只用98项专利架构，让Claude Haiku达到Fable 5的93%质量，成本却仅为后者的零头——开源项目颠覆AI性价比。
Article URL: https://github.com/GPire/claude-skills-swarm Comments URL: https://news.ycombinator.com/item?id=48740141 Points: 1 # Comments: 0
Shopify构建了一套模型无关的AI堆栈，通过统一调度引擎自动切换大模型，实现工作流零中断与降本增效。
Shopify built an LLM proxy that gives every engineer access to multiple AI providers — with automatic failover when any one of them goes down, changes…
一张图帮你快速识别是否需要升级到多智能体AI系统，告别单Agent瓶颈。
Article URL: https://aidoses.substack.com/p/4-signs-you-need-a-multi-agent-ai Comments URL: https://news.ycombinator.com/item?id=48494419 Points: 2 # …
为任务求解智能体打造高级记忆系统，突破传统上下文限制的创新论文。
arXiv:2606.06787v1 Announce Type: new Abstract: Large Language Models (LLMs) show promise as tool-using agents but remain limited in long-horizon task…
零成本构建AI架构的实用指南，揭示从原型到生产的关键进化路径，避开直接调用LLM的陷阱。
AI is getting expensive. Not only because of model APIs, GPU bills, vector databases, cloud platforms, observability tools, and managed services, but …
AI助手需要控制平面而非更大循环，架构设计才是关键突破。
I kept trying to make my AI assistant smarter by adding more tools to the same loop. That worked for a while. Then the assistant had to do normal user…
模块化编排框架MOSAIC，实现智能体结构化智能与灵活组合，突破AI系统集成瓶颈。
arXiv:2606.00708v1 Announce Type: cross Abstract: Automated data science is a structured model-selection problem. A solution must choose data transfor…
如何为自主代理设计模块化AI大脑，灵活切换云端与本地模型，实现性能与灵魂兼得？
Imagine you’re building a personal research assistant. Its job is to ingest hundreds of academic PDFs, learn your unique writing style, and eventually…
提出KAME双架构协同，实时语音对话AI兼顾流畅交互与深度知识，突破现有模型语义瓶颈
arXiv:2510.02327v2 Announce Type: replace-cross Abstract: Real-time speech-to-speech (S2S) models excel at generating natural, low-latency conversatio…