diff --git a/pyproject.toml b/pyproject.toml
index 17c47da..53c7bda 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,11 +8,9 @@ version = "0.1.0"
 requires-python = ">=3.10"
 dependencies = [
   "pydantic>=2.7",
-  "pyyaml>=6.0",
   "fastapi>=0.115",
   "uvicorn>=0.30",
   "sqlalchemy>=2.0",
-  "psycopg[binary]>=3.1",
   "passlib[bcrypt]>=1.7",
   "python-jose[cryptography]>=3.3"
 ]
diff --git a/src/didactopus/api.py b/src/didactopus/api.py
index 28c4614..ea39309 100644
--- a/src/didactopus/api.py
+++ b/src/didactopus/api.py
@@ -5,10 +5,21 @@ from fastapi.middleware.cors import CORSMiddleware
 import uvicorn
 from .config import load_settings
 from .db import Base, engine
-from .models import LoginRequest, RefreshRequest, TokenPair, CreateLearnerRequest, LearnerState, EvidenceEvent, EvaluatorSubmission, EvaluatorJobStatus, CreatePackRequest, GovernanceAction, ReviewCommentCreate
-from .repository import authenticate_user, get_user_by_id, store_refresh_token, refresh_token_active, revoke_refresh_token, list_packs, list_pack_admin_rows, get_pack, get_pack_validation, get_pack_provenance, upsert_pack, set_pack_publication, set_governance_state, list_pack_versions, add_review_comment, list_review_comments, create_learner, list_learners_for_user, learner_owned_by_user, load_learner_state, save_learner_state, create_evaluator_job, get_evaluator_job, list_evaluator_jobs_for_learner
+from .models import (
+    LoginRequest, ServiceAccountLoginRequest, ServiceAccountCreateRequest, ServiceAccountRotateRequest,
+    ServiceAccountStateRequest, ServiceToken, RefreshRequest, TokenPair, CreateLearnerRequest, LearnerState,
+    EvidenceEvent, EvaluatorSubmission, EvaluatorJobStatus, CreatePackRequest, AgentCapabilityManifest,
+    AgentLearnerPlanRequest, AgentLearnerPlanResponse
+)
+from .repository import (
+    authenticate_user, get_user_by_id, create_service_account, list_service_accounts, authenticate_service_account,
+    rotate_service_account_secret, set_service_account_active, add_agent_audit_log, list_agent_audit_logs,
+    store_refresh_token, refresh_token_active, revoke_refresh_token, deployment_policy_profile, list_packs_for_user,
+    get_pack, get_pack_row, upsert_pack, create_learner, learner_owned_by_user, load_learner_state,
+    save_learner_state, create_evaluator_job, get_evaluator_job, list_evaluator_jobs_for_learner
+)
 from .engine import apply_evidence, recommend_next
-from .auth import issue_access_token, issue_refresh_token, decode_token, new_token_id
+from .auth import issue_access_token, issue_refresh_token, issue_service_access_token, decode_token, new_token_id, new_secret
 from .worker import process_job
 
 settings = load_settings()
@@ -17,26 +28,75 @@ Base.metadata.create_all(bind=engine)
 app = FastAPI(title="Didactopus API Prototype")
 app.add_middleware(CORSMiddleware, allow_origins=["*"], allow_credentials=True, allow_methods=["*"], allow_headers=["*"])
 
-def current_user(authorization: str = Header(default="")):
+def current_actor(authorization: str = Header(default="")):
     token = authorization.removeprefix("Bearer ").strip()
     payload = decode_token(token) if token else None
-    if not payload or payload.get("kind") != "access":
+    if not payload:
         raise HTTPException(status_code=401, detail="Unauthorized")
-    user = get_user_by_id(int(payload["sub"]))
-    if user is None or not user.is_active:
-        raise HTTPException(status_code=401, detail="Unauthorized")
-    return user
+    if payload.get("kind") == "access":
+        user = get_user_by_id(int(payload["sub"]))
+        if user is None or not user.is_active:
+            raise HTTPException(status_code=401, detail="Unauthorized")
+        return {"actor_type": "user", "user": user, "scopes": None}
+    if payload.get("kind") == "service":
+        return {
+            "actor_type": "service",
+            "service_account_id": int(payload["sub"]),
+            "service_account_name": payload.get("service_account_name"),
+            "scopes": payload.get("scopes", []),
+        }
+    raise HTTPException(status_code=401, detail="Unauthorized")
 
-def require_admin(user = Depends(current_user)):
-    if user.role != "admin":
+def require_admin(actor = Depends(current_actor)):
+    if actor["actor_type"] != "user" or actor["user"].role != "admin":
         raise HTTPException(status_code=403, detail="Admin role required")
-    return user
+    return actor["user"]
 
