AiiDA
Python workflow infrastructure that submits calculations, records input–output provenance, and organizes reproducible computational research across simulation codes.
Where it fits
Automated campaigns with persistent provenance and reusable workflows.
Limits and practical considerations
It orchestrates external engines; plugins, storage and computing resources still need configuration.
Licensing and access
MIT-licensed core; external engines and plugins may have other licences.