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V2EX ·

[推广] [开源自荐] Linkit：本地优先的 AI 书签管理器，自动摘要 + 语义搜索 #19

大家好，做了一个桌面端的书签管理应用 Linkit ，开源免费。 要解决的痛点 浏览器书签就是个 URL 列表。存了十几条链接，两周后完全想不起来当时为什么存它。 我自己的书签库一度有 2000+ 条，真正再看的大概 5 条。 Linkit 做了什么 AI 自动摘要 ：每条收藏自动生成摘要和要点，不用点开就知道值不值得看 语义搜索 ：按含义检索，不是按关键词。"怎么把大文件传输变快"能搜到标题里写"传输优化"的那条 知识图谱 ：把整个库可视化成网络，能看出哪些主题之间有联系、哪些区域是空白 重复检测 ：同一条文章从不同 URL 存了三次能自动发现并合并 链接健康检查 ：后台扫描 404 和内容变更，死链不会烂在收藏里 本地优先 ：默认存本机 SQLite ，无账号无遥测。跨设备同步可选，走 Supabase + RLS ，同样免费 技术栈 Go + Wails + React ，桌面应用。AI 侧接任意 OpenAI 兼容 API ，也支持本地模型（ Ollama ）。 macOS / Windows / Linux 都有。 安装 brew install blue-idea/tap/

V2EX ·

[推广] [开源自荐] Linkit：本地优先的 AI 书签管理器，自动摘要 + 语义搜索 + 知识图谱

大家好，做了一个桌面端的书签管理应用 Linkit ，开源免费。 要解决的痛点 浏览器书签就是个 URL 列表。存了十几条链接，两周后完全想不起来当时为什么存它。 我自己的书签库一度有 2000+ 条，真正再看的大概 5 条。 Linkit 做了什么 AI 自动摘要 ：每条收藏自动生成摘要和要点，不用点开就知道值不值得看 语义搜索 ：按含义检索，不是按关键词。"怎么把大文件传输变快"能搜到标题里写"传输优化"的那条 知识图谱 ：把整个库可视化成网络，能看出哪些主题之间有联系、哪些区域是空白 重复检测 ：同一条文章从不同 URL 存了三次能自动发现并合并 链接健康检查 ：后台扫描 404 和内容变更，死链不会烂在收藏里 本地优先 ：默认存本机 SQLite ，无账号无遥测。跨设备同步可选，走 Supabase + RLS ，同样免费 技术栈 Go + Wails + React ，桌面应用。AI 侧接任意 OpenAI 兼容 API ，也支持本地模型（ Ollama ）。 macOS / Windows / Linux 都有。 安装 brew install blue-idea/tap/

Hacker News ·

Show HN: CATT 0.2.1: Test agents/services against a Muse/Instinct-alike, in CI

Hey HN, we recently open sourced our Consumer Agent Testing Tool to help teams iterate against proprietary assistants like Muse and Instinct. We built this to reduce our own frustrations with building an MCP/API for these agents to consume. The problem: testing against these tools is hard! Agent memory + account statefulness make reproducibility, in the ways required for repeatable/reliable outcomes, between agents and the APIs/MCPs they interact with very challenging. The solution: CATT lets de

V2EX ·

[推广] [开源自荐] Linkit：本地优先的 AI 书签管理器，自动摘要 + 语义搜索

大家好，做了一个桌面端的书签管理应用 Linkit ，开源免费。 要解决的痛点 浏览器书签就是个 URL 列表。存了十几条链接，两周后完全想不起来当时为什么存它。 我自己的书签库一度有 2000+ 条，真正再看的大概 5 条。 Linkit 做了什么 AI 自动摘要 ：每条收藏自动生成摘要和要点，不用点开就知道值不值得看 语义搜索 ：按含义检索，不是按关键词。"怎么把大文件传输变快"能搜到标题里写"传输优化"的那条 知识图谱 ：把整个库可视化成网络，能看出哪些主题之间有联系、哪些区域是空白 重复检测 ：同一条文章从不同 URL 存了三次能自动发现并合并 链接健康检查 ：后台扫描 404 和内容变更，死链不会烂在收藏里 本地优先 ：默认存本机 SQLite ，无账号无遥测。跨设备同步可选，走 Supabase + RLS ，同样免费 技术栈 Go + Wails + React ，桌面应用。AI 侧接任意 OpenAI 兼容 API ，也支持本地模型（ Ollama ）。 macOS / Windows / Linux 都有。 安装 brew install blue-idea/tap/