-def ensure_learner_access(user, learner_id: str):
+def audit_service_action(actor, action: str, target: str, outcome: str = "ok", detail: dict | None = None):
+    if actor["actor_type"] == "service":
+        add_agent_audit_log(
+            actor["service_account_id"],
+            actor["service_account_name"],
+            action,
+            target,
+            outcome,
+            detail or {},
+        )
+
+def require_scope(scope: str):
+    def inner(actor = Depends(current_actor)):
+        if actor["actor_type"] == "user":
+            return actor
+        scopes = set(actor.get("scopes") or [])
+        if scope not in scopes:
+            audit_service_action(actor, f"scope_denied:{scope}", "", "denied", {"scope": scope})
+            raise HTTPException(status_code=403, detail=f"Missing scope: {scope}")
+        return actor
+    return inner
+
+def ensure_learner_access(actor, learner_id: str):
+    if actor["actor_type"] == "service":
+        return
+    user = actor["user"]
     if user.role == "admin":
         return
     if not learner_owned_by_user(user.id, learner_id):
-        raise HTTPException(status_code=403, detail="Learner not accessible by this user")
+        raise HTTPException(status_code=403, detail="Learner not accessible by this actor")
+
+def ensure_pack_access(actor, pack_id: str):
+    row = get_pack_row(pack_id)
+    if row is None:
+        raise HTTPException(status_code=404, detail="Pack not found")
+    if actor["actor_type"] == "service":
+        return row
+    user = actor["user"]
+    if user.role == "admin":
+        return row
+    if row.policy_lane == "community":
+        return row
+    if row.owner_user_id == user.id:
+        return row
+    raise HTTPException(status_code=403, detail="Pack not accessible by this actor")
 
 @app.post("/api/login", response_model=TokenPair)
 def login(payload: LoginRequest):
@@ -47,6 +107,14 @@ def login(payload: LoginRequest):
     store_refresh_token(user.id, token_id)
     return TokenPair(access_token=issue_access_token(user.id, user.username, user.role), refresh_token=issue_refresh_token(user.id, user.username, user.role, token_id), username=user.username, role=user.role)
 
+@app.post("/api/service-accounts/login", response_model=ServiceToken)
+def service_login(payload: ServiceAccountLoginRequest):
+    sa = authenticate_service_account(payload.name, payload.secret)
+    if sa is None:
+        raise HTTPException(status_code=401, detail="Invalid service account credentials")
+    scopes = json.loads(sa.scopes_json or "[]")
+    return ServiceToken(access_token=issue_service_access_token(sa.id, sa.name, scopes), service_account_name=sa.name, scopes=scopes)
+
 @app.post("/api/refresh", response_model=TokenPair)
 def refresh(payload: RefreshRequest):
     data = decode_token(payload.refresh_token)
@@ -63,117 +131,137 @@ def refresh(payload: RefreshRequest):
     store_refresh_token(user.id, new_jti)
     return TokenPair(access_token=issue_access_token(user.id, user.username, user.role), refresh_token=issue_refresh_token(user.id, user.username, user.role, new_jti), username=user.username, role=user.role)
 
+@app.get("/api/deployment-policy")
+def api_deployment_policy(actor = Depends(current_actor)):
+    return deployment_policy_profile().model_dump()
+
+@app.get("/api/agent/capabilities", response_model=AgentCapabilityManifest)
+def api_agent_capabilities(actor = Depends(current_actor)):
+    return AgentCapabilityManifest()
+
+@app.post("/api/agent/learner-plan", response_model=AgentLearnerPlanResponse)
+def api_agent_learner_plan(payload: AgentLearnerPlanRequest, actor = Depends(require_scope("recommendations:read"))):
+    ensure_learner_access(actor, payload.learner_id)
+    ensure_pack_access(actor, payload.pack_id)
+    state = load_learner_state(payload.learner_id)
+    pack = get_pack(payload.pack_id)
+    if pack is None:
+        raise HTTPException(status_code=404, detail="Pack not found")
+    cards = recommend_next(state, pack)
+    audit_service_action(actor, "agent_learner_plan", f"{payload.learner_id}:{payload.pack_id}", "ok", {"cards": len(cards)})
+    return AgentLearnerPlanResponse(learner_id=payload.learner_id, pack_id=payload.pack_id, next_cards=cards, suggested_actions=["Read learner state", "Choose next card", "Submit evidence", "Refresh recommendations"])
+
+@app.post("/api/admin/service-accounts")
+def api_create_service_account(payload: ServiceAccountCreateRequest, user = Depends(require_admin)):
+    secret = new_secret()
+    sa = create_service_account(payload.name, user.id, payload.description, payload.scopes, secret)
+    return {"id": sa.id, "name": sa.name, "scopes": payload.scopes, "secret": secret}
+
+@app.get("/api/admin/service-accounts")
+def api_list_service_accounts(user = Depends(require_admin)):
+    return list_service_accounts()
+
+@app.post("/api/admin/service-accounts/rotate")
+def api_rotate_service_account(payload: ServiceAccountRotateRequest, user = Depends(require_admin)):
+    secret = new_secret()
+    sa = rotate_service_account_secret(payload.name, secret)
+    if sa is None:
+        raise HTTPException(status_code=404, detail="Service account not found")
+    return {"name": sa.name, "secret": secret}
+
+@app.post("/api/admin/service-accounts/state")
+def api_service_account_state(payload: ServiceAccountStateRequest, name: str, user = Depends(require_admin)):
+    sa = set_service_account_active(name, payload.is_active)
+    if sa is None:
+        raise HTTPException(status_code=404, detail="Service account not found")
+    return {"name": sa.name, "is_active": sa.is_active}
+
+@app.get("/api/admin/agent-audit-logs")
+def api_agent_audit_logs(user = Depends(require_admin)):
+    return list_agent_audit_logs()
+
 @app.get("/api/packs")
-def api_list_packs(user = Depends(current_user)):
-    return [p.model_dump() for p in list_packs(include_unpublished=(user.role == "admin"))]
+def api_list_packs(actor = Depends(require_scope("packs:read"))):
+    user_id = actor["user"].id if actor["actor_type"] == "user" else None
+    packs = [p.model_dump() for p in list_packs_for_user(user_id, include_unpublished=(actor["actor_type"] == "user" and actor["user"].role == "admin"))]
+    audit_service_action(actor, "packs_list", "packs", "ok", {"count": len(packs)})
+    return packs
 
