Seedentia
Context-mediated domain adaptation in sensemaking systems
The core idea
- Users edit AI-generated artifacts
- Those edits become implicit domain specification
- Which reshapes the agent's reasoning — bidirectionally
Architecture
flowchart LR
U["User edits artifact"] -->|implicit spec| CTX["Context layer"]
CTX --> A["Agent reasoning
(FastAPI · LangGraph)"]
A -->|generated artifact| U
A <--> DB[("Supabase
Postgres + pgvector")]
UI["Next.js 15 dashboard"] --- U
Demo (recording)
Backup slide — works even without the local app running.