Explore/agent app/Continuous Autonomous Refactoring: A Research Roadmap for AI-Driven Code Quality Maintenance
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Xin Sun, Daniel Ståhl, Kristian Sandahl, Christoph Kessler/Continuous Autonomous Refactoring: A Research Roadmap for AI-Driven Code Quality MaintenanceUnknown

This paper proposes a research agenda for using large language models as continuous autonomous agents that monitor, evaluate, and improve software quality over time, moving beyond occasional method-level refactoring to system-level maintenance.

agent app
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AgentHub Score
55 / 100
Composite score from 6 signals. How we score →
Active project
55Score
Growth
40C
Activity
30C
Documentation
70C+
Maturity
45C
Community
42C
Production
58C
GitHub stars · 0 days observed0 not enough history
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Practical assessment
Should you use it?

✓ Best for

  • Research and experimentation
  • Prototype development
  • Learning agentic patterns

◎ Strengths

  • Active community
  • Open source
  • Well-documented API

✕ Not ideal for

  • Untested at scale without validation
  • Teams without AI/ML expertise

⚠ Watch-outs

  • Review changelog before updating
  • Verify license for commercial use
Technical details
What's inside
Language—
License—
Sourcearxiv
Open source✗ No
Commercial use—
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Demo—

AgentHub Score

55
Score 55/100
Below average

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