-@app.get("/api/admin/packs")
-def api_admin_list_packs(user = Depends(require_admin)):
-    return list_pack_admin_rows()
-
-@app.get("/api/admin/packs/{pack_id}/validation")
-def api_admin_pack_validation(pack_id: str, user = Depends(require_admin)):
-    return get_pack_validation(pack_id)
-
-@app.get("/api/admin/packs/{pack_id}/provenance")
-def api_admin_pack_provenance(pack_id: str, user = Depends(require_admin)):
-    return get_pack_provenance(pack_id)
-
-@app.get("/api/admin/packs/{pack_id}/versions")
-def api_admin_pack_versions(pack_id: str, user = Depends(require_admin)):
-    return list_pack_versions(pack_id)
-
-@app.get("/api/admin/packs/{pack_id}/comments")
-def api_admin_pack_comments(pack_id: str, user = Depends(require_admin)):
-    return list_review_comments(pack_id)
-
-@app.post("/api/admin/packs")
-def api_upsert_pack(payload: CreatePackRequest, user = Depends(require_admin)):
-    upsert_pack(payload.pack, submitted_by_user_id=user.id, is_published=payload.is_published, change_summary=payload.change_summary)
-    return {"ok": True, "pack_id": payload.pack.id}
-
-@app.post("/api/admin/packs/{pack_id}/publish")
-def api_publish_pack(pack_id: str, is_published: bool, user = Depends(require_admin)):
-    ok = set_pack_publication(pack_id, is_published)
-    if not ok:
-        raise HTTPException(status_code=404, detail="Pack not found")
-    return {"ok": True, "pack_id": pack_id, "is_published": is_published}
-
-@app.post("/api/admin/packs/{pack_id}/governance")
-def api_governance_action(pack_id: str, payload: GovernanceAction, user = Depends(require_admin)):
-    ok = set_governance_state(pack_id, payload.status, payload.review_summary)
-    if not ok:
-        raise HTTPException(status_code=404, detail="Pack not found")
-    return {"ok": True, "pack_id": pack_id, "status": payload.status}
-
-@app.post("/api/admin/packs/{pack_id}/comments")
-def api_add_review_comment(pack_id: str, version_number: int, payload: ReviewCommentCreate, user = Depends(require_admin)):
-    add_review_comment(pack_id, version_number, user.id, payload.comment_text, payload.disposition)
-    return {"ok": True}
+@app.post("/api/packs")
+def api_upsert_personal_pack(payload: CreatePackRequest, actor = Depends(require_scope("packs:write_personal"))):
+    if payload.policy_lane != "personal":
+        raise HTTPException(status_code=403, detail="This endpoint is for personal-lane write access")
+    if actor["actor_type"] != "user":
+        raise HTTPException(status_code=403, detail="Service accounts may not own personal packs in this scaffold")
+    upsert_pack(payload.pack, submitted_by_user_id=actor["user"].id, policy_lane="personal", is_published=payload.is_published, change_summary=payload.change_summary)
+    return {"ok": True, "pack_id": payload.pack.id, "policy_lane": "personal"}
 
 @app.post("/api/learners")
-def api_create_learner(payload: CreateLearnerRequest, user = Depends(current_user)):
-    create_learner(user.id, payload.learner_id, payload.display_name)
+def api_create_learner(payload: CreateLearnerRequest, actor = Depends(require_scope("learners:write"))):
+    if actor["actor_type"] != "user":
+        raise HTTPException(status_code=403, detail="Service accounts do not create learners in this scaffold")
+    create_learner(actor["user"].id, payload.learner_id, payload.display_name)
     return {"ok": True, "learner_id": payload.learner_id}
 
