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To measure retrieval/answer quality across backends and catch regressions:
- A data/eval/ set of documents plus known question→expected-source pairs.
- A script (or pytest marker) reporting retrieval ...
enhancement
Problem
The Hosts page registers fleet hosts with IP/host:port addresses (dashboard/apps/web/src/pages/hosts-page.tsx
lines 379–381) and Drive Health filters by selected host (drive-health-page.tsx lines ...
area:dashboard
bug
P1
Frontend developers should be able to call GraphSearch with full type safety.
- Add a small clients/typescript/ package using GraphQL Code Generator against the schema (export SDL via strawberry
...
enhancement
good first issue
answer currently blocks until the LLM finishes. Strawberry supports subscriptions over WebSockets; both the OpenAI and
Anthropic SDKs support streaming.
- Add Subscription.answerStream(question: String!): ...
enhancement
Problem
On the Self-Test page (dashboard/apps/web/src/pages/self-test-page.tsx):
- Polling calls refreshStatus() which sets loading=true every 1.5s (lines 248–260), flashing the device table to a
...
area:dashboard
bug
P1
Pure vector search misses exact keyword matches (IDs, product names, error codes). SQLite ships FTS5, so hybrid search
needs no new infrastructure:
- Add an FTS5 virtual table over chunk text in graphsearch/db.py, ...
enhancement
Documents currently carry only title and source. Add free-form tags and let queries filter by them:
- uploadDocument(..., tags: [String!]) — store tags (new SQLite table or JSON column in graphsearch/db.py). ...
enhancement
good first issue
jules
Objetivo: Crear un mecanismo de rescate si la foto es tan mala que el OCR lee un desastre, usar la capacidad de
deducción del LLM para arreglar las palabras rotas antes de guardarlas en la base de datos. ...
llm
ocr
scope::optional
Context
The ROADMAP.md has not been updated in 54+ days. Additionally, the \ounder_mode\ module is still coupled to this repo
and should be decoupled.
Action needed
1. Update ROADMAP.md with current ...

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