2026年7月大模型新格局:ChatGPT、Claude Code 与 Kimi K3,谁更强?
截至2026年7月24日,Claude Fable 5与OpenAI GPT‑5.6 Sol仍处于综合智能第一梯队,Kimi K3则凭借1M上下文、Agent能力和前端开发表现迅速进入全球顶级阵营。本文从产品定位、最新模型、编码工作流、价格、开放程度与排行榜快照进行全面比较。
Continue readingNotes on AI, agents, and building things that work.
截至2026年7月24日,Claude Fable 5与OpenAI GPT‑5.6 Sol仍处于综合智能第一梯队,Kimi K3则凭借1M上下文、Agent能力和前端开发表现迅速进入全球顶级阵营。本文从产品定位、最新模型、编码工作流、价格、开放程度与排行榜快照进行全面比较。
Continue readingA quick-reference guide for developers and architects to understand the Gemini 3.5 and 3.1 model lineup, pricing, use cases, and common integration pitfalls.
Continue reading本文为您快速梳理 2026 年最新 Google Gemini 3.5 及 3.1 系列 API 模型的定位、价格、适用场景与选型逻辑,并总结了 4 个开发者高频踩坑点,助您快速构建高效、低成本的 AI Agent 工作流。
Continue readingAn in-depth technical analysis of Google’s Gemma 3 27B IT, exploring its multimodal capabilities, 128K context window, and strategic value for enterprise deployment and local AI infrastructure.
Continue reading本文深度解析 Google DeepMind 最新发布的 Gemma 3 27B IT 模型。通过对其多模态能力、128K 长上下文、混合注意力机制及单卡部署特性的分析,探讨该模型如何为企业在保障数据隐私的前提下,提供接近闭源旗舰模型的 AI 效能,助力企业实现 AI 应用的降本增效。
Continue reading如果把 AI Agent 比作一名刚入职的聪明新人,那么 **LLM(大模型)** 只是他的“大脑”。但在现实工作中,真正决定他能否胜任岗位的,往往不是智商,而是他的办公桌、工具箱、任务看板、权限系统,以及主管随时可以介入的流程。
Continue readingAgent Runtime Harness Engineering is the discipline of designing and operating the execution environment that allows AI agents to function reliably in production. It shifts the focus from raw model reasoning to the surrounding system architecture: how agents execute, interact with tools, manage state, recover from failures, and maintain observability. This engineering layer is the critical bridge between experimental AI prototypes and robust, enterprise-grade software.
Continue readingAnthropic's Claude Code has quickly become a hot topic for developers. However, understanding *what* it is, *how* it's priced, and *which* plan you need can be confusing. This article breaks down everything you need to know, based on the latest official information from Anthropic.
Continue readingThis article provides a comprehensive overview of the Gemini model landscape in 2026, focusing on pricing and architectural considerations for building Gemini Gateways and SaaS applications.
Continue reading