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Open-source AI

Developer growth on X

An open-source AI project, reaching developers in technical communities.

  • X (Twitter)
  • 400 creators
  • 650 posts
  • Within a week
Results
3B+
Impressions on XAcross the campaign
3,000+
GitHub stars gainedRecorded during the campaign
630K+
Developer engagements
650
Technical postsFrom 400 tech creators within a week

What was hard, and what we did.

The challenge

  1. The audience is developers, who aren't found in mass-reach channels
  2. Technical communities on X push back against marketing
  3. Content had to be technically deep and still shareable

What we did

  1. Chose creators by tech stack and community influence, not follower count
  2. Matched creators to the conversations developers actually have
  3. Sparked organic discussion of the GitHub project rather than ads

Featured content: what the creators posted.

Tanka · The AI memory problem
The AI memory problem127.2K views on a problem developers recognize
Tanka · Spanish-speaking developers
Spanish-speaking developers123K views reaching across languages
What we solved

Technical content brought an open-source project into developer communities and got them talking.

About the data: Each case's figures come from its own project report or content sample, with its own period and definitions, so they aren't directly comparable.

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TikTok · Instagram · YouTube creators
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