<?xml version="1.0" encoding="utf-8" ?><rss version="2.0"><channel><title><![CDATA[CrystalwaveStag的博客]]></title><description><![CDATA[]]></description><link>https://blog.youkuaiyun.com/CrystalwaveStag</link><language>zh-cn</language><generator>https://blog.youkuaiyun.com/</generator><copyright><![CDATA[Copyright &copy; CrystalwaveStag]]></copyright><item><title><![CDATA[【Bug已解决】Claude MCP connection failed / MCP server not responding — Claude MCP 连接失败解决方案与 TaoToken 配置排]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/170410076</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/170410076</guid><author>CrystalwaveStag</author><pubDate>Tue, 10 Nov 2026 09:28:20 +0800</pubDate><description><![CDATA[Claude MCP connection failed 排查先分清握手失败与请求超时：手动拉起 MCP 进程、校验 mcp.json 格式，再把 endpoint 与鉴权收敛到 TaoToken 统一通道，配合 60 秒超时与重试即可稳定连接。官网 https://taotoken.net/?utm_source=taotoken_aicg_blog_end]]></description><category></category></item><item><title><![CDATA[个人AI编程工具的vibe coding实践：用TaoToken统一Key跑通爬虫到Excel导出]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/170343459</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/170343459</guid><author>CrystalwaveStag</author><pubDate>Mon, 09 Nov 2026 11:01:19 +0800</pubDate><description><![CDATA[用TaoToken统一Key跑通爬虫到Excel导出：先复制config.py三件套配置，再单页抓取验证解析字段，最后批量导出并断言表头顺序。一个Base URL管住爬虫、清洗、导出全链路，避免多平台Key切换与401排障，让vibe coding迭代循环不被打断。官网 https://taotoken.net/?utm_source=taotoken_aicg_blog_end]]></description><category></category></item><item><title><![CDATA[【AI大模型Harness】-Codex源码深度解读：从auth.json到Base URL的配置链路]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/170335377</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/170335377</guid><author>CrystalwaveStag</author><pubDate>Mon, 09 Nov 2026 09:25:07 +0800</pubDate><description><![CDATA[Codex鉴权链路从auth.json到Base URL的配置解析，本文拆解源码顺序并给出可复制配置：先建~/.codex目录，写入auth.json与config.toml，将base_url指向TaoToken官网https://taotoken.net/?utm_source=taotoken_aicg_blog_end 提供的兼容端点，再用curl与codex exec分层验证，覆盖401、local proxy failed、reading choices等报错排查。]]></description><category></category></item><item><title><![CDATA[TaoToken 统一 Key 接入：Cline MCP 报 401 的排查与配置]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/170285951</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/170285951</guid><author>CrystalwaveStag</author><pubDate>Sun, 08 Nov 2026 11:04:37 +0800</pubDate><description><![CDATA[Cline MCP 报 401 时，先用 curl 验证 TaoToken Key 与 Base URL 是否配对，再核对 Provider 协议与 env 变量名。本文给出可复制的 settings.json 与 cline_mcp_settings.json 片段，配合请求头检查、最小调用、日志比对三步定位故障，并附 401、local proxy failed、reading choices 对照表。配置与 Key 获取见 TaoToken 官网 https://taotoken.net/?utm_s]]></description><category></category></item><item><title><![CDATA[MCP 协议深度解析（一）：从架构设计到 TaoToken 统一接入的协议概览]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/170234722</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/170234722</guid><author>CrystalwaveStag</author><pubDate>Sat, 07 Nov 2026 09:30:46 +0800</pubDate><description><![CDATA[MCP 协议通过 JSON-RPC 2.0 统一工具接入，本文从三层架构与 Host-Client-Server 三元模型讲起，并给出可复制的 MCP Server 配置片段，配合 TaoToken 统一 API 通道完成模型侧接入。访问 https://taotoken.net/?utm_source=taotoken_aicg_blog_end 获取 Key 与端点，一套配置跑通多个客户端。]]></description><category></category></item><item><title><![CDATA[当AI能写代码，我们还需要学编程语法吗？用TaoToken实测Cursor+Python的边界]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169921069</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169921069</guid><author>CrystalwaveStag</author><pubDate>Tue, 03 Nov 2026 09:08:49 +0800</pubDate><description><![CDATA[用TaoToken统一Key接入Cursor实测Python与React：AI生成初稿后，编程语法决定能否一眼识别None下标、空数据渲染等边界崩溃。含Base URL、Key、Model三件套可复制配置与401、local proxy failed排错。官网 https://taotoken.net/?utm_source=taotoken_aicg_blog_end]]></description><category></category></item><item><title><![CDATA[FastMCP 2.x 干货笔记：服务端上下文高级用法与 TaoToken 统一接入实践]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169732197</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169732197</guid><author>CrystalwaveStag</author><pubDate>Sun, 01 Nov 2026 10:39:35 +0800</pubDate><description><![CDATA[FastMCP 2.x 服务端上下文让工具在请求内打日志、报进度、读资源、请求 LLM 采样。