Quaudio · Azure Functions SWA
Sprint update · Debug visibility + Discogs workflow

Quaudio collection intelligence is taking shape

The Static Web App now reflects the latest sprint progress: SWA-hosted /static assets, repository-backed filtered debug logs, Discogs personal-token auto-login, and a fuller Collection Copilot dataset view of recent uploads.

thumbprints Discogs contracts event pipeline next collection copilot preview
Now live
Filtered debug actions

Debug views now focus on the executed function path, with repository-backed action entries instead of broad file-tail scanning.

In progress
Discogs workflow polish

Configured personal tokens can jump straight into a live session, and collection views are being aligned with the richer filterable table experience.

Next up
Event-driven uploads

Service Bus topics and job ids will decouple expensive processing from the upload request while preserving the richer audit trail.

Vision
Collection Copilot

A grounded assistant to explain collections, suggest tracks, and generate production ideas from sonic fingerprints.

Roadmap snapshot

Current delivery path

/api/v1
1. Thumbprints Upload responses and persistence now include `content_sha256` and `acoustic_thumbprint`.
2. Discogs contracts Function-ready request/response contracts are in place for the route migration.
3. Async events Next slice is pub/sub and job-based processing for uploads and analysis, keeping the new action log visibility intact.
4. Music embeddings Pretrained encoders such as MAEST will power similarity, discovery, and clustering.
Discogs workspace

Open the dedicated collection intelligence flow

The Discogs router now hosts authentication, collection browsing, Discogs MCP tools, and the recommendation workspace.

Upload UI
/api/v1/upload

Post audio files for analysis and inspect the returned thumbprints and raw results.

Routes map
/api/v1/routes

Browse registered endpoints with safe, truncated rendering.

Debug
/api/v1/debug

Inspect live request logs and diagnostics while the new workstreams land.

Collection Copilot
/api/v1/custom-llm

Preview recent-upload datasets and ground custom LLM responses from persisted metadata.

Discogs API
/api/v1/discogs

Existing route surface maintained while the backend moves to Azure Functions.

API health

Live status is now shown in the header

Click the green / amber / red badge in the top bar to open the full /api/v1/ping response.