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  • Guangdong University of Finance and Economics
  • Guangzhou, China
  • 12:30 (UTC +08:00)

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shinefuer/README.md

Wu Manruo — 高性能 × 成本效率的 Coding Agent 框架

coding agent runtime cost efficiency offline-first

研究旅程：frugent

CI Release commits tests

技术栈

Python NumPy PyTorch pytest ruff GitHub Actions

活动

contribution snake

当前关注

  • 前缀感知缓存路由的经济学：命中率、TTL 与驱逐策略在合成迹上的近优性边界。
  • 级联质量门的校准：置信度阈值、验证器成本与 DP 最优梯度的差距收敛。
  • 成本归因方法学：span 守恒性质、缓存节省与批处理折扣的逐任务分解。

Pinned Loading

  1. frugent frugent Public

    Cost-efficient coding-agent runtime: prefix-aware prompt-cache routing, poisoning-safe semantic cache, budgeted context compression, request batching/dedup, cascading model routing with DP-optimal …

    Python 37 237

  2. hanzohanzhe/Grandet hanzohanzhe/Grandet Public

    Find the cheapest API for any model and connect it from your AI agent: Grandet Skill and an anonymous MCP server, backed by listed prices from 1,800+ official, inference and relay providers on gran…

    JavaScript 1.2k 129