: (2025)

LiveFMBench: Unveiling the Power and Limits of Agentic Workflows in Specification Generation
by: Xu, Dong, et al.
Published: (2026)

An Empirical Study of Proactive Coding Assistants in Real-World Software Development
by: Li, Lehui, et al.
Published: (2026)

Can LLMs Replace Human Evaluators? An Empirical Study of LLM-as-a-Judge in Software Engineering
by: Wang, Ruiqi, et al.
Published: (2025)

Algorithmic algorithm development with LLMs: A Case Study on LLM-Usage for Contraction Order Optimization in Tensor Networks
by: Hoppe, Fabian, et al.
Published: (2026)

OrcaLoca: An LLM Agent Framework for Software Issue Localization
by: Yu, Zhongming, et al.
Published: (2025)

FlowMind: Execute-Summarize for Structured Workflow Generation from LLM Reasoning
by: Liu, Yihao, et al.
Published: (2026)

QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks
by: Hu, Yaojie, et al.
Published: (2025)

Scalable and Efficient Large-Scale Log Analysis with LLMs: An IT Software Support Case Study
by: Gupta, Pranjal, et al.
Published: (2025)

AppForge: From Assistant to Independent Developer -- Are GPTs Ready for Software Development?
by: Ran, Dezhi, et al.
Published: (2025)