Product Hunt ·

Peras

Pause Claude Code and Codex before they burn your week

SEC EDGAR ·

8-K - Valor Energy Inc (0001711012) (Filer)

Filed: 2026-10-22 AccNo: 0001213900-26-111763 Size: 265 KB Item 1.01: Entry into a Material Definitive Agreement Item 9.01: Financial Statements and Exhibits

SEC EDGAR ·

8-K - Glucotrack, Inc. (0001506983) (Filer)

Filed: 2026-10-22 AccNo: 0001493152-26-048139 Size: 1 MB Item 1.01: Entry into a Material Definitive Agreement Item 2.03: Creation of a Direct Financial Obligation or an Obligation under an Off-Balance Sheet Arrangement of a Registrant Item 3.02: Unregistered Sales of Equity Securities Item 7.01: Regulation FD Disclosure Item 9.01: Financial Statements and Exhibits

SEC EDGAR ·

8-K - PAVmed Inc. (0001624326) (Filer)

Filed: 2026-10-22 AccNo: 0001493152-26-048138 Size: 207 KB Item 1.01: Entry into a Material Definitive Agreement Item 3.03: Material Modifications to Rights of Security Holders Item 9.01: Financial Statements and Exhibits

SEC EDGAR ·

8-K - Bluerock Homes Trust, Inc. (0001903382) (Filer)

Filed: 2026-10-22 AccNo: 0001104659-26-118199 Size: 195 KB Item 5.02: Departure of Directors or Certain Officers; Election of Directors; Appointment of Certain Officers: Compensatory Arrangements of Certain Officers

SEC EDGAR ·

8-K - Banzai International, Inc. (0001826011) (Filer)

Filed: 2026-10-22 AccNo: 0001437749-26-033292 Size: 481 KB Item 3.03: Material Modifications to Rights of Security Holders Item 5.03: Amendments to Articles of Incorporation or Bylaws; Change in Fiscal Year Item 5.07: Submission of Matters to a Vote of Security Holders Item 8.01: Other Events Item 9.01: Financial Statements and Exhibits

SEC EDGAR ·

8-K - DevvStream Legacy Corp. (0001854480) (Filer)

Filed: 2026-10-22 AccNo: 0001140361-26-040532 Size: 241 KB Item 1.01: Entry into a Material Definitive Agreement Item 2.01: Completion of Acquisition or Disposition of Assets Item 3.03: Material Modifications to Rights of Security Holders Item 5.01: Changes in Control of Registrant Item 5.02: Departure of Directors or Certain Officers; Election of Directors; Appointment of Certain Officers: Compensatory Arrangements of Certain Officers Item 5.03: Amendments to Articles of Incorporation or Bylaws

SEC EDGAR ·

8-K - CITIGROUP INC (0000831001) (Filer)

Filed: 2026-10-22 AccNo: 0001104659-26-118193 Size: 290 KB Item 5.02: Departure of Directors or Certain Officers; Election of Directors; Appointment of Certain Officers: Compensatory Arrangements of Certain Officers Item 9.01: Financial Statements and Exhibits

SEC EDGAR ·

8-K - Disc Medicine, Inc. (0001816736) (Filer)

Filed: 2026-10-22 AccNo: 0001193125-26-429105 Size: 440 KB Item 1.01: Entry into a Material Definitive Agreement Item 2.02: Results of Operations and Financial Condition Item 8.01: Other Events Item 9.01: Financial Statements and Exhibits

SEC EDGAR ·

8-K - Intuitive Machines, Inc. (0001844452) (Filer)

Filed: 2026-10-22 AccNo: 0001628280-26-066926 Size: 155 KB Item 5.02: Departure of Directors or Certain Officers; Election of Directors; Appointment of Certain Officers: Compensatory Arrangements of Certain Officers Item 9.01: Financial Statements and Exhibits