The Kind of AI Adoption I Believe In
The article discusses the author's approach to integrating AI within creative teams. It emphasizes the importance of maintaining human agency and trust while using AI to enhance project management. The author advocates for a balanced system where AI supports human intent rather than replacing it.
- ▪Motivation in creative work comes from a balance of freedom and structure.
- ▪AI should not replace the creative agency of team members but rather support their work.
- ▪The author uses Gitea for project management to maintain control and privacy while integrating AI.
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AI, Blog, Products, Project Management, Startup, Team Management The Kind of AI Adoption I Actually Believe In May 6, 2026 One thing I’ve learned building creative and technical teams is that motivation does not come from process alone. It comes from grounded creative freedom. People do their best work when they have room to make real decisions, but within enough structure that the work connects to a shared goal. That balance creates ownership. Ownership creates motivation. And motivation creates better work than any top-down productivity system can force. That matters a lot when adopting AI. The mistake is treating AI as a replacement for the creative agency of the team.
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