本文给出可复制的 Context 注入与中间件状态传递配置，并统一接入 TaoToken 的 Key 与 API 通道，附三步验证与 401、reading choices 等报错排查。官网：https://taotoken.net/?utm_source=taotoken_aicg_blog_end]]></description><category></category></item><item><title><![CDATA[AI 代码安全审计误报太多？TaoToken 统一 Key 接入 Cline MCP 实测]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169728969</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169728969</guid><author>CrystalwaveStag</author><pubDate>Sun, 01 Nov 2026 10:07:05 +0800</pubDate><description><![CDATA[AI代码安全审计误报多，用Cline MCP接入审计流程并统一走TaoToken通道，从401、local proxy failed报错切入，交付可复制MCP配置与误报对比验证方法，附官网 https://taotoken.net/?utm_source=taotoken_aicg_blog_end 。]]></description><category></category></item><item><title><![CDATA[论文复现工坊 No.16：用 TaoToken 统一 Key 跑通 HumanEval 代码生成评测与 Pass@k 统计引擎]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169634078</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169634078</guid><author>CrystalwaveStag</author><pubDate>Sat, 31 Oct 2026 10:18:19 +0800</pubDate><description><![CDATA[用统一 Key 接入通道跑通 HumanEval 代码生成评测：从单题冒烟到 164 题全量，交付沙箱执行器与 Pass@k 无偏估计脚本，并对照 401、超时、choices 解析等报错逐条排查。全程仅需 requests、numpy、multiprocessing，换模型只改 model 字段。详见 TaoToken 官网 https://taotoken.net/?utm_source=taotoken_aicg_blog_end]]></description><category></category></item><item><title><![CDATA[OpenClaw 通过 CLI 后端使用 Claude 模型：TaoToken 统一 Key 接入与验证]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169537125</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169537125</guid><author>CrystalwaveStag</author><pubDate>Fri, 30 Oct 2026 09:38:30 +0800</pubDate><description><![CDATA[OpenClaw 通过 cliBackends 挂载 Claude Code CLI，用 TaoToken 统一 Key 与 Base URL 打通 Claude 调用。本文给出可复制的 openclaw.json 配置片段，并演示一次请求验证链路、排查 401 与 local proxy failed 等报错。官网：https://taotoken.net/?utm_source=taotoken_aicg_blog_end]]></description><category></category></item><item><title><![CDATA[GLM-5.2 三通道实测：企业接入决策报告（智谱官方 / 国家超算 / 自部署对比 + 路由器实现）]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169339654</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169339654</guid><author>CrystalwaveStag</author><pubDate>Wed, 28 Oct 2026 09:42:59 +0800</pubDate><description><![CDATA[GLM-5.2 三通道实测报告，给出智谱官方、国家超算、自部署 vLLM 的可复制配置与验证清单，并用路由器实现统一调度。企业接入可先按三件套核对 base_url、Key、Model ID，再跑 100 次基线填对照表。统一入口见 TaoToken 官网 https://taotoken.net/?utm_source=taotoken_aicg_blog_end 。]]></description><category></category></item><item><title><![CDATA[AI 新闻日报 2026-10-07：智能体迁往云端 / SDK 支持运行中改向 / 机器人进柜台与景区——TaoToken 统一 Key 接入实践]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169244060</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169244060</guid><author>CrystalwaveStag</author><pubDate>Tue, 27 Oct 2026 10:12:25 +0800</pubDate><description><![CDATA[用 Cline MCP 与 Codex auth.json 两份可复制片段，把 Base URL 统一指向 TaoToken 根地址并跑通 curl 验证。文章梳理 401、local proxy failed、reading choices 等报错对照，帮开发者用一套 Key 接入多工具，适配智能体云端化与 SDK 改向趋势。详见 https://taotoken.net/?utm_source=taotoken_aicg_blog_end]]></description><category></category></item><item><title><![CDATA[大模型、MCP、Agent、Skills、OpenClaw：用 TaoToken 统一 Key 串起多工具工作流]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169146334</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/169146334</guid><author>CrystalwaveStag</author><pubDate>Mon, 26 Oct 2026 10:35:57 +0800</pubDate><description><![CDATA[用 TaoToken 统一 Key 串起 Cline MCP、Windsurf BYOK、Codex auth.json 三处配置，一次填好 Base URL 与模型 ID 即可多处复用。文中给出可直接复制的配置片段与 curl 验证步骤，并整理 401、local proxy failed、reading choices 等常见报错对照，帮你把多工具并行从管理负担变成能力叠加。详见官网 https://taotoken.net/?utm_source=taotoken_aicg_blog_end]]></description><category></category></item><item><title><![CDATA[【本地电脑自动化】OpenClaw 部署全解：网关离线与安装报错排坑，附安装包与 TaoToken 配置]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/168962402</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/168962402</guid><author>CrystalwaveStag</author><pubDate>Sat, 24 Oct 2026 10:54:01 +0800</pubDate><description><![CDATA[OpenClaw 部署卡在网关离线？