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Extend the embedding/PCA analysis so conclusions are not based on a single random initialization.
Expected output:
- Collect multiple seeds and trajectories for the embedding/PCA plots.
- Test whether ...
advising
diagnostics
next-sprint
rl
summer-2026
visualization
Goal: Prove that a key minted for user A cannot read or write user B s data, exercising the real user-scoped-token round
trip end to end.
Acceptance:
- [ ] A test mints keys for two users (A and B), ...
Problem
Several areas of the codebase have evolved past the specification documents. This creates confusion for new contributors
and risks incorrect assumptions about system behavior.
DATABASE.md gaps ...
enhancement
Part of the #2687 cleanup/audit wave. The BGE-M3 service appears to have two dependency manifests with overlapping but
drifting dependency declarations.
Evidence on dev
- services/bge-m3-api/requirements.txt ...
audit
dependencies
tech-debt
No new features will be added, but bugs will be fixed.
Thank you all for your help and support!
Debug, parallelize, and run the risk-sensitive RL evaluation sweep so the current results are reproducible and
reviewable.
Expected output:
- Evaluation sweep runs successfully in parallel.
- Figures ...
advising
diagnostics
experiment
next-sprint
rl
summer-2026
Goal: Add an HTTP admin endpoint authenticated by a Supabase user JWT that generates an opaque API key, stores only its
peppered hash in api_keys, and returns the plaintext exactly once.
Acceptance:
...
❯ yay -Ql rkdeveloptool-gui
rkdeveloptool-gui /usr/
rkdeveloptool-gui /usr/bin/
rkdeveloptool-gui /usr/bin/rkdeveloptool-gui
rkdeveloptool-gui /usr/share/
rkdeveloptool-gui /usr/share/applications/
rkdeveloptool-gui ...
- [ ] Test scaling down builders after 1 build
- [ ] Single Celery instance running the bash worker
All 221 tests run under jsdom + Testing Library, which can t exercise behaviors that depend on real browser APIs:
- HTML5 drag-and-drop meal reordering (only tap-to-move is unit-tested)
- Print output ...

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