Semantic – Reducing LLM “Agent Loops” by 27.78% via AST Logi / 语义–通过AST逻辑图将LLM “代理循环”减少27.78%

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📰 2026-03-31 12:31 更新

🔸 Semantic – Reducing LLM “Agent Loops” by 27.78% via AST Logic Graphs / 语义–通过AST逻辑图将LLM “代理循环”减少27.78%

🔗 Semantic – Reducing LLM “Agent Loops” by 27.78% via AST Logic Graphs
🔥 12 points

原文:
Semantic Agent Cognitive Layer (MVP) Local Rust service for deterministic code retrieval by symbol, span, and logic graph. IDE Semantic-First Integration Use the semantic-first integration guide for RooCode/KiloCode/Codex/Claude wiring, middleware policy controls, and end-to-end flow diagrams: docs/IDE_SEMANTIC_FIRST.md

译文:
语义代理认知层（ MVP ）本地Rust服务，用于通过符号、跨度和逻辑图进行确定性代码检索。IDE语义优先集成使用RooCode/KiloCode/Codex/Claude布线、中间件策略控制和端到端流程图的语义优先集成指南： docs/IDE_SEMANTIC_FIRST.md

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