1
Stop treating LLMs like search engines
别把大语言模型当搜索引擎用，它应是帮你梳理逻辑的可对话编程搭档
I spent the first six months of the AI boom treating ChatGPT and Claude like a better version of Google. I would type in a problem, get a snippet of c…
2
From DevOps to SRE: Making the Transition
从DevOps转向SRE六年，真实分享思维本质差异：从“如何更快交付”到“如何稳定地更快交付”。
I moved from a DevOps title to an SRE title about 6 years ago. On paper, they look similar. In practice, the mindset is different. Here's what actuall…
3
HRBench: Benchmarking and Understanding Thinking-Mode Switch Strategies in Hybrid-Reasoning LLMs
首个系统评估混合推理大模型思维模式切换策略的基准，揭示不同切换策略的优劣
arXiv:2605.28398v1 Announce Type: new Abstract: Hybrid-reasoning large language models (LLMs) expose explicit controls over reasoning effort, allowing…
4
MindLoom: Composing Thought Modes for Frontier-Level Reasoning Data Synthesis
通过组合多种思维模式合成前沿级推理数据，突破传统数据瓶颈，有望显著提升大模型推理能力。
arXiv:2605.21630v1 Announce Type: new Abstract: Although LLMs have made substantial progress in reasoning, systematically producing frontier-level rea…