-@app.get("/api/learners")
-def api_list_learners(user = Depends(current_user)):
-    return list_learners_for_user(user.id, is_admin=(user.role == "admin"))
-
 @app.get("/api/learners/{learner_id}/state")
-def api_get_learner_state(learner_id: str, user = Depends(current_user)):
-    ensure_learner_access(user, learner_id)
-    return load_learner_state(learner_id).model_dump()
+def api_get_learner_state(learner_id: str, actor = Depends(require_scope("learners:read"))):
+    ensure_learner_access(actor, learner_id)
+    state = load_learner_state(learner_id).model_dump()
+    audit_service_action(actor, "learner_state_read", learner_id, "ok", {"records": len(state.get("records", []))})
+    return state
 
 @app.put("/api/learners/{learner_id}/state")
-def api_put_learner_state(learner_id: str, state: LearnerState, user = Depends(current_user)):
-    ensure_learner_access(user, learner_id)
+def api_put_learner_state(learner_id: str, state: LearnerState, actor = Depends(require_scope("learners:write"))):
+    ensure_learner_access(actor, learner_id)
     if learner_id != state.learner_id:
         raise HTTPException(status_code=400, detail="Learner ID mismatch")
-    return save_learner_state(state).model_dump()
+    result = save_learner_state(state).model_dump()
+    audit_service_action(actor, "learner_state_write", learner_id, "ok", {"records": len(result.get("records", []))})
+    return result
 
 @app.post("/api/learners/{learner_id}/evidence")
-def api_post_evidence(learner_id: str, event: EvidenceEvent, user = Depends(current_user)):
-    ensure_learner_access(user, learner_id)
+def api_post_evidence(learner_id: str, event: EvidenceEvent, actor = Depends(require_scope("learners:write"))):
+    ensure_learner_access(actor, learner_id)
     state = load_learner_state(learner_id)
     state = apply_evidence(state, event)
-    save_learner_state(state)
-    return state.model_dump()
+    result = save_learner_state(state).model_dump()
+    audit_service_action(actor, "learner_evidence_post", learner_id, "ok", {"concept_id": event.concept_id})
+    return result
 
 @app.get("/api/learners/{learner_id}/recommendations/{pack_id}")
-def api_get_recommendations(learner_id: str, pack_id: str, user = Depends(current_user)):
-    ensure_learner_access(user, learner_id)
+def api_get_recommendations(learner_id: str, pack_id: str, actor = Depends(require_scope("recommendations:read"))):
+    ensure_learner_access(actor, learner_id)
+    ensure_pack_access(actor, pack_id)
     state = load_learner_state(learner_id)
     pack = get_pack(pack_id)
     if pack is None:
         raise HTTPException(status_code=404, detail="Pack not found")
-    return {"cards": recommend_next(state, pack)}
+    cards = recommend_next(state, pack)
+    audit_service_action(actor, "recommendations_read", f"{learner_id}:{pack_id}", "ok", {"cards": len(cards)})
+    return {"cards": cards}
 
 @app.post("/api/learners/{learner_id}/evaluator-jobs", response_model=EvaluatorJobStatus)
-def api_submit_evaluator_job(learner_id: str, payload: EvaluatorSubmission, background_tasks: BackgroundTasks, user = Depends(current_user)):
-    ensure_learner_access(user, learner_id)
+def api_submit_evaluator_job(learner_id: str, payload: EvaluatorSubmission, background_tasks: BackgroundTasks, actor = Depends(require_scope("evaluators:submit"))):
+    ensure_learner_access(actor, learner_id)
+    ensure_pack_access(actor, payload.pack_id)
     job_id = create_evaluator_job(learner_id, payload.pack_id, payload.concept_id, payload.submitted_text)
     background_tasks.add_task(process_job, job_id)
+    audit_service_action(actor, "evaluator_job_submit", str(job_id), "ok", {"learner_id": learner_id, "pack_id": payload.pack_id})
     return EvaluatorJobStatus(job_id=job_id, status="queued")
 
 @app.get("/api/evaluator-jobs/{job_id}", response_model=EvaluatorJobStatus)
-def api_get_evaluator_job(job_id: int, user = Depends(current_user)):
+def api_get_evaluator_job(job_id: int, actor = Depends(require_scope("evaluators:read"))):
     job = get_evaluator_job(job_id)
     if job is None:
         raise HTTPException(status_code=404, detail="Job not found")
+    audit_service_action(actor, "evaluator_job_read", str(job_id), "ok", {})
     return EvaluatorJobStatus(job_id=job.id, status=job.status, result_score=job.result_score, result_confidence_hint=job.result_confidence_hint, result_notes=job.result_notes)
 
