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AtlasRepo

One week of launching a solo open-source desktop agent: the real numbers

Description and use

The author launched the OpenPilot desktop agent and within a week achieved 18 GitHub stars, 4 forks, 423 Windows downloads, and 14 macOS downloads. Key takeaways: direct download links boost installs, unsigned installers deter users, tutorials are more effective than announcements, and download growth is steady.

Problem

Launching a new open-source desktop agent alone and measuring real adoption metrics.

Outcome

Within a week, the project grew from 1 to 18 stars, 0 to 4 forks, and increased downloads to 423 Windows and 14 macOS installs, demonstrating modest but real adoption.

Workflow

  • 1. Built OpenPilot as a desktop agent. 2. Added GitHub repo with README. 3. Launched on Product Hunt on Oct 9. 4. Monitored GitHub API and Product Hunt metrics. 5. Added direct Windows download link in maker comment. 6. Updated repo with LICENSE file and testing notes. 7. Communicated privacy settings and encouraged feedback.

Evidence

All of these come straight from GitHub's API and the Product Hunt page, nothing rounded up.

Source

Upvotes are not installs.

Source

The unsigned installer costs people.

Source

I'd rather write tutorials than announcements.

Source

Slow and steady is still something.

Source

OpenPilot currently sends anonymous usage data by default (app opens, feature use, token counts, no chats, files, paths or keys).

Source

  • Record date: 2026-10-15T06:41:10.919Z