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刚刚,MCP协议迎来“史上最大更新”:State彻底消失,Claude率先适配支持

MCP协议迎来自诞生以来最大规模的规范升级——2026-07-28版本正式发布,核心架构从有状态转为无状态,砍掉握手与会话机制,引入多轮往返请求(MRTR)、请求头路由、可缓存列表结果;MCP Apps、Tasks、企业级鉴权(EMA)正式纳入扩展框架;鉴权体系全面对齐OAuth 2.0/OIDC生产标准。Claude率先宣布跟进适配,目前MCP连接器目录已收录950+服务,SDK月下载量突破4亿。

刚刚,MCP协议迎来“史上最大更新”:State彻底消失,Claude率先适配支持

Tony Bai
Tony Bai · 2026-07-29T22:00:00Z
The State of CI/CD 2026 Survey Is Now Open

CI/CD is changing rapidly. Or is it?.. AI-assisted development is increasing the volume of code being written, software systems are becoming more distributed, and engineering teams are...

The State of CI/CD 2026 Survey Is Now Open

The JetBrains Blog
The JetBrains Blog · 2026-07-28T10:12:25Z
5 Architectural Patterns for Persistent Memory and State in AI Agents

Memory & State For AI Agents Building an AI agent can be tricky. Keeping it on track over a six-month deployment is incredibly hard. LLMs...

5 Architectural Patterns for Persistent Memory and State in AI Agents

MachineLearningMastery.com
MachineLearningMastery.com · 2026-07-27T12:00:46Z

TanStack Table V9 is a beta release of a headless UI library for creating tables in various JavaScript frameworks. It features improved state management, memory usage, and extensibility. The...

TanStack Table V9 Beta: Tree-Shakable Features, TanStack Store State, and Lower Memory Usage

InfoQ
InfoQ · 2026-07-27T05:45:00Z
The Current State of Agentic AI

In this article, you will learn how agentic AI architecture has evolved by mid-2026, including the shift away from orchestrated reasoning loops, the rise of...

The Current State of Agentic AI

MachineLearningMastery.com
MachineLearningMastery.com · 2026-07-21T12:33:09Z
Configure where run state lives in Vercel Workflows

Vercel Workflows now keeps each run's state, queue dispatch, and output streams in a single home region: the region where the run starts by default, or any target region you choose.A run keeps its...

Configure where run state lives in Vercel Workflows

Vercel News
Vercel News · 2026-07-20T00:00:00Z

本文探讨了Elasticsearch 8.x中的索引、主分片、副本及其与Lucene的关系,强调了分片数对集群状态更新的影响,主分片和副本的读写机制,以及通过哈希路由优化数据分布的重要性,最后讨论了分片规划的重要性,以避免过多分片导致的性能问题。

【全文检索引擎】Index · Shard · Replica:路由与 cluster state

土法炼钢兴趣小组的博客
土法炼钢兴趣小组的博客 · 2026-07-15T00:00:00Z

Open source AI has crossed a threshold. For years the debate has centered around whether open models could ever compete with closed ones. This is no longer a debate we should be having. Today...

Mozilla’s Inaugural ‘State of Open Source AI’ Report Is Here

The Mozilla Blog
The Mozilla Blog · 2026-07-14T12:00:00Z

本文讨论了Flink中RocksDB状态后端的工作机制,包括状态存储、增量检查点和读写路径。RocksDB通过将状态序列化为字节数组存储在本地磁盘,支持增量检查点,从而优化状态管理。文章分析了RocksDB的Column Family与KeyGroup的映射,以及如何通过增量检查点减少I/O开销,并提供了可复现实验步骤以验证相关机制。

【流式数据处理】RocksDB State Backend 内核路径

土法炼钢兴趣小组的博客
土法炼钢兴趣小组的博客 · 2026-07-01T00:00:00Z

本文讨论了Flink中的Keyed State及其管理,介绍了五种状态类型(ValueState、ListState、MapState、ReducingState、AggregatingState)的适用场景和特点。同时分析了HashMapStateBackend与EmbeddedRocksDBStateBackend的优缺点,以及状态的TTL配置和清理策略。最后,提供了状态大小估算的方法,指出滑动窗口和无限MapState可能导致的状态膨胀问题。

【流式数据处理】键控状态与 State TTL

土法炼钢兴趣小组的博客
土法炼钢兴趣小组的博客 · 2026-07-01T00:00:00Z

North American grocery is opening new battlegrounds—and the game is getting more sophisticated, with winners building hard-to-copy models they can own.

