刚刚，OpenAI 和 Gemini 发布了各自的轻量模型：
source language). Grug builds an incremental map-reduce compiler for
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Hey HN - we're Tarush, Sidhant, and Shashij from Cekura (https://www.cekura.ai). We've been running voice agent simulation for 1.5 years, and recently extended the same infrastructure to chat. Teams use Cekura to simulate real user conversations, stress-test prompts and LLM behavior, and catch regressions before they hit production.The core problem: you can't manually QA an AI agent. When you ship a new prompt, swap a model, or add a tool, how do you know the agent still behaves correctly across the thousands of ways users might interact with it?
（五）救助方在救助船舶、其他财产和人命方面的技能和努力；