LaoJin AI Blog

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LaoJin's AI Technology Blog Website

老金的个人原创技术博客，聚焦 AI 行业深度分析、大模型与智能体趋势解读、OpenClaw 等开源项目源码拆解、云计算动态与开发者工具评测。每周更新高质量原创长文。

9 月 3 日 Anthropic 发 Claude Fable 5.1，9 月 4 日 OpenAI 发 GPT-6 Astra，输入输出定价一模一样。一个赌 Computer Use 铺宽度，一个赌长任务打深度。拆解两条路线、两种降本思路、两边各自的代价，以及独立开发者该怎么配。 一台 Mac、一个跑在本机的 Qwen3.8-27B、一句话提示词，79 分钟做出 737 行能玩、有音效的 RPG 俄罗斯方块。不联网、不花钱。附选题策略、模型自己写测试的全过程、三个必踩的坑和 llama.cpp 配置速查。 贴给 AI 的日志里常常带着 .env 的值。这篇讲三步固定动作——只留能定位问题的最小集、把值换成占位符、贴前搜一遍，并附一个剪贴板一键脱敏的 zsh 函数：为什么只按 sk_live_、AKIA 这类前缀特征匹配，会让一串 32 位十六进制的密钥整行漏出去。 Qwen3.8-27B 本地部署新手指南：llama.cpp router + pi 在 M4 Pro 上从下模型到跑通 agent，实测 11.4 tok/s。四个真踩进去的坑，以及当模型每秒只吐 11 个 token 时，prompt 该怎么写才能一次成型。 怀旧重玩宝可梦，查攻略太麻烦，于是用 Next.js + AI SDK + PokeAPI 做了个能用任何语言提问的攻略助手。这篇是从空目录到上线的完整过程：工具调用怎么写、一次提问为什么会打出十几次请求、怎么教它承认自己不知道。 为 handdraw.store 接入 Creem 订阅，代码跑通了，合规审核却打回 8 条整改意见，含 1…from laojin.blog

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