MacBook
我自己做 B2B GTM 与战略营销，平时几乎所有工作流都挂在 LLM 上。大家都在晒各种复杂的 Agent ，但我发现自己真正在主力跑、每天离不开的，其实是一套跑在 MacBook Pro 上的 个人 AI 网关 。 它现在接管了我本机全部的 LLM 调用——Cursor 、Codex CLI 、Claude Code ，还有我自己的 Agent 内容管线。 为什么要做 2026 年中，我的调用环境彻底失控了：手头十几个模型订阅和 API Key （ DeepSeek 、NVIDIA NIM 、DashScope 、Gemini 等），各个客户端和脚本直连模型，endpoint 写死在代码里。结果就是每个月都在焦虑额度，钱花在哪儿完全是一笔糊涂账。 问题不在模型，在调用失控。我要的其实就三样： 一个入口 ：所
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- First observed in our collection
- Oct 27, 2026, 2:30 PM UTC
- Earliest cited publication
- Oct 27, 2026, 2:25 PM UTC
- Last observed
- Nov 2, 2026, 12:45 PM UTC
Evidence in the last complete seven days
- Source mentions
- 1 Previous seven days 3
- Distinct sources
- 1 Previous 1
- Comparable growth
- Not comparable
- Ranking appearances
- 0
Collection observations and undated records are separate from dated publication counts. Observed in 7d：2 · Undated records：0
Collection coverage · Limited historyCurrent / previous observed days 7 / 3
Counts use complete UTC days. First observed means first seen by this collection, not when a term was coined.
Current window：2026-10-29 → 2026-11-05 (end excluded) · History 11 days
| Source | Current days | Previous days | Last success |
|---|---|---|---|
| arXiv | 6 | 3 | Nov 5, 2026, 10:00 AM UTC |
| arXiv | 7 | 2 | Nov 5, 2026, 10:01 AM UTC |
| Ask HN | 7 | 3 | Nov 5, 2026, 3:00 PM UTC |
| Ask HN | 7 | 3 | Nov 5, 2026, 2:30 PM UTC |
| Ask HN | 7 | 3 | Nov 5, 2026, 3:00 PM UTC |
| Ask HN | 7 | 3 | Nov 5, 2026, 3:00 PM UTC |
| GitHub | 7 | 3 | Nov 5, 2026, 12:15 PM UTC |
| GitHub Issues | 7 | 3 | Nov 5, 2026, 10:01 AM UTC |
| GitHub Releases | 7 | 1 | Nov 5, 2026, 12:00 PM UTC |
| GitHub | 7 | 3 | Nov 5, 2026, 2:30 PM UTC |
| GitHub Issues | 7 | 3 | Nov 5, 2026, 10:01 AM UTC |
| GitHub Releases | 7 | 3 | Nov 5, 2026, 3:14 PM UTC |
| GitHub | 7 | 3 | Nov 5, 2026, 2:30 PM UTC |
| GitHub Issues | 7 | 3 | Nov 5, 2026, 10:01 AM UTC |
| GitHub Releases | 7 | 3 | Nov 5, 2026, 3:14 PM UTC |
| GitHub Discovery | 0 | 0 | Nov 5, 2026, 3:13 PM UTC |
| GitHub Trending | 7 | 3 | Nov 5, 2026, 3:14 PM UTC |
| 7 | 2 | Nov 5, 2026, 10:00 AM UTC | |
| Hugging Face | 7 | 2 | Nov 5, 2026, 8:15 AM UTC |
| Hugging Face Spaces | 0 | 0 | Nov 5, 2026, 3:13 PM UTC |
| Hacker News | 7 | 3 | Nov 5, 2026, 12:45 PM UTC |
| Hacker News | 7 | 3 | Nov 5, 2026, 3:30 PM UTC |
| Hacker News | 7 | 3 | Nov 5, 2026, 3:30 PM UTC |
| Hacker News | 0 | 0 | Nov 5, 2026, 3:13 PM UTC |
| Show HN | 0 | 0 | Nov 5, 2026, 3:13 PM UTC |
| MIT News | 7 | 2 | Nov 5, 2026, 10:01 AM UTC |
| OpenAI | 7 | 3 | Nov 5, 2026, 11:30 AM UTC |
| Product Hunt | 7 | 3 | Nov 5, 2026, 12:45 PM UTC |
| 量子位 | 7 | 3 | Nov 4, 2026, 10:15 AM UTC |
| OpenRouter | 0 | 0 | Nov 5, 2026, 3:41 PM UTC |
| Hugging Face Models | 0 | 0 | Nov 5, 2026, 3:41 PM UTC |
| HF Daily Papers | 0 | 0 | Nov 5, 2026, 3:41 PM UTC |
| OpenRouter | 0 | 0 | Nov 5, 2026, 3:41 PM UTC |
| SEC EDGAR | 7 | 3 | Nov 5, 2026, 10:30 AM UTC |
| Sequoia Capital | 7 | 2 | Nov 5, 2026, 10:00 AM UTC |
| Simon Willison | 0 | 0 | Nov 5, 2026, 3:13 PM UTC |
| TechCrunch | 7 | 3 | Nov 5, 2026, 2:30 PM UTC |
| Contracts Finder | 7 | 3 | Nov 5, 2026, 10:00 AM UTC |
| V2EX | 7 | 3 | Nov 5, 2026, 2:30 PM UTC |
- Counts describe monitored public sources, not the whole web or search demand.
