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Without the Noise 领先一步
不为噪音买单

We curate the most valuable projects from HN, Lobsters & GitHub. Chinese summaries + actionable guides. Save 30 min/day. 帮你从 HN / Lobsters / GitHub 筛选最新有价值的项目。中午提炼 + 实操指南。每天省30分钟。

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127 developers already subscribed 127 位开发者已订阅 · 每周更新 3-5 个项目

How It Works 怎么运作？

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Scout 发现

Daily scan of HN, Lobsters, GitHub Trending — the best from the last 48h 每天扫描 HN / Lobsters / GitHub Trending，筛选48小时内最有价值的内容

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Curate 精选

We cut the noise. Only projects worth your time make it through. 去伪存真，只保留真正值得花时间了解的项目

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Deliver 交付

Chinese summary + use case + effort estimate. Decide in 10 min. 中文提炼 + 使用场景 + 门槛评估。10分钟判断要不要跟进

Latest Picks 最新精选

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Free HN

copilot-for-cli

GitHub's official Copilot for your terminal. Ask questions, write commands, edit files — right from CLI. Essential for engineers. GitHub 官方出品，给终端装上 Copilot。在命令行里直接问问题、写命令、改文件。工程师提效必备。

⭐ 8.2kDev ToolsEasy

Details → 查看详情 →

Free Lobsters

LLMtime — API Cost Analyzer

Analyze your OpenAI API usage logs. Find the most expensive prompts, slowest calls, failure patterns. $0.99/mo to save $100. 分析 OpenAI API 调用日志，找出最费钱的 prompt、最慢的调用、最容易出错的地方。$0.99/月找到省$100的机会。

⭐ 1.4kAI InfraMedium

Details → 查看详情 →

🔒 Subscribers only HN · 633pts

Cline — Open-Source Copilot Alternative

Full migration package: scripts + best-practice rules + config guides. Takes 10 min. Saves $19/mo from day one. 完整迁移包：脚本 + 最优规则集 + 配置指南。10分钟搞定，每月省$19。

⭐ 6.1kAI CodingEasy

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Subscribe to see full content 订阅后可见完整内容

Scripts + rules + config included 含迁移脚本 + 规则集

Subscribe $9.9/mo

🔒 Subscribers only Lobsters · AI Architecture

AI Agent Memory Architecture

Solve long-conversation forgetting. LangChain patterns + 3-tier memory + 4 production cases. 解决 Agent 长对话失忆问题。LangChain 集成模式 + 三层记忆架构 + 4个生产级案例。

LangChainAI AgentMedium

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Subscribe to see full content 订阅后可见完整内容

Architecture + code templates 含架构图 + 代码模板

Subscribe $9.9/mo

FAQ 常见问题

Where do projects come from? 项目从哪里来？

Hacker News, Lobsters AI tag, GitHub Trending. We scan daily and only keep what's worth your time. Hacker News、Lobsters AI tag、GitHub Trending。每天扫描，只保留真正有价值的。

How often are new projects added? 多久更新一次？

3-5 new projects per week. Subscribers get priority access within 24h of discovery. 每周3-5个新项目。订阅用户有优先推送权限（24小时内）。

Can I cancel? 可以取消吗？

Yes, anytime. Cancel via PayPal. No refunds for current period but no further charges. 可以。随时在 PayPal 里取消。当期费用不退款，但不再续费。

Who is this for? 适合谁？

AI developers, full-stack engineers, indie hackers. Currently focused on AI dev tools, web, and mobile. AI 开发者、全栈工程师、独立开发者。目前聚焦 AI 开发者工具、全栈、移动端。

Stay AheadWithout the Noise 领先一步不为噪音买单