The situation
Software knowledge lives across repositories, documents and people. DeepCrew explored how a cross-system knowledge fabric could support architecture and software-development work.
The exploration
The prototype investigated connected knowledge and multi-agent orchestration as ways to navigate technical context across systems.
What carries forward
The problem informs Sparkling's interest in evidence structures, source traceability and validation.
The architecture lesson
Connected evidence can support better investigation; an architect must still validate its interpretation and decision relevance.
Research by Dimitar Stoyanov before Sparkling was founded.
