Growth systems under constraint
How to design loops when resources are scarce.
OpenWriting
Signals live on LinkedIn, X, and Instagram. Canonical ownership stays here.
How to design loops when resources are scarce.
OpenChoosing where AI compounds momentum instead of adding noise.
OpenExperience as the front door to adoption and retention.
OpenWhy I write in public to pressure-test ideas.
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