本文从解压安装包、纯英文路径到 .env 配置逐项排坑，附可复制配置片段与 curl 验证命令，并演示将 Base URL 指向 TaoToken 官网 https://taotoken.net/?utm_source=taotoken_aicg_blog_end 完成模型接入，覆盖 401、local proxy failed、reading choices 等常见报错。]]></description><category></category></item><item><title><![CDATA[sglang/VLLM性能评测：用bench_serving跑出可复现的吞吐与延迟数据]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/168851062</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/168851062</guid><author>CrystalwaveStag</author><pubDate>Fri, 23 Oct 2026 09:40:43 +0800</pubDate><description><![CDATA[用 bench_serving 跑 sglang 与 VLLM 性能评测，先固定 random 数据集与并发梯度，再对齐 TTFT、ITL 口径。文中给出可复制命令、结果表格模板与 401、reading choices 等报错排查，并通过 TaoToken 统一 Key 与 API 通道做在线对照。官网：https://taotoken.net/?utm_source=taotoken_aicg_blog_end]]></description><category></category></item><item><title><![CDATA[多 MCP 编排实战：用 TaoToken 统一 Key 打通 Agent 工具调用链]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/168743368</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/168743368</guid><author>CrystalwaveStag</author><pubDate>Thu, 22 Oct 2026 09:54:24 +0800</pubDate><description><![CDATA[多 MCP 编排实战：用 TaoToken 统一 Key 打通 Agent 工具调用链。本文以发版检查任务为例，演示如何用统一 Base URL 与 Key 注册 Jira、数据库、飞书三个 MCP Server，让 Agent 自动完成工具调用接力与上下文传递，并附 401、local proxy failed 等常见报错排查。详见 https://taotoken.net/?utm_source=taotoken_aicg_blog_end]]></description><category></category></item><item><title><![CDATA[多卡并行推理实战：vLLM 张量并行配置与性能测试，TaoToken 统一 Key 接入实测]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/168538465</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/168538465</guid><author>CrystalwaveStag</author><pubDate>Tue, 20 Oct 2026 10:32:46 +0800</pubDate><description><![CDATA[用 nvidia-smi topo -m 先查卡间拓扑，再按 TP 规模启动 vLLM 推理服务，是避免多卡吞吐上不去的第一步。本文实测 Llama-3-70B 在 4 卡 A100 上的张量并行配置与并发压测拐点，并把推理 endpoint 统一接入 TaoToken 一把 Key 管理，官网见 https://taotoken.net/?utm_source=taotoken_aicg_blog_end 。]]></description><category></category></item><item><title><![CDATA[猎头招聘提效：OpenClaw 批量筛选简历、匹配岗位要求、生成初筛评估报告]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/168527323</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/168527323</guid><author>CrystalwaveStag</author><pubDate>Tue, 20 Oct 2026 09:11:48 +0800</pubDate><description><![CDATA[用 OpenClaw 工作流批量筛选简历，从 PDF 解析到岗位匹配打分、生成初筛评估报告，单份压缩至分钟级。通过 TaoToken 统一 Key 接入 LLM，配置 Base URL 即可跑通全链路，100 份简历约 2 分钟完成。详见 https://taotoken.net/?utm_source=taotoken_aicg_blog_end]]></description><category></category></item><item><title><![CDATA[Cline+Playwright-MCP学习记录：把MCP endpoint改到TaoToken的PowerShell实操]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/168525821</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/168525821</guid><author>CrystalwaveStag</author><pubDate>Tue, 20 Oct 2026 09:04:04 +0800</pubDate><description><![CDATA[在 Cline 里把 Playwright-MCP 的模型 endpoint 统一改到 TaoToken，只需在 cline_mcp_settings.json 的 env 中填入 OPENAI_BASE_URL 与 API Key，并同步 Cline 模型配置的 Base URL。配合 PowerShell 7 与 Chrome 本地调试，即可让浏览器自动化请求走同一出口。详见 TaoToken 官网 https://taotoken.net/?utm_source=taotoken_aicg_blog_]]></description><category></category></item><item><title><![CDATA[三款AI Agent框架横评：OpenClaw、Hermes Agent、OpenHuman，谁才是你的最佳拍档？TaoToken统一Key接入实测]]></title><link>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/168431802</link><guid>https://blog.youkuaiyun.com/CrystalwaveStag/article/details/168431802</guid><author>CrystalwaveStag</author><pubDate>Mon, 19 Oct 2026 10:44:58 +0800</pubDate><description><![CDATA[实测 OpenClaw、Hermes Agent、OpenHuman 三款 AI Agent 框架接入 TaoToken 统一 Key，给出可复制配置片段与连通性验证步骤。OpenClaw 走 Gateway provider 声明，Hermes 用 TOML 配 provider resolution，OpenHuman 经 Rust core 转发，附 401、local proxy failed 等报错排查。官网 https://taotoken.net/?utm_source=taotoken_ai]]></description><category></category></item></channel></rss>