https://guijiagi.com/categories/ai%E5%AE%9E%E6%88%98/Recent content in AI实战 on AI 实战派 · 从技术到赚钱Hugozh-cn本站内容采用 CC BY-NC-SA 4.0 国际许可协议授权Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-agent-monitoring-2026/Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-agent-monitoring-2026/Agent比传统软件复杂得多，调试需要新的监控工具。https://guijiagi.com/posts/2026-09-24-ai-coding-agent-2026/Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-coding-agent-2026/Copilot只是补全，2026年的AI Agent已经能独立完成整个功能模块。https://guijiagi.com/posts/2026-09-24-ai-startup-failure-2026/Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-startup-failure-2026/套壳ChatGPT没有壁垒，真正活下来的是有数据和场景的公司。https://guijiagi.com/posts/2026-09-24-ai-code-review-2026/Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-code-review-2026/AI能发现bug和安全漏洞，但架构合理性还是需要人。https://guijiagi.com/posts/2026-09-24-ai-video-generation-2026/Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-video-generation-2026/Sora、可灵、即梦——视频生成在进步，但商用还需解决一致性问题。https://guijiagi.com/posts/2026-09-24-ai-email-agent-2026/Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-email-agent-2026/邮箱里的AI Agent正在从'帮你写'进化到'替你做'。https://guijiagi.com/posts/2026-09-24-mcp-ecosystem-2026/Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-mcp-ecosystem-2026/Anthropic发起的Model Context Protocol正在成为Agent连接工具的标准。https://guijiagi.com/posts/2026-09-24-openai-vs-deepseek-2026/Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-openai-vs-deepseek-2026/国产模型在推理能力上快速追赶，成本只有海外模型的零头。https://guijiagi.com/posts/2026-09-24-rag-evolution-2026/Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-rag-evolution-2026/RAG不再只是向量检索，2026年的Agentic RAG会自己决定查什么、怎么查。https://guijiagi.com/posts/2026-09-24-local-vs-cloud-llm-2026/Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-local-vs-cloud-llm-2026/隐私、成本、速度——三个维度帮你做决策。https://guijiagi.com/posts/2026-09-24-edge-ai-2026/Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-edge-ai-2026/小模型量化后可以在手机上跑，隐私和延迟都有优势。https://guijiagi.com/posts/2026-09-24-multimodal-search-2026/Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-multimodal-search-2026/搜索正在从文字扩展到一切模态。https://guijiagi.com/posts/2026-09-24-ai-open-source-vs-closed/Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-open-source-vs-closed/开源模型追上来了，但闭源在多模态和Agent生态上仍有优势。https://guijiagi.com/posts/2026-09-24-ai-prompt-engineering-dead/Thu, 24 Sep 2026 11:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-prompt-engineering-dead/好的提示仍然重要，但自动提示优化正在减少对人工提示的依赖。https://guijiagi.com/posts/2026-09-24-ai-startup-ideas-2026/Thu, 24 Sep 2026 10:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-startup-ideas-2026/大模型本身已经没有创业机会了，但垂直场景和工具链还有大把机会。https://guijiagi.com/posts/2026-09-24-ai-agent-orchestration-patterns/Thu, 24 Sep 2026 10:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-agent-orchestration-patterns/从单Agent到多Agent系统，编排模式决定了系统的可靠性和可维护性。https://guijiagi.com/posts/2026-09-24-ai-cost-optimization-2026/Thu, 24 Sep 2026 10:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-cost-optimization-2026/模型降价、缓存、路由、小模型路由——2026年AI应用成本控制的完整方法论。https://guijiagi.com/posts/2026-09-24-ai-memory-mcp-2026/Thu, 24 Sep 2026 10:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-memory-mcp-2026/从短期对话到长期记忆，2026年AI Agent的记忆系统正在经历范式转移。MCP Memory协议、向量数据库、知识图谱三股力量合流。https://guijiagi.com/posts/2026-09-24-ai-search-next-generation/Thu, 24 Sep 2026 10:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-search-next-generation/Perplexity、秘塔、纳米搜索之后，AI搜索正在从'给链接'变成'给答案'。https://guijiagi.com/posts/2026-09-24-local-llama-production-2026/Thu, 24 Sep 2026 10:00:00 +0800https://guijiagi.com/posts/2026-09-24-local-llama-production-2026/从选型到部署，从量化到推理加速，本地大模型在2026年已经可以真正用于生产环境。https://guijiagi.com/posts/2026-09-24-vision-ai-2026-landscape/Thu, 24 Sep 2026 10:00:00 +0800https://guijiagi.com/posts/2026-09-24-vision-ai-2026-landscape/从OCR到视频理解，从医疗影像到工业检测，视觉AI正在进入生产级应用。https://guijiagi.com/posts/2026-09-24-ai-voice-agent-production/Thu, 24 Sep 2026 10:00:00 +0800https://guijiagi.com/posts/2026-09-24-ai-voice-agent-production/延迟降到200ms以下，语音AI电话正在替代传统呼叫中心。