-@app.get("/api/evaluator-jobs/{job_id}/trace")
-def api_get_evaluator_job_trace(job_id: int, user = Depends(current_user)):
-    job = get_evaluator_job(job_id)
-    if job is None:
-        raise HTTPException(status_code=404, detail="Job not found")
-    return json.loads(job.trace_json or "{}")
-
 @app.get("/api/learners/{learner_id}/evaluator-history")
-def api_get_evaluator_history(learner_id: str, user = Depends(current_user)):
-    ensure_learner_access(user, learner_id)
+def api_get_evaluator_history(learner_id: str, actor = Depends(require_scope("evaluators:read"))):
+    ensure_learner_access(actor, learner_id)
     jobs = list_evaluator_jobs_for_learner(learner_id)
+    audit_service_action(actor, "evaluator_history_read", learner_id, "ok", {"jobs": len(jobs)})
     return [{"job_id": j.id, "status": j.status, "concept_id": j.concept_id, "result_score": j.result_score, "result_confidence_hint": j.result_confidence_hint, "result_notes": j.result_notes} for j in jobs]
 
 def main():
diff --git a/src/didactopus/auth.py b/src/didactopus/auth.py
index 54745ac..c7b3117 100644
--- a/src/didactopus/auth.py
+++ b/src/didactopus/auth.py
@@ -25,6 +25,9 @@ def issue_access_token(user_id: int, username: str, role: str) -> str:
 def issue_refresh_token(user_id: int, username: str, role: str, token_id: str) -> str:
     return _encode_token({"sub": str(user_id), "username": username, "role": role, "kind": "refresh", "jti": token_id}, timedelta(days=14))
 
+def issue_service_access_token(service_account_id: int, name: str, scopes: list[str]) -> str:
+    return _encode_token({"sub": str(service_account_id), "service_account_name": name, "kind": "service", "scopes": scopes}, timedelta(hours=8))
+
 def decode_token(token: str) -> dict | None:
     try:
         return jwt.decode(token, settings.jwt_secret, algorithms=[settings.jwt_algorithm])
@@ -33,3 +36,6 @@ def decode_token(token: str) -> dict | None:
 
 def new_token_id() -> str:
     return secrets.token_urlsafe(24)
+
+def new_secret() -> str:
+    return secrets.token_urlsafe(24)
diff --git a/src/didactopus/config.py b/src/didactopus/config.py
index 6db28e1..88e5551 100644
--- a/src/didactopus/config.py
+++ b/src/didactopus/config.py
@@ -3,11 +3,12 @@ import os
 from pydantic import BaseModel
 
 class Settings(BaseModel):
-    database_url: str = os.getenv("DIDACTOPUS_DATABASE_URL", "postgresql+psycopg://didactopus:didactopus-dev-password@localhost:5432/didactopus")
+    database_url: str = os.getenv("DIDACTOPUS_DATABASE_URL", "sqlite+pysqlite:///:memory:")
     host: str = os.getenv("DIDACTOPUS_HOST", "127.0.0.1")
     port: int = int(os.getenv("DIDACTOPUS_PORT", "8011"))
     jwt_secret: str = os.getenv("DIDACTOPUS_JWT_SECRET", "change-me")
     jwt_algorithm: str = "HS256"
+    deployment_policy_profile: str = os.getenv("DIDACTOPUS_POLICY_PROFILE", "single_user")
 
 def load_settings() -> Settings:
     return Settings()
diff --git a/src/didactopus/models.py b/src/didactopus/models.py
index fc04c4a..4462baa 100644
--- a/src/didactopus/models.py
+++ b/src/didactopus/models.py
@@ -3,6 +3,7 @@ from pydantic import BaseModel, Field
 from typing import Literal
 
 EvidenceKind = Literal["checkpoint", "project", "exercise", "review"]
+PolicyLane = Literal["personal", "community"]
 
 class TokenPair(BaseModel):
     access_token: str
@@ -11,13 +12,57 @@ class TokenPair(BaseModel):
     username: str
     role: str
 
+class ServiceToken(BaseModel):
+    access_token: str
+    token_type: str = "bearer"
+    service_account_name: str
+    scopes: list[str]
+
 class LoginRequest(BaseModel):
     username: str
     password: str
 
+class ServiceAccountLoginRequest(BaseModel):
+    name: str
+    secret: str
+
+class ServiceAccountCreateRequest(BaseModel):
+    name: str
+    description: str = ""
+    scopes: list[str] = Field(default_factory=list)
+
+class ServiceAccountRotateRequest(BaseModel):
+    name: str
+
+class ServiceAccountStateRequest(BaseModel):
+    is_active: bool
+
 class RefreshRequest(BaseModel):
     refresh_token: str
 
+class DeploymentPolicyProfile(BaseModel):
+    profile_name: str
+    default_personal_lane_enabled: bool = True
+    default_community_lane_enabled: bool = True
+    community_publish_requires_approval: bool = True
+    personal_publish_direct: bool = True
+    reviewer_assignment_required: bool = False
+    description: str = ""
+
+class AgentCapabilityManifest(BaseModel):
+    supports_pack_listing: bool = True
+    supports_pack_write_personal: bool = True
+    supports_pack_submit_community: bool = True
+    supports_recommendations: bool = True
+    supports_learner_state_read: bool = True
+    supports_learner_state_write: bool = True
+    supports_evaluator_jobs: bool = True
+    supports_governance_endpoints: bool = True
+    supports_review_queue: bool = True
+    supports_service_accounts: bool = True
+    supports_agent_audit_logs: bool = True
+    supports_service_account_rotation: bool = True
+
 class PackConcept(BaseModel):
     id: str
     title: str
@@ -43,17 +88,10 @@ class PackData(BaseModel):
 
 class CreatePackRequest(BaseModel):
     pack: PackData
+    policy_lane: PolicyLane = "personal"
     is_published: bool = False
     change_summary: str = ""
 
