Scaling DevTools Kim Maida on the DevRel Flywheel, AI, and Measuring What Matters
Jul 10, 2026
Kim Maida, a DevRel and identity expert now at Keycard, discusses agentic credential issuing and developer experience. She explores the DevRel Flywheel and how to move developers from interest to advocacy. Conversations cover AI for agents, ephemeral tokens for security, adapting docs for machines, and how to measure meaningful DevRel momentum and relationships.
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DevRel As True User Zero At Keycard
- Anecdote: At Keycard DevRel acts as user zero and dogfoods features directly into production apps.
- Kim describes testing new features in her own projects, giving immediate product feedback and seeing tangible impact unlike larger orgs.
Ephemeral Credentials Prevent Overprivileged Agents
- Insight: Keycard issues ephemeral, task-scoped credentials for AI agents to avoid standing, overprivileged access.
- Policies are evaluated pre-execution so agents receive short-lived tokens scoped to the task, reducing leak damage.
Make Docs Machine Friendly To Help Humans Too
- Do treat machine and human UX similarly by structuring information; machine-friendly docs often help humans too.
- Kim moved from skeptic to advocate after seeing structured docs and agent workflows increase her productivity despite early failures.