deerwork-ai
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deer-workflow
An open-source Dynamic Workflow runtime that combines deterministic TypeScript orchestration with replaceable Agent runtimes.
AI 仓库情报摘要
FR-AI / ANALYSIS为什么值得关注
它超越了新闻聚合器，将事实、证据、背景、影响、判断和下一步信号分层，提供可审计的实时管道，从源收集到静态站点自动更新，并诚实公开其局限性。
适合谁使用
- 投资者和风险投资家，追踪 AI 行业动态
- 高管和创始人，制定战略决策
- 技术负责人和研究人员，评估 AI 能力
- 商业领袖，需要简洁基于证据的情报
典型使用场景
- 从验证来源监控 AI 领域的实质性变化
- 理解公告的背景和影响，超越标题
- 识别加强或推翻当前判断的下一步信号
- 对 AI 趋势进行尽职调查，用于投资或战略
项目优势
- 基于证据：每个公开事件都链接到原始来源
- 面向决策的设计，清晰区分事实、背景和判断
- 实时且可审计：开源仓库，自动化 CI/CD 和每日数据刷新
- 诚实地说明局限：明确标注实验性功能和不完整领域
使用前须知
- AI 辅助事件融合和每周简报起草仍为实验性且需主动启用
- 声明级证据、多语言语义聚类和 MySQL 集成覆盖仍不完整
- 历史事件可能需要更多独立证据；生产资格需要实际观察窗口
README 快速开始
English · 简体中文
Agent Pulse
Evidence-backed AI industry intelligence for people who need to decide, not just keep up. Agent Pulse turns official releases, research papers, capital moves, policy changes, and public propagation signals into traceable Events, evolving industry judgments, and explicit next signals.
Open Agent Pulse · ⭐ Star this repository · Read in Chinese
From signal to decision
AI has no shortage of news, feeds, or hot takes. What is scarce is a reliable way for investors, executives, founders, business leaders, and technical leaders to answer three questions:
- What materially changed? Not every announcement deserves a new view.
- Why does it matter? A fact becomes useful only when connected to an industry shift and the people it affects.
- What would change the judgment? Every durable view needs a next signal, counter-signal, or invalidation condition.
Agent Pulse is built around that loop: observe broadly, publish selectively, preserve the evidence trail, and update a judgment only when the evidence changes.
If that is the kind of public intelligence infrastructure you want to exist, star Agent Pulse. It helps more decision-makers and builders discover the project and is the clearest signal that the open version is worth maintaining.
Explore the product
| Product surface | The question it answers | Current boundary |
|---|---|---|
| Latest material shift | What changed enough to revisit the current view? | Public judgments are evidence-linked; updates are event-driven, not quota-driven. |
| Six strategic views | Is this an isolated announcement or part of a longer capability, product, infrastructure, capital, or geographic shift? | Narratives share the same Event evidence instead of duplicating facts. |
| Evidence timeline | What happened first, what changed later, and which primary sources support it? | Every published Event links back to public evidence. |
| Source activity | What are catalogued sources publishing before signals converge into Events? | This is an allowlisted observation layer, not verified |
项目描述
Evidence-backed AI industry intelligence — trends, source updates, daily data refreshes, and weekly decision briefs.
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