Meet developers inside their existing workflows.

The planned December 2026 open-source campaign should produce repeat usage and customer learning.

1. 01

   Discovery

   GitHub releases, technical demos, docs and reproducible fixtures → qualified visits.

2. 02

   Activation

   Agent harness recipes and MCP tooling → first successful evidence run.

3. 03

   Retention → revenue

   Repeat weekly runs → design-partner discussions → paid pilots and renewal evidence.