Use Cases
See how different kinds of teams and individuals could use aDNA to organize their work. Each scenario follows an illustrative persona through a concrete deployment.
Solo Developer
Sam is a freelance developer working solo on 3-4 client projects simultaneously. They use AI agents heavily — for code generation, documentation…
Startup
Alex is CTO of a 12-person AI startup building a developer tool. The team ships weekly, context switches constantly between features, and relies…
Research Lab
Maya is a principal investigator running a computational biology lab with 8 researchers, 3 AI agents, and a growing mountain of experimental data. She…
Enterprise Team
Jordan manages a 50-person platform engineering organization at a financial services company. Three teams run concurrent AI-agent-assisted projects…
Educator
Sarah teaches a graduate course on AI-augmented knowledge work at a research university. Her students come from diverse backgrounds — computer…
Open Source Project
Kai maintains a popular open-source data processing library with 200+ contributors, 50 open issues, and a codebase that's outgrown any single person's…
See yourself in one of these?
The scenarios are illustrative — the path is real. Start your own vault, or find the adopter lane that fits how you work.