Cover Image

A Case Study on AI Engineering Practices: Developing an Autonomous Stock Trading System

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Grote, Marcel, Bogner, Justus
Format:	Preprint
Published:	2023
Subjects:	Software Engineering Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

How Mature is Requirements Engineering for AI-based Systems? A Systematic Mapping Study on Practices, Challenges, and Future Research Directions
by: Habiba, Umm-e-, et al.
Published: (2024)

Balancing Progress and Responsibility: A Synthesis of Sustainability Trade-Offs of AI-Based Systems
by: Kumar, Apoorva Nalini Pradeep, et al.
Published: (2024)

Design Patterns for AI-based Systems: A Multivocal Literature Review and Pattern Repository
by: Heiland, Lukas, et al.
Published: (2023)

Can Requirements Engineering Support Explainable Artificial Intelligence? Towards a User-Centric Approach for Explainability Requirements
by: Umm-e-Habiba, et al.
Published: (2022)

Greening AI-enabled Systems with Software Engineering: A Research Agenda for Environmentally Sustainable AI Practices
by: Cruz, Luís, et al.
Published: (2025)

AI Techniques in the Microservices Life-Cycle: A Systematic Mapping Study
by: Moreschini, Sergio, et al.
Published: (2023)

On the Effectiveness of Microservices Tactics and Patterns to Reduce Energy Consumption: An Experimental Study on Trade-Offs
by: Xiao, Xingwen, et al.
Published: (2025)

An Empirical Study of Agent Developer Practices in AI Agent Frameworks
by: Wang, Yanlin, et al.
Published: (2025)

Analyzing the Evolution and Maintenance of ML Models on Hugging Face
by: Castaño, Joel, et al.
Published: (2023)

Notes On Writing Effective Empirical Software Engineering Papers: An Opinionated Primer
by: Verdecchia, Roberto, et al.
Published: (2025)

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

ACM SIGSOFT SEN Empirical Software Engineering: Introducing Our New Regular Column
by: Bogner, Justus, et al.
Published: (2025)

How Do Model Export Formats Impact the Development of ML-Enabled Systems? A Case Study on Model Integration
by: Parida, Shreyas Kumar, et al.
Published: (2025)

Practical Limits of Autonomous Test Repair: A Multi-Agent Case Study with LLM-Driven Discovery and Self-Correction
by: Lee, Hyukjoo
Published: (2026)

The Human Need for Storytelling: Reflections on Qualitative Software Engineering Research With a Focus Group of Experts
by: Verdecchia, Roberto, et al.
Published: (2025)

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

Engineering AI Judge Systems
by: Lin, Jiahuei, et al.
Published: (2024)

A Low-Code Methodology for Developing AI Kiosks: a Case Study with the DIZEST Platform
by: Moon, SunMin, et al.
Published: (2025)

Generative AI for Testing of Autonomous Driving Systems: A Survey
by: Song, Qunying, et al.
Published: (2025)

A Large-Scale Study on the Development and Issues of Multi-Agent AI Systems
by: Liu, Daniel, et al.
Published: (2026)

Agyn: A Multi-Agent System for Team-Based Autonomous Software Engineering
by: Benkovich, Nikita, et al.
Published: (2026)

Apples, Oranges, and Software Engineering: Study Selection Challenges for Secondary Research on Latent Variables
by: Wyrich, Marvin, et al.
Published: (2024)

On Developers' Self-Declaration of AI-Generated Code: An Analysis of Practices
by: Kashif, Syed Mohammad, et al.
Published: (2025)

Beyond Self-Promotion: How Software Engineering Research Is Discussed on LinkedIn
by: Wyrich, Marvin, et al.
Published: (2024)

GenAI Integration into Engineering Education: A Case Study of an Introductory Undergraduate Engineering Course
by: Kozan, Kadir, et al.
Published: (2026)

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)

Risk Structures: Towards Engineering Risk-aware Autonomous Systems
by: Gleirscher, Mario
Published: (2019)

GenAI for Simulation Model in Model-Based Systems Engineering
by: Zhang, Lin, et al.
Published: (2025)

Cognitive Platform Engineering for Autonomous Cloud Operations
by: Punniyamoorthy, Vinoth, et al.
Published: (2026)

The Cognitive Circuit Breaker: A Systems Engineering Framework for Intrinsic AI Reliability
by: Pan, Jonathan
Published: (2026)

A Gray Literature Study on Fairness Requirements in AI-enabled Software Engineering
by: Nguyen, Thanh, et al.
Published: (2025)

Shift-Up: A Framework for Software Engineering Guardrails in AI-native Software Development -- Initial Findings
by: Lipsanen, Petrus, et al.
Published: (2026)

Skilled AI Agents for Embedded and IoT Systems Development
by: Li, Yiming, et al.
Published: (2026)

To Type or Not to Type? A Systematic Comparison of the Software Quality of JavaScript and TypeScript Applications on GitHub
by: Bogner, Justus, et al.
Published: (2022)

From Code-Centric to Intent-Centric Software Engineering: A Reflexive Thematic Analysis of Generative AI, Agentic Systems, and Engineering Accountability
by: De La Cruz, Elyson
Published: (2026)

On the Effectiveness of Proposed Techniques to Reduce Energy Consumption in RAG Systems: A Controlled Experiment
by: Guo, Zhinuan, et al.
Published: (2026)

Unified Software Engineering Agent as AI Software Engineer
by: Applis, Leonhard, et al.
Published: (2025)

Verification and Validation of Autonomous Systems
by: Shetiya, Sneha Sudhir, et al.
Published: (2024)

Standardizing Knowledge Engineering Practices with a Reference Architecture
by: Allen, Bradley P., et al.
Published: (2024)

How Do Generative Models Draw a Software Engineer? A Case Study on Stable Diffusion Bias
by: Fadahunsi, Tosin, et al.
Published: (2025)