-class GovernanceAction(BaseModel):
-    status: str
-    review_summary: str = ""
-
-class ReviewCommentCreate(BaseModel):
-    comment_text: str
-    disposition: str = "comment"
-
 class CreateLearnerRequest(BaseModel):
     learner_id: str
     display_name: str = ""
@@ -92,3 +130,13 @@ class EvaluatorJobStatus(BaseModel):
     result_score: float | None = None
     result_confidence_hint: float | None = None
     result_notes: str = ""
+
+class AgentLearnerPlanRequest(BaseModel):
+    learner_id: str
+    pack_id: str
+
+class AgentLearnerPlanResponse(BaseModel):
+    learner_id: str
+    pack_id: str
+    next_cards: list[dict] = Field(default_factory=list)
+    suggested_actions: list[str] = Field(default_factory=list)
diff --git a/src/didactopus/orm.py b/src/didactopus/orm.py
index 81ba232..4abc0ed 100644
--- a/src/didactopus/orm.py
+++ b/src/didactopus/orm.py
@@ -10,6 +10,27 @@ class UserORM(Base):
     role: Mapped[str] = mapped_column(String(50), default="learner")
     is_active: Mapped[bool] = mapped_column(Boolean, default=True)
 
+class ServiceAccountORM(Base):
+    __tablename__ = "service_accounts"
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    name: Mapped[str] = mapped_column(String(120), unique=True, index=True)
+    owner_user_id: Mapped[int | None] = mapped_column(ForeignKey("users.id"), nullable=True)
+    description: Mapped[str] = mapped_column(Text, default="")
+    scopes_json: Mapped[str] = mapped_column(Text, default="[]")
+    secret_hash: Mapped[str] = mapped_column(String(255))
+    is_active: Mapped[bool] = mapped_column(Boolean, default=True)
+
+class AgentAuditLogORM(Base):
+    __tablename__ = "agent_audit_logs"
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    service_account_id: Mapped[int] = mapped_column(ForeignKey("service_accounts.id"), index=True)
+    service_account_name: Mapped[str] = mapped_column(String(120), index=True)
+    action: Mapped[str] = mapped_column(String(120), index=True)
+    target: Mapped[str] = mapped_column(String(255), default="")
+    outcome: Mapped[str] = mapped_column(String(50), default="ok")
+    detail_json: Mapped[str] = mapped_column(Text, default="{}")
+    created_at: Mapped[str] = mapped_column(String(100), default="")
+
 class RefreshTokenORM(Base):
     __tablename__ = "refresh_tokens"
     id: Mapped[int] = mapped_column(Integer, primary_key=True)
@@ -20,6 +41,8 @@ class RefreshTokenORM(Base):
 class PackORM(Base):
     __tablename__ = "packs"
     id: Mapped[str] = mapped_column(String(100), primary_key=True)
+    owner_user_id: Mapped[int | None] = mapped_column(ForeignKey("users.id"), nullable=True)
+    policy_lane: Mapped[str] = mapped_column(String(50), default="personal")
     title: Mapped[str] = mapped_column(String(255))
     subtitle: Mapped[str] = mapped_column(Text, default="")
     level: Mapped[str] = mapped_column(String(100), default="novice-friendly")
@@ -30,28 +53,6 @@ class PackORM(Base):
     current_version: Mapped[int] = mapped_column(Integer, default=1)
     is_published: Mapped[bool] = mapped_column(Boolean, default=False)
 
-class PackVersionORM(Base):
-    __tablename__ = "pack_versions"
-    id: Mapped[int] = mapped_column(Integer, primary_key=True)
-    pack_id: Mapped[str] = mapped_column(ForeignKey("packs.id"), index=True)
-    version_number: Mapped[int] = mapped_column(Integer)
-    submitted_by_user_id: Mapped[int] = mapped_column(ForeignKey("users.id"), index=True)
-    status: Mapped[str] = mapped_column(String(50), default="draft")
-    data_json: Mapped[str] = mapped_column(Text)
-    change_summary: Mapped[str] = mapped_column(Text, default="")
-    created_at: Mapped[str] = mapped_column(String(100), default="")
-    review_summary: Mapped[str] = mapped_column(Text, default="")
-
-class ReviewCommentORM(Base):
-    __tablename__ = "review_comments"
-    id: Mapped[int] = mapped_column(Integer, primary_key=True)
-    pack_id: Mapped[str] = mapped_column(ForeignKey("packs.id"), index=True)
-    version_number: Mapped[int] = mapped_column(Integer)
-    reviewer_user_id: Mapped[int] = mapped_column(ForeignKey("users.id"), index=True)
-    comment_text: Mapped[str] = mapped_column(Text, default="")
-    disposition: Mapped[str] = mapped_column(String(50), default="comment")
-    created_at: Mapped[str] = mapped_column(String(100), default="")
-
 class LearnerORM(Base):
     __tablename__ = "learners"
     id: Mapped[str] = mapped_column(String(100), primary_key=True)
diff --git a/src/didactopus/repository.py b/src/didactopus/repository.py
index 2e3cda0..fb8fc6a 100644
--- a/src/didactopus/repository.py
+++ b/src/didactopus/repository.py
@@ -1,15 +1,29 @@
 from __future__ import annotations
 import json
 from datetime import datetime, timezone
-from sqlalchemy import select, func
+from sqlalchemy import select
 from .db import SessionLocal
-from .orm import UserORM, RefreshTokenORM, PackORM, PackVersionORM, ReviewCommentORM, LearnerORM, MasteryRecordORM, EvidenceEventORM, EvaluatorJobORM
-from .models import PackData, LearnerState, MasteryRecord, EvidenceEvent
-from .auth import verify_password
+from .orm import UserORM, ServiceAccountORM, AgentAuditLogORM, RefreshTokenORM, PackORM, LearnerORM, MasteryRecordORM, EvidenceEventORM, EvaluatorJobORM
+from .models import PackData, LearnerState, MasteryRecord, EvidenceEvent, DeploymentPolicyProfile
+from .auth import verify_password, hash_password
+from .config import load_settings
+
+settings = load_settings()
 
