# MAGATAMA RunPod Heartbeat and Real Terminal Status

Date: 2026-05-07 UTC

## Scope

- MAGATAMA dashboard training modal
- RunPod serverless training status truth
- local Mac training API sanity check

## What Was Observed

Latest verified `magatamallm` run:

- job id:
  - `ad003f90-3cf9-43f6-8960-bf6c1ea85097-e2`

On Erik, the run registry recorded:

- `submitted`
- then:
  - `completed_without_model_artifact`

Registry source:

- `/opt/magatama/training-data/model-registry/training-runs.json`

Recorded warning:

- `RunPod meldete COMPLETED, aber das erwartete HuggingFace-Modellrepo wurde nicht gefunden.`

## Conclusion

This proves:

- training dataset build worked
- RunPod submit worked
- the return path still failed because no adoptable model artifact was verified

This was not just a cosmetic issue.

## Separate UI Failure

There was also a UX/runtime bug in the MAGATAMA dashboard modal:

- while RunPod stayed `IN_PROGRESS`
- or while MAGATAMA waited for artifact visibility after `COMPLETED`

the SSE stream could go quiet too long.

Result:

- browser/proxy would terminate the stream
- user only saw:
  - `network error`

even though Erik already had the more truthful internal status.

## Fix Applied

File:

- `magatama/packages/dashboard/src/server.ts`

Changes:

- added periodic SSE heartbeat messages while the RunPod status remains unchanged:
  - `⏳ RunPod arbeitet weiter (...)`
- added periodic SSE heartbeat messages while MAGATAMA checks artifact visibility:
  - `⏳ Prüfe Modellartefakt ...`

## Local Training API Recheck

Local service:

- `http://127.0.0.1:3214/health`

Verified response:

- `status = ok`
- `service = magatama-train-api`
- `running = false`
- `pid = null`

Interpretation:

- the local training/adoption API is healthy and reachable
- it is currently idle, not broken
- it is ready for adoption once a valid RunPod artifact exists

## Live Deployment

Deployed to Erik:

- rebuilt dashboard server
- rsynced:
  - `/opt/magatama/packages/dashboard/dist/server.js`
- restarted:
  - `pm2 restart magatama-dashboard`

Remote verification confirmed the new server bundle contains:

- `⏳ RunPod arbeitet weiter`

## Operational Impact

Future runs should no longer collapse into a misleading generic `network error` during long polling/verification silence.

The expected visible end states should now be the real ones:

- `completed_and_adopted`
- `completed_without_model_artifact`
- adoption failure
- worker failure

## Remaining Hard Truth

The artifact/adoption problem itself is **not fixed yet**.

Current state:

- RunPod jobs can reach `COMPLETED`
- but MAGATAMA still has no verified returned model artifact to import and version-switch

That remains the next required fix block.