- Both weeks need adequate, comparable collection coverage.
Daily history · up to 90 days
Bars show dated source mentions. The latest UTC day may be incomplete. Zero mentions and missing collection coverage are different conditions.
View accessible daily data
| UTC date | Mentions | Sources | Observations | Ranking appearances |
|---|---|---|---|---|
| 2026-10-22 | 0 | 0 | 0 | 0 |
| 2026-10-23 | 0 | 0 | 0 | 0 |
| 2026-10-24 | 0 | 0 | 0 | 0 |
| 2026-10-25 | 0 | 0 | 0 | 0 |
| 2026-10-26 | 0 | 0 | 0 | 0 |
| 2026-10-27 | 1 | 1 | 1 | 0 |
| 2026-10-28 | 2 | 1 | 1 | 0 |
| 2026-10-29 | 0 | 0 | 1 | 0 |
| 2026-10-30 | 0 | 0 | 0 | 0 |
| 2026-10-31 | 0 | 0 | 0 | 0 |
| 2026-11-01 | 0 | 0 | 0 | 0 |
| 2026-11-02 | 1 | 1 | 1 | 0 |
| 2026-11-03 | 0 | 0 | 0 | 0 |
| 2026-11-04 | 0 | 0 | 0 | 0 |
| 2026-11-05 | 0 | 0 | 0 | 0 |
![Source reference for [程序员] 在 MacBook 上跑了一套个人 AI 网关：本地 4B 路由 + 多渠道聚合. Screenshot not yet available.](/media/60c5281233783ecf66bf3d42)
Source evidence
Sources in the evidence shown：V2EX 1 · TechCrunch 3
V2EX · Published Nov 2, 2026
[程序员] 在 MacBook 上跑了一套个人 AI 网关：本地 4B 路由 + 多渠道聚合
我自己做 B2B GTM 与战略营销，平时几乎所有工作流都挂在 LLM 上。大家都在晒各种复杂的 Agent ，但我发现自己真正在主力跑、每天离不开的，其实是一套跑在 MacBook Pro 上的 个人 AI 网关 。 它现在接管了我本机全部的 LLM 调用——Cursor 、Codex CLI 、Claude Code ，还有我自己的 Agent 内容管线。 为什么要做 2026 年中，我的调用环境彻底失控了：手头十几个模型订阅和 API Key （ DeepSeek 、NVIDIA NIM 、DashScope 、Gemini 等），各个客户端和脚本直连模型，endpoint 写死在代码里。结果就是每个月都在焦虑额度，钱花在哪儿完全是一笔糊涂账。 问题不在模型，在调用失控。我要的其实就三样： 一个入口 ：所
View source record →TechCrunch · Published Oct 28, 2026
Apple’s touchscreen MacBook Pro pushes laptop pricing to a new extreme
Prepare to cough up around $14,549 if you want the new touchscreen MacBook Pro to have every upgrade.
View source record →TechCrunch · Published Oct 28, 2026
Apple launches its new touchscreen MacBook Pro
Apple's new touchscreen MacBook Pro starts at $2,899.
View source record →TechCrunch · Published Oct 27, 2026
Apple unveils new 14-inch MacBook Pro with M6 chip
The new MacBook Pro comes with 24 hours of battery life, and now features support for Wi-Fi 7 and Bluetooth 6 connectivity.
View source record →
Review priority 40 / 100
This score orders research candidates. It is not search volume, a forecast or verified commercial demand.
Evidence
12.7 / 30Distinct dated articles or first observations; repeat crawling adds nothing.
Publisher diversity
8 / 25Conservative owner grouping; syndicated copies count once.
Comparable change
0 / 20Comparable complete weeks only; no percentage from a zero baseline.
Recent evidence
11.7 / 15Latest publication or first observation, not repeated fetch time.
Name specificity
7.8 / 10Explicit entities and technical concepts outrank ambiguous acronyms.
Limitations and interpretation
- First observation is a collection milestone, not proof that a word or product is new to the world.
- Counts describe monitored public sources, not the whole web or search demand.
- First observed here is not the invention date of a name or idea.
- Candidates come from public titles, summaries and entity URLs, not verified full-text analysis.
- Owner grouping is conservative; undisclosed syndication may remain.
- An established concept or common product name retained as a baseline, not a newly invented term.
- Both weeks need adequate, comparable collection coverage.
- Sources behind this term changed or lack a comparable baseline.
- Current evidence comes from one publisher or owner.