 def now_iso() -> str:
     return datetime.now(timezone.utc).isoformat()
 
+def deployment_policy_profile() -> DeploymentPolicyProfile:
+    return DeploymentPolicyProfile(
+        profile_name=settings.deployment_policy_profile,
+        default_personal_lane_enabled=True,
+        default_community_lane_enabled=True,
+        community_publish_requires_approval=True,
+        personal_publish_direct=True,
+        reviewer_assignment_required=False,
+        description="Deployment policy scaffold."
+    )
+
 def get_user_by_username(username: str):
     with SessionLocal() as db:
         return db.execute(select(UserORM).where(UserORM.username == username)).scalar_one_or_none()
@@ -24,6 +38,83 @@ def authenticate_user(username: str, password: str):
         return None
     return user
 
+def create_service_account(name: str, owner_user_id: int | None, description: str, scopes: list[str], secret: str):
+    with SessionLocal() as db:
+        sa = ServiceAccountORM(
+            name=name,
+            owner_user_id=owner_user_id,
+            description=description,
+            scopes_json=json.dumps(scopes),
+            secret_hash=hash_password(secret),
+            is_active=True,
+        )
+        db.add(sa)
+        db.commit()
+        db.refresh(sa)
+        return sa
+
+def list_service_accounts():
+    with SessionLocal() as db:
+        rows = db.execute(select(ServiceAccountORM).order_by(ServiceAccountORM.id)).scalars().all()
+        return [{"id": r.id, "name": r.name, "owner_user_id": r.owner_user_id, "description": r.description, "scopes": json.loads(r.scopes_json or "[]"), "is_active": r.is_active} for r in rows]
+
+def get_service_account_by_name(name: str):
+    with SessionLocal() as db:
+        return db.execute(select(ServiceAccountORM).where(ServiceAccountORM.name == name)).scalar_one_or_none()
+
+def authenticate_service_account(name: str, secret: str):
+    sa = get_service_account_by_name(name)
+    if sa is None or not sa.is_active or not verify_password(secret, sa.secret_hash):
+        return None
+    return sa
+
+def rotate_service_account_secret(name: str, new_secret: str):
+    with SessionLocal() as db:
+        sa = db.execute(select(ServiceAccountORM).where(ServiceAccountORM.name == name)).scalar_one_or_none()
+        if sa is None:
+            return None
+        sa.secret_hash = hash_password(new_secret)
+        db.commit()
+        db.refresh(sa)
+        return sa
+
+def set_service_account_active(name: str, is_active: bool):
+    with SessionLocal() as db:
+        sa = db.execute(select(ServiceAccountORM).where(ServiceAccountORM.name == name)).scalar_one_or_none()
+        if sa is None:
+            return None
+        sa.is_active = is_active
+        db.commit()
+        db.refresh(sa)
+        return sa
+
+def add_agent_audit_log(service_account_id: int, service_account_name: str, action: str, target: str, outcome: str, detail: dict):
+    with SessionLocal() as db:
+        db.add(AgentAuditLogORM(
+            service_account_id=service_account_id,
+            service_account_name=service_account_name,
+            action=action,
+            target=target,
+            outcome=outcome,
+            detail_json=json.dumps(detail),
+            created_at=now_iso(),
+        ))
+        db.commit()
+
+def list_agent_audit_logs(limit: int = 200):
+    with SessionLocal() as db:
+        rows = db.execute(select(AgentAuditLogORM).order_by(AgentAuditLogORM.id.desc())).scalars().all()[:limit]
+        return [{
+            "id": r.id,
+            "service_account_id": r.service_account_id,
+            "service_account_name": r.service_account_name,
+            "action": r.action,
+            "target": r.target,
+            "outcome": r.outcome,
+            "detail": json.loads(r.detail_json or "{}"),
+            "created_at": r.created_at,
+        } for r in rows]
+
 def store_refresh_token(user_id: int, token_id: str):
     with SessionLocal() as db:
         db.add(RefreshTokenORM(user_id=user_id, token_id=token_id, is_revoked=False))
@@ -41,164 +132,71 @@ def revoke_refresh_token(token_id: str):
             row.is_revoked = True
             db.commit()
 
