ELElenaDaibunny·Oct 21, 2026Submission
Vision-Only Desktop Agents vs. API-Based: Running the Same Task Both Ways
1 points · Open discussionMininglamp-AI
Mano-P
AI & Machine Learning2026–2026
Mininglamp-AI / Mano-P
Mano-P
Mano-P: Open-source GUI-VLA agent for edge devices. #1 on OSWorld (specialized, 58.2%). Runs locally on Apple M4 Mac mini/MacBook — no data leaves your device.Mano-P 是一个开源 GUI-VLA 项目，支持在 Mac mini/MacBook 上或通过算力棒本地运行推理，实现纯视觉驱动的跨平台 GUI 自动化操作。数据完全本地处理，支持复杂多步骤任务规划与执行。
2Distinct people
3Mentions
0Explicit recommenders
2.8KGitHub stars
What to know before exploring
What it is
Mano-P: Open-source GUI-VLA agent for edge devices. #1 on OSWorld (specialized, 58.2%). Runs locally on Apple M4 Mac mini/MacBook — no data leaves your device.Mano-P 是一个开源 GUI-VLA 项目，支持在 Mac mini/MacBook 上或通过算力棒本地运行推理，实现纯视觉驱动的跨平台 GUI 自动化操作。数据完全本地处理，支持复杂多步骤任务规划与执行。
GitHub
Where it is used
No documented product use has been verified yet.
What people are saying
No recommendation phrase was found in the indexed comments.
No classified warning is attached to this page. Read the discussions before treating silence as approval.
Also in these discussions
No other repository is repeatedly linked in the same discussions.
This week on Hacker News
Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 5:04:57 PM UTC.
No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.
Mentions over time
HN mentions by week3 dated mentions
Observed mentions: 2026-04-13 06:13:20 UTC to 2026-10-21 04:11:17 UTC. Weeks start Monday, UTC.
Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.
View mention counts and date ranges
| Period | Start (UTC) | End (exclusive, UTC) | Mentions | Submissions | Comments |
|---|---|---|---|---|---|
| Apr 13 | 2026-04-13 00:00:00 UTC | 2026-04-20 00:00:00 UTC | 1 | 1 | 0 |
| Apr 20 | 2026-04-20 00:00:00 UTC | 2026-04-27 00:00:00 UTC | 0 | 0 | 0 |
| Apr 27 | 2026-04-27 00:00:00 UTC | 2026-05-04 00:00:00 UTC | 0 | 0 | 0 |
| May 4 | 2026-05-04 00:00:00 UTC | 2026-05-11 00:00:00 UTC | 0 | 0 | 0 |
| May 11 | 2026-05-11 00:00:00 UTC | 2026-05-18 00:00:00 UTC | 0 | 0 | 0 |
| May 18 | 2026-05-18 00:00:00 UTC | 2026-05-25 00:00:00 UTC | 0 | 0 | 0 |
| May 25 | 2026-05-25 00:00:00 UTC | 2026-06-01 00:00:00 UTC | 0 | 0 | 0 |
| Jun 1 | 2026-06-01 00:00:00 UTC | 2026-06-08 00:00:00 UTC | 0 | 0 | 0 |
| Jun 8 | 2026-06-08 00:00:00 UTC | 2026-06-15 00:00:00 UTC | 0 | 0 | 0 |
| Jun 15 | 2026-06-15 00:00:00 UTC | 2026-06-22 00:00:00 UTC | 0 | 0 | 0 |
| Jun 22 | 2026-06-22 00:00:00 UTC | 2026-06-29 00:00:00 UTC | 0 | 0 | 0 |
| Jun 29 | 2026-06-29 00:00:00 UTC | 2026-07-06 00:00:00 UTC | 0 | 0 | 0 |
| Jul 6 | 2026-07-06 00:00:00 UTC | 2026-07-13 00:00:00 UTC | 0 | 0 | 0 |
| Jul 13 | 2026-07-13 00:00:00 UTC | 2026-07-20 00:00:00 UTC | 0 | 0 | 0 |
| Jul 20 | 2026-07-20 00:00:00 UTC | 2026-07-27 00:00:00 UTC | 0 | 0 | 0 |
| Jul 27 | 2026-07-27 00:00:00 UTC | 2026-08-03 00:00:00 UTC | 0 | 0 | 0 |
| Aug 3 | 2026-08-03 00:00:00 UTC | 2026-08-10 00:00:00 UTC | 0 | 0 | 0 |
| Aug 10 | 2026-08-10 00:00:00 UTC | 2026-08-17 00:00:00 UTC | 0 | 0 | 0 |
| Aug 17 | 2026-08-17 00:00:00 UTC | 2026-08-24 00:00:00 UTC | 0 | 0 | 0 |
| Aug 24 | 2026-08-24 00:00:00 UTC | 2026-08-31 00:00:00 UTC | 0 | 0 | 0 |
| Aug 31 | 2026-08-31 00:00:00 UTC | 2026-09-07 00:00:00 UTC | 0 | 0 | 0 |
| Sep 7 | 2026-09-07 00:00:00 UTC | 2026-09-14 00:00:00 UTC | 0 | 0 | 0 |
| Sep 14 | 2026-09-14 00:00:00 UTC | 2026-09-21 00:00:00 UTC | 0 | 0 | 0 |
| Sep 21 | 2026-09-21 00:00:00 UTC | 2026-09-28 00:00:00 UTC | 0 | 0 | 0 |
| Sep 28 | 2026-09-28 00:00:00 UTC | 2026-10-05 00:00:00 UTC | 0 | 0 | 0 |
| Oct 5 | 2026-10-05 00:00:00 UTC | 2026-10-12 00:00:00 UTC | 0 | 0 | 0 |
| Oct 12 | 2026-10-12 00:00:00 UTC | 2026-10-19 00:00:00 UTC | 1 | 1 | 0 |
| Oct 19 | 2026-10-19 00:00:00 UTC | 2026-10-26 00:00:00 UTC | 1 | 1 | 0 |