diff --git a/docs/dev_dashboard.html b/docs/dev_dashboard.html
index c01813a..e8831db 100644
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@@ -961,6 +961,7 @@
                   <tr><td>P1/H4 masking gate</td><td><code>app/test_pii_masking_eval.py app/test_orchestrator_masking.py app/test_evaluation_persistence.py app/test_session_turn_persistence.py</code> / <code>PLAYWRIGHT_PORT=5244 npx playwright test e2e/session-persistence.spec.ts --project=chromium-single-run --workers=1 --grep "Korean PII"</code></td><td>47 passed; 최신 보정 회귀 59 passed + DB-backed browser PII E2E 1 passed. phone/email/RRN 및 한국어 NAME/ORG raw 값이 generate/stream/evaluator payload와 client <code>text_masked</code>에 남지 않음. Optional ko recognizer fake span은 <code>[NAME]</code>/<code>[ORG]</code>로 마스킹되고 같은 문장의 phone은 후단 regex가 처리하며, adapter 실패 시에도 regex fallback이 유지된다. Synthetic ko fixture 16/16 pass, 자연 발화형 이름 라벨·자기소개와 negative control 포함, input/report schema validation, summary-only report(<code>evidence_text_included=false</code>), entity recall 1.0, forbidden substring removal 1.0, unexpected entity violations 0. 최신 브라우저 stream E2E는 한국어 이름·기관·전화번호 발화가 DB-backed <code>GET /sessions/{id}</code> 상세와 <code>/review</code> 모두에서 raw 값 없이 <code>[NAME]</code>/<code>[ORG]</code>/<code>[PHONE]</code>으로 남는지 확인한다.</td></tr>
                   <tr><td>P2a RBAC/audit/visibility</td><td><code>app.test_rbac_idor</code></td><td>11 tests OK; other learner 403, read_session audit, evaluator-only hidden, teacher session review read allowed, super_admin learner review principal is promoted to admin for evaluation/worksheet/review-status loaders, admin_access-only learner remains blocked, and learner worksheet write remains 403</td></tr>
                   <tr><td>Admin access delegation</td><td><code>C:\Users\encep\AppData\Local\Programs\Python\Python311\python.exe -X utf8 -m pytest -p no:cacheprovider app/test_admin_ops.py app/test_auth_providers.py::AuthProviderScaffoldTest::test_admin_role_can_enter_admin_console_even_with_stale_access_flag app/test_auth_providers.py::AuthProviderScaffoldTest::test_admin_role_can_enter_all_role_spaces_without_super_admin app/test_auth_providers.py::AuthProviderScaffoldTest::test_admin_access_flag_without_admin_role_does_not_enter_learner_space -q</code> / <code>npx playwright test e2e/admin.spec.ts --project=chromium-desktop --project=chromium-mobile --workers=1 --grep "approved admin without onboarding"</code> / <code>npx playwright test e2e/admin.spec.ts --project=chromium-desktop --workers=1 --grep "admin route guards"</code> / <code>npm run typecheck</code></td><td>13 backend focused passed + admin onboarding guard E2E 2 passed + latest admin route guards 2 passed + web typecheck/build passed. 실제 <code>admin</code> role은 <code>admin_access=false</code> 세션이어도 <code>can_access_role(Role.ADMIN)</code>으로 관리자 API를 열고, 승인된 관리자 또는 <code>admin_access</code> 계정은 <code>/admin*</code>에서 학습자 온보딩으로 우회하지 않는다. 최초 진입 경로도 <code>initialPathForUser</code>가 소유해 primary role이 learner/teacher인 관리자 권한 계정이 <code>/</code> 또는 로그인 완료 후 <code>/admin</code>으로 들어간다. 관리자 sidebar와 기존 workspace 전환 계약은 유지된다.</td></tr>
+                  <tr><td>OAuth/SAML admin landing</td><td><code>C:\Users\encep\AppData\Local\Programs\Python\Python311\python.exe -X utf8 -m pytest -p no:cacheprovider app/test_auth_providers.py -q</code> / public runtime restart</td><td>36 passed; OAuth/SAML callback now normalizes generic saved <code>next</code> paths such as <code>/learn</code> and <code>/teach</code> to <code>/admin</code> for admin-entitled users while preserving deep links such as <code>/learn/session/...</code>. Live proof after commit <code>998acb44</code>: local/public <code>/health</code> returned <code>prod</code>, <code>db=true</code>, <code>engine=true</code>; custom domain still serves <code>assets/index-DTYGW7ur.js</code>/<code>assets/index-BrufKgKT.css</code>; unauthenticated <code>/personas</code> remains <code>401</code>.</td></tr>
                   <tr><td>Session read-model DB readiness</td><td><code>python scripts\check-deploy-preflight.py --skip-db --env-file infra\.env.example --allow-placeholder-secrets</code> / <code>https://api-vignette.chanpaca.net/health</code></td><td>2026-06-29 prod 503 원인은 운영 DB의 <code>app.turns.provider_events</code> 컬럼 누락이었다. 운영 DB hotfix 후 <code>/teacher/dashboard</code> code path는 <code>source=database</code>로 복구됐다. 현재 <code>db.healthcheck()</code>, runtime table readiness, deploy preflight DB mode는 <code>app.turns</code> 음성 메타 컬럼 5개(<code>audio_ref</code>, <code>silence_ms</code>, <code>speech_rate</code>, <code>barge_in</code>, <code>provider_events</code>), <code>app.session_review_status</code> worksheet 컬럼, <code>app.safety_events</code> 필수 컬럼을 함께 검증한다. 2026-06-30에는 Docker Desktop/DB 중단으로 public API 530/error code 1033이 재발했지만, Docker Desktop/DB 재기동 뒤 public health가 <code>environment=prod</code>, <code>db=true</code>, <code>engine=true</code>로 복구됐다.</td></tr>
                   <tr><td>Admin usage persistence</td><td><code>python -m pytest app/test_admin_ops.py app/test_runtime_policy.py -q</code> / authenticated local public-API smoke</td><td>26 passed; <code>/admin/usage</code> returns 200 with <code>source=database</code>, <code>durable=true</code>. Cloudflare blocked raw Python public smoke with 1010, so app-level HTTP was verified against <code>127.0.0.1:8001</code> using the same prod process.</td></tr>
                   <tr><td>Synthetic health sampler</td><td><code>record_admin_health_sample()</code>, <code>record-admin-health-sample.py</code>, <code>install-health-sampler-task.ps1</code></td><td>Backend focused 31 passed. Python compile/help passed; PowerShell parser + <code>-PrintOnly</code> passed. Local one-shot appended 5 service rows to <code>app.admin_health_event</code>: status ok, engine_mode claude_cli. This remains sample history, not an SLA claim.</td></tr>