MASAI: Modular Architecture for Software-engineering AI agents - Audio Podcast
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🔬 MASAI: Modular Architecture for Software-engineering AI agents
🧩 Divides complex software engineering problems into sub-problems
🤖 Uses different LLM-powered sub-agents for each sub-problem
🎯 Sub-agents have specific objectives and tuned strategies
💡 Key advantages:
Employs varied problem-solving strategies across sub-agents
Gathers info from scattered repo sources
Avoids long, costly trajectories with unnecessary context
📊 Achieved 28.33% resolution rate on SWE-bench Lite dataset
300 GitHub issues from 11 Python repos
Highest performance among tested methods
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Covering 350+ Python 🐍 Core concepts ( 1300+ pages ) 🚀
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