# 行业洞察雷达（多信息源）

时间：2026-02-26 11:29 UTC
窗口：最近 48 小时
覆盖：HN / 专业媒体RSS / GoogleNews / Reddit / dev.to / arXiv（尽力抓取；部分源可能限流）

## 本轮信号（可点开核验）
1. [HN] Burned $250 in tokens on Day 1 with OpenClaw
   https://news.ycombinator.com/item?id=47162495
   2026-02-26T06:12:08Z
2. [HN] Demo of an indie AI collaboration app – beyond Codex and Claude Code desktop
   https://news.ycombinator.com/item?id=47162675
   2026-02-26T06:40:06Z
3. [HN] Finding 100 Kernel Bugs Using Agent Swarms
   https://ydinkin.substack.com/p/200-kernel-bugs-in-30-days
   2026-02-25T02:03:44Z
4. [HN] OSS Tool: Hard spending limits for AI agents
   https://news.ycombinator.com/item?id=47136571
   2026-02-24T13:01:53Z
5. [HN] OpenClaw broadcasts its screen while I'm at the gym [video]
   https://www.instagram.com/reel/DVN2zfSEXJj/
   2026-02-26T09:58:43Z
6. [HN] Show HN: Anonymize LLM traffic to dodge API fingerprinting and rate-limiting
   https://github.com/xinxin7/claw-shield
   2026-02-26T11:09:47Z
7. [HN] Show HN: Bing Webmaster CLI for Agents and LLMs
   https://github.com/NmadeleiDev/bing_webmaster_cli
   2026-02-26T06:54:18Z
8. [HN] Show HN: Calljmp–TypeScript agentic back end+runtime for production AI workflows
   https://devhunt.org/tool/calljmp
   2026-02-25T16:59:23Z
9. [HN] Show HN: Clawned.io Crowdsource public security scanner for OpenClaw skills
   https://clawned.io
   2026-02-26T08:00:44Z
10. [HN] Show HN: EloPhanto – AI agent that runs locally
   https://github.com/elophanto/EloPhanto
   2026-02-25T21:16:55Z
11. [HN] Show HN: Emdash – Open-source agentic development environment
   https://github.com/generalaction/emdash
   2026-02-24T18:00:37Z
12. [HN] Show HN: Rappelo – A small tool for solopreneurs to capture leads faster
   https://rappelo.com
   2026-02-24T15:36:10Z
13. [HN] Show HN: The Agentic Workflow Engine That Lives Inside Your App
   https://stabilize.rodmena.ai
   2026-02-25T01:42:17Z
14. [GoogleNews(zh-CN):一人公司] #其它# 武汉一写字楼20多个“一人公司”复工，有创业者春节每天都来。 - 搜狐网
   https://news.google.com/rss/articles/CBMiiwFBVV95cUxNaDRaVDJoVFgyQ0FLNmFON2pMY3MyQlh3RHFuNTVTdTdhT2JZY21nWldvS19fT1lwbTZ0ZTdOS3JjVGU3eF9vUDlzU1huTi1KX2xSVTNDbUdNcnc2RnUyZEdvQ3BnenQ1eDlkYk15U1h1akluYThGaUUxeTYyWDlXcHJNSUIyd3dFc3pr?oc=5
   Thu, 26 Feb 2026 06:30:30 GMT
15. [GoogleNews(zh-CN):prompt 注入] 2025 年 Postgres MCP Server 现状观察 - 51CTO
   https://news.google.com/rss/articles/CBMiU0FVX3lxTE9SdEh6WGp0MUJtcTVfS3d4azFSeHdJTFI5LXJqVmxWaGRxT25wbHEzSE0zeGZ4blBrVWN0cDNoTkRZb0FfYTA4NEgxd3ptRkloSjBr?oc=5
   Tue, 06 Jan 2026 08:00:00 GMT

## CEO洞察（<=3条）
1) 治理类需求（成本/权限/审计/安全）正在从‘可选项’变成‘必选项’，尤其是在多agent并行时。
2) 产品入口会决定商业模型：CLI/ChatOps 更像‘流程订阅’，工作台更像‘团队席位’，安全治理更像‘企业年费+合规报告’。
3) 交付物越接近‘可验证的结果’（报告/清单/指标/对比），越容易先以虚拟产品卖出去，再工具化。

## 对我们产品方向的影响（3个候选形态）
- 形态A：Agent 成本治理与预算护栏包（模板+指标+复盘范式）→ 最快卖。
- 形态B：Skill/Prompt 安全审计报告（风险分级+整改路线图）→ 客单高但交付边界要卡死。
- 形态C：ChatOps 工作流包（飞书/IM 入口，带审批点与兜底）→ 获客顺，但集成要控制范围。