Cover Image

From Domain Understanding to Design Readiness: a playbook for GenAI-supported learning in Software Engineering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Wlodarski, Rafal
Format:	Preprint
Published:	2026
Subjects:	Software Engineering Artificial Intelligence K.3.2; D.2.10; I.2.6
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multimodal Generative AI for Story Point Estimation in Software Development
by: Islam, Mohammad Rubyet, et al.
Published: (2025)

Coding With AI: From a Reflection on Industrial Practices to Future Computer Science and Software Engineering Education
by: Chang, Hung-Fu, et al.
Published: (2025)

Understanding and Detecting Flaky Builds in GitHub Actions
by: Ge, Wenhao, et al.
Published: (2026)

Design Patterns for Multilevel Modeling and Simulation
by: Serena, Luca, et al.
Published: (2024)

AI Observability for Developer Productivity Tools: Bridging Cost Awareness and Code Quality
by: Bhati, Happy, et al.
Published: (2026)

AI-assisted JSON Schema Creation and Mapping
by: Neubauer, Felix, et al.
Published: (2025)

AI-Assisted Engineering Should Track the Epistemic Status and Temporal Validity of Architectural Decisions
by: Gilda, Sankalp, et al.
Published: (2026)

Software Defined Vehicle Code Generation: A Few-Shot Prompting Approach
by: Nguyen, Quang-Dung, et al.
Published: (2025)

Automated Bug Triaging using Instruction-Tuned Large Language Models
by: Kiashemshaki, Kiana, et al.
Published: (2025)

LLMCup: Ranking-Enhanced Comment Updating with LLMs
by: Ge, Hua, et al.
Published: (2025)

Model Generation with LLMs: From Requirements to UML Sequence Diagrams
by: Ferrari, Alessio, et al.
Published: (2024)

AIRA: AI-Induced Risk Audit: A Structured Inspection Framework for AI-Generated Code
by: Parris, William M.
Published: (2026)

Selecting Cybersecurity Requirements: Effects of LLM Use and Professional Software Development Experience
by: Fujs, Damjan, et al.
Published: (2025)

CIDR: A Large-Scale Industrial Source Code Dataset for Software Engineering Research
by: Savenkov, Vladislav
Published: (2026)

Generative AI and the Transformation of Software Development Practices
by: Acharya, Vivek
Published: (2025)

PARNESS: A Paper Harness for End-to-End Automated Scientific Research with Dynamic Workflows, Full-Text Indexing, and Cross-Run Knowledge Accumulation
by: Wang, Yuchen, et al.
Published: (2026)

Emergent Formal Verification: How an Autonomous AI Ecosystem Independently Discovered SMT-Based Safety Across Six Domains
by: Untila, Octavian
Published: (2026)

Design Spaces and How Software Designers Use Them: a sampler
by: Shaw, Mary, et al.
Published: (2024)

MFH: A Multi-faceted Heuristic Algorithm Selection Approach for Software Verification
by: Su, Jie, et al.
Published: (2025)

GazePrinter: Visualizing Expert Gaze to Guide Novices in a New Codebase
by: Kuang, Peng, et al.
Published: (2026)

On the Mistaken Assumption of Interchangeable Deep Reinforcement Learning Implementations
by: Hundal, Rajdeep Singh, et al.
Published: (2025)

Provable Fairness Repair for Deep Neural Networks
by: Ma, Jianan, et al.
Published: (2026)

Towards Explainable Test Case Prioritisation with Learning-to-Rank Models
by: Ramírez, Aurora, et al.
Published: (2024)

A comparison of Single- and Double-generator formalisms for Thermodynamics-Informed Neural Networks
by: Urdeitx, Pau, et al.
Published: (2024)

The Single-File Test: A Longitudinal Public-Interface Evaluation of First-Output LLM Web Generation with Social Reach Tracking
by: Palacios, Diego Cabezas
Published: (2026)

AuditRepairBench: A Paired-Execution Trace Corpus for Evaluator-Channel Ranking Instability in Agent Repair
by: Hu, Yuelin, et al.
Published: (2026)

Can Graph-Based Microservice Performance Detection Be Used for Microservice Intrusion Detection?
by: Ma, Yunjian
Published: (2026)

SALLIE: Safeguarding Against Latent Language & Image Exploits
by: Azov, Guy, et al.
Published: (2026)

Mining Subscenario Refactoring Opportunities in Behaviour-Driven Software Test Suites: ML Classifiers and LLM-Judge Baselines
by: Mughal, Ali Hassaan, et al.
Published: (2026)

Multi-class real-time crash risk forecasting using convolutional neural network: Istanbul case study
by: Alafi, Behnaz, et al.
Published: (2024)

CodeTracer: Towards Traceable Agent States
by: Li, Han, et al.
Published: (2026)

Myriad People Open Source Software for New Media Arts
by: Baudry, Benoit, et al.
Published: (2025)

Streamlining Security Vulnerability Triage with Large Language Models
by: Torkamani, Mohammad Jalili, et al.
Published: (2025)

Workstream: A Local-First Developer Command Center for the AI-Augmented Engineering Workflow
by: Bhati, Happy
Published: (2026)

LLM Agents for Generating Microservice-based Applications: how complex is your specification?
by: Yellin, Daniel M.
Published: (2025)

Using Educational Comics in Physics Teaching for Chemistry and Biochemistry Students: Impact on Motivation and Domain-Specific Conceptual Gains
by: Echiburu, Mauricio, et al.
Published: (2026)

A Roadmap for Multilingual, Multimodal Domain Independent Deception Detection
by: Boumber, Dainis, et al.
Published: (2024)

AGOP as Explanation: From Feature Learning to Per-Sample Attribution in Image Classifiers
by: Katakam, Raj Kiran Gupta
Published: (2026)

Provable Repair of Deep Neural Network Defects by Preimage Synthesis and Property Refinement
by: Ma, Jianan, et al.
Published: (2025)

A Self-Improving Architecture for Dynamic Safety in Large Language Models
by: Slater, Tyler
Published: (2025)