alvis
faf44c18fc
- Promote egreedy-v1 to active serving policy (ADR-0007): /score/egreedy + /reward/egreedy
replaces linucb-v1 endpoints after offline sim shows +10.7% mean reward (−0.548 vs −0.606)
- Replace explicit helpful/not_helpful feedback with dwell-time inferred reward (inferReward):
dismiss=−1.0, snooze=+0.1, done<15s=−0.3, done 15s–2min=+1.0, done 2–10min=+0.6, done>10min=+0.3
- Add ml/serving ε-greedy endpoints: /score/egreedy, /reward/egreedy, /stats/egreedy/{user_id}
with d=7 feature vector (base 5 + sin/cos day-of-week encoding)
- Add offline simulation framework (ml/experiments/sim): rule/LLM/claude-code judges,
two-phase score+reward, synthetic personas, task generator; results stored in sim_runs/sim_events
- Add /admin/simulations page: start runs, live-poll status, reward curve SVG, action/persona tables
- Fix egreedy day_of_week training skew: reward endpoint now uses actual dow instead of hardcoded 0
- Fix runner.py proxy bypass: httpx.Client(trust_env=False) for localhost ML calls
- Add dwellMs to TipFeedbackEvent contract and bus.test.ts fixture
- Schema: sim_runs, sim_events tables; tip_feedback gains dwell_ms, reward_milli columns
- ADR-0006: admin console framework; ADR-0007: egreedy-v1 policy selection rationale
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
38 lines
1.4 KiB
Markdown
38 lines
1.4 KiB
Markdown
# apps/admin — oO Admin Console
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Next.js 15 app. Deployed at `admin.o.alogins.net` (dev: `http://localhost:3080`).
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## Contract
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- All routes are admin-only. The Next.js middleware calls `GET /api/user/me` on every request
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and checks `role === 'admin'`. First admin is seeded via `ADMIN_SEED_EMAIL` env var at API startup.
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- Admin write actions are appended to the `admin_actions` audit log in the DB.
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## Pages
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| Route | Description |
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|-------|-------------|
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| `/` | Overview: DAU/WAU KPI cards, tips served, reaction breakdown, activation funnel |
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| `/users` | User list (paginated) |
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| `/users/:id` | User detail: identity, consents, integrations, tip stats, reward history; revoke-integration + reset-bandit actions |
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| `/audit` | Admin action audit log |
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| `/events` | Event stream viewer (stub — pending API history endpoint) |
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## Dev
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```bash
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pnpm --filter @oo/admin dev # starts on :3080
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# also run the API: pnpm --filter @oo/api dev (port 3078)
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```
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## Extraction criteria
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Stays as a Next.js app in the monorepo permanently — it's not a candidate for extraction.
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It gets richer (more pages, embedded MLflow/Grafana) but not split.
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## Known issues
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- `@tremor/react 3.x` declares a peer dep on React 18; the workspace uses React 19.
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Works in practice. Will resolve naturally when Tremor ships React 19 support or when
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we switch to Tremor v4 (which targets React 18+).
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