The State of Grocery North America 2026

McKinsey Insights & Publications
McKinsey Insights & Publications · 2026-06-17T00:00:00Z

在State of Unreal 2026上,我们分享了虚幻引擎6的愿景,发布了虚幻引擎5.8,推出了开源的下一代版本控制系统Lore,见证了UEFN日益壮大的开发者生态系统,同时预览了Epic游戏商城即将推出的改进。点此了解详情。

<p>State of Unreal 2026:要闻集锦</p>

Unreal Engine
Unreal Engine · 2026-06-17T00:00:00Z
2026年6月PlayStation State of Play:所有新闻和预告片

索尼将在2026年6月2日的State of Play活动中发布超过60分钟的更新和游戏预告,重点展示《金刚狼》。此次活动对PlayStation品牌至关重要,尤其是在PS5价格上涨和在线服务游戏表现不佳的背景下。

2026年6月PlayStation State of Play:所有新闻和预告片

The Verge
The Verge · 2026-06-02T20:40:00Z

By Nipun Kumar, Rajat Shah, Peter ChngIntroductionThis is the first blog post in a multi-part series that shares technical insights into how our ML model serving infrastructure powers several...

State of Routing in Model Serving

Netflix TechBlog
Netflix TechBlog · 2026-05-01T21:03:13Z

By Nipun Kumar, Rajat Shah, Peter ChngIntroductionThis is the first blog post in a multi-part series that shares technical insights into how our ML model serving infrastructure powers several...

State of Routing in Model Serving

Netflix TechBlog
Netflix TechBlog · 2026-05-01T21:03:13Z

pg_plan_advice is expected to land in PostgreSQL 19. That makes this a good moment to look at query hints — what they are, what every other major database does with them, and how PostgreSQL ended...

Christophe Pettus: Hints, Part 1: The State of the Art Everywhere But Here

Planet PostgreSQL
Planet PostgreSQL · 2026-04-20T21:41:36Z

pg_plan_advice is expected to land in PostgreSQL 19. That makes this a good moment to look at query hints — what they are, what every other major database does with them, and how PostgreSQL ended...

Christophe Pettus: Hints, Part 1: The State of the Art Everywhere But Here

Planet PostgreSQL
Planet PostgreSQL · 2026-04-20T06:00:00Z

Google announced Aletheia, an AI using Gemini 3 Deep Think that solved 6/10 novel math problems in the FirstProof challenge. Aletheia also scored ~91.9% on IMO-ProofBench, signaling a significant...

Google’s Aletheia Advances the State of the Art of Fully Autonomous Agentic Math Research

InfoQ
InfoQ · 2026-04-19T04:38:00Z

一个 OR-Set(Observed-Remove Set)部署在 100 个节点上,每个节点维护的集合包含 10000 个元素。在 state-based CRDT 的经典设计里,每一轮反熵(anti-entropy)同步都要把整个状态发给邻居节点。单个节点的状态序列化后大约 200KB(假设每个元素连同唯一标签占…

【分布式系统百科】Delta-state CRDT 与反熵优化:从全量同步到增量传播

土法炼钢兴趣小组的博客
土法炼钢兴趣小组的博客 · 2026-04-13T00:00:00Z

Birgitta Böckeler discusses the rapid evolution of AI agents, moving beyond "vibe coding" to sophisticated context engineering. She explains how architectural constraints and "harness engineering"...

Presentation: State of Play: AI Coding Assistants

InfoQ
InfoQ · 2026-04-08T08:34:00Z
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