1
问世以来最大更新：MCP 2026-07-28 规范发布，转向“无状态”核心
IT之家 7 月 29 日消息，Anthropic 昨日（7 月 28 日）发布公告，宣布推出第 5 版模型上下文协议（MCP）规范， 官方将本次更新定性为该协议问世以来规模最大、最系统性的一次颠覆式修订。 IT之家注：MCP（Model Context Protocol，模型上下文协议）是由 An…
2
Connection-Agnostic Presence Tracking for Stateless Distributed Back Ends
解决分布式后端设备在线状态跟踪的粘性问题，避免重连误判，提出无状态、连接无关的方案。
i was facing problem of tracking online presence of devices across processes. reconnection shouldn't mark them as offline and then online again. and o…
3
I built a free, stateless naming system to replace DNS
免费无状态的命名系统，替代DNS无需租用或Gas费，秒级注册域名。
Right now, owning a piece of the internet is a privilege. If you want a traditional DNS domain, you have to rent it from giant central corporations. I…
4
Show HN: LLMhop – A tiny, stateless router for LLMs with a NixOS module
轻量级无状态HTTP路由器，通过model字段自动转发到对应LLM推理后端，附带NixOS模块，简洁高效
LLMhop is a tiny stateless proxy for LLM inference servers. It tackles an issue I faced when trying to serve more than one local LLM at once which is …
5
The Hidden Cost of Stateless AI APIs
AI API无状态特性导致上下文重复消耗Token，实际成本远超预期，第10次调用成本竟高达46倍。
If you're building anything conversational with an AI API — a chatbot, an agent, a multi-turn assistant — there's a cost hiding in plain sight that mo…
6
Session Amnesia: The Hidden Cost of Stateless AI Coding Assistants
揭秘无状态AI编程助手的“会话失忆”问题，帮你避免效率陷阱。
Article URL: https://www.aisterna.com/post/session-amnesia-the-hidden-cost-of-stateless-ai-coding-assistants Comments URL: https://news.ycombinator.co…