Latest Research in Software Lifecycle Instrumentation

272 research papers · 0.0 average citations · 2026 median publication year

Top Research Topics in Software Lifecycle Instrumentation

Highest-Cited Papers

  1. Who checks the answer key? Ground-truth defects in eight professional-practice benchmarks
  2. Lumi Liu on Data Visualization, Medical Communication, and the Art of Making Complexity Clear
  3. Finite-Horizon Persistence Under Declared Constraints: Survival Domains and a Canonical Order-Theoretic Representation
  4. Architecture Is Verified, Not Remembered: Implementation Report on an Enterprise Operating System Governed by Deterministic Engines (2 citations)
  5. Lumi Liu on Data Visualization, Medical Communication, and the Art of Making Complexity Clear
  6. AI-Powered Data Quality and Validation Systems for Industrial Operations: A Reference Architecture for Rule-Based and AI-Assisted Exception Management
  7. The Variable Visual Aesthetics of Data Design: Culture, Ornament, and Rhetorical Elasticity
  8. Developing LLM-based Multi-Agent Systems in Software Engineering: A Mixed-Method Experience Report
  9. Structural Silence: When AI Infrastructure Fails Speakers of Underrepresented Languages
  10. The Role Specialization Model (RSM): Coordinating LLM-Based Tools in Agentic Software Development - An Exploratory Case Study
  11. Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs
  12. Objective-oriented quantitative investment: A specification-driven framework for automated synthesis of trading strategy pipelines
  13. Traceability and estimate coverage as corpus-eligibility constraints: a probe of 38 Apache projects
  14. Literate Programming: Donald Knuth, WEB, and Contemporary Workflows
  15. Traceability and estimate coverage as corpus-eligibility constraints: a probe of 38 Apache projects
  16. Influence of Interruptions on the Diagnosis Task Performance
  17. Ordering Value in Evaluation: Methods, Judgment, and Evaluative Practice
  18. GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning
  19. A Study of Cursorrules Files in GitHub Open Source Projects
  20. ChemWorld: Programmable Chemical Worlds for Controlled and Replayable Agent Experimentation

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2026 AUG Q2

Software Lifecycle Instrumentation

272 papers

Top Topics (10)

Software Engineering37
Artificial Intelligence27
Human-Computer Interaction25
Computation and Language24
Software Engineering Research11
Scientific Computing and Data Management7
Information Retrieval6
Topic Modeling6
Data Visualization and Analytics5
Machine Learning5

Top Publications (20)

1.Who checks the answer key? Ground-truth defects in eight professional-practice benchmarks2.Lumi Liu on Data Visualization, Medical Communication, and the Art of Making Complexity Clear3.Finite-Horizon Persistence Under Declared Constraints: Survival Domains and a Canonical Order-Theoretic Representation4.Architecture Is Verified, Not Remembered: Implementation Report on an Enterprise Operating System Governed by Deterministic Engines2c5.Lumi Liu on Data Visualization, Medical Communication, and the Art of Making Complexity Clear6.AI-Powered Data Quality and Validation Systems for Industrial Operations: A Reference Architecture for Rule-Based and AI-Assisted Exception Management7.The Variable Visual Aesthetics of Data Design: Culture, Ornament, and Rhetorical Elasticity8.Developing LLM-based Multi-Agent Systems in Software Engineering: A Mixed-Method Experience Report9.Structural Silence: When AI Infrastructure Fails Speakers of Underrepresented Languages10.The Role Specialization Model (RSM): Coordinating LLM-Based Tools in Agentic Software Development - An Exploratory Case Study11.Quantifying the Relationship Between Clinical Safety and Environmental Impact in Therapeutic LLMs12.Objective-oriented quantitative investment: A specification-driven framework for automated synthesis of trading strategy pipelines13.Traceability and estimate coverage as corpus-eligibility constraints: a probe of 38 Apache projects14.Literate Programming: Donald Knuth, WEB, and Contemporary Workflows15.Traceability and estimate coverage as corpus-eligibility constraints: a probe of 38 Apache projects16.Influence of Interruptions on the Diagnosis Task Performance17.Ordering Value in Evaluation: Methods, Judgment, and Evaluative Practice18.GeoForge: Non-Parametric Self-Evolving Agents for Earth-Observation Reasoning19.A Study of Cursorrules Files in GitHub Open Source Projects20.ChemWorld: Programmable Chemical Worlds for Controlled and Replayable Agent Experimentation

Sub-Regions (6)

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