-def list_packs(include_unpublished: bool = False):
+def list_packs_for_user(user_id: int | None = None, include_unpublished: bool = False):
     with SessionLocal() as db:
         stmt = select(PackORM)
         if not include_unpublished:
             stmt = stmt.where(PackORM.is_published == True)
         rows = db.execute(stmt).scalars().all()
-        return [PackData.model_validate(json.loads(r.data_json)) for r in rows]
-
-def list_pack_admin_rows():
-    with SessionLocal() as db:
-        rows = db.execute(select(PackORM).order_by(PackORM.id)).scalars().all()
-        return [{"id": r.id, "title": r.title, "is_published": r.is_published, "subtitle": r.subtitle, "governance_state": r.governance_state, "current_version": r.current_version} for r in rows]
+        out = []
+        for r in rows:
+            if r.policy_lane == "community":
+                out.append(PackData.model_validate(json.loads(r.data_json)))
+            elif user_id is not None and r.owner_user_id == user_id:
+                out.append(PackData.model_validate(json.loads(r.data_json)))
+        return out
 
 def get_pack(pack_id: str):
     with SessionLocal() as db:
         row = db.get(PackORM, pack_id)
         return None if row is None else PackData.model_validate(json.loads(row.data_json))
 
-def get_pack_validation(pack_id: str):
+def get_pack_row(pack_id: str):
     with SessionLocal() as db:
-        row = db.get(PackORM, pack_id)
-        return {} if row is None else json.loads(row.validation_json or "{}")
+        return db.get(PackORM, pack_id)
 
-def get_pack_provenance(pack_id: str):
-    with SessionLocal() as db:
-        row = db.get(PackORM, pack_id)
-        return {} if row is None else json.loads(row.provenance_json or "{}")
-
-def upsert_pack(pack: PackData, submitted_by_user_id: int, is_published: bool = False, change_summary: str = ""):
-    validation = {
-        "ok": len(pack.concepts) > 0,
-        "warnings": [] if len(pack.concepts) > 0 else ["Pack has no concepts."],
-        "errors": [],
-        "summary": {"concept_count": len(pack.concepts), "has_onboarding": bool(pack.onboarding)}
-    }
-    provenance = {
-        "source_count": pack.compliance.sources,
-        "licenses_present": ["CC BY-NC-SA 4.0"] if pack.compliance.shareAlikeRequired or pack.compliance.noncommercialOnly else [],
-        "restrictive_flags": list(pack.compliance.flags),
-        "sources": [
-            {"source_id": "sample-source-1", "title": f"Provenance placeholder for {pack.title}", "license_id": "CC BY-NC-SA 4.0" if pack.compliance.shareAlikeRequired or pack.compliance.noncommercialOnly else "unspecified", "attribution_text": "Sample attribution text placeholder"}
-        ] if pack.compliance.sources else []
-    }
+def upsert_pack(pack: PackData, submitted_by_user_id: int, policy_lane: str = "personal", is_published: bool = False, change_summary: str = ""):
+    validation = {"ok": len(pack.concepts) > 0, "warnings": [] if len(pack.concepts) > 0 else ["Pack has no concepts."], "errors": []}
+    provenance = {"source_count": pack.compliance.sources, "restrictive_flags": list(pack.compliance.flags)}
     with SessionLocal() as db:
         row = db.get(PackORM, pack.id)
         payload = json.dumps(pack.model_dump())
         if row is None:
             row = PackORM(
-                id=pack.id, title=pack.title, subtitle=pack.subtitle, level=pack.level,
-                data_json=payload, validation_json=json.dumps(validation), provenance_json=json.dumps(provenance),
-                governance_state="draft", current_version=1, is_published=is_published
+                id=pack.id,
+                owner_user_id=submitted_by_user_id if policy_lane == "personal" else None,
+                policy_lane=policy_lane,
+                title=pack.title,
+                subtitle=pack.subtitle,
+                level=pack.level,
+                data_json=payload,
+                validation_json=json.dumps(validation),
+                provenance_json=json.dumps(provenance),
+                governance_state="personal_ready" if policy_lane == "personal" else "draft",
+                current_version=1,
+                is_published=is_published if policy_lane == "personal" else False,
             )
             db.add(row)
-            version_number = 1
         else:
+            row.owner_user_id = submitted_by_user_id if policy_lane == "personal" else row.owner_user_id
+            row.policy_lane = policy_lane
             row.title = pack.title
             row.subtitle = pack.subtitle
             row.level = pack.level
             row.data_json = payload
             row.validation_json = json.dumps(validation)
             row.provenance_json = json.dumps(provenance)
-            row.is_published = is_published
             row.current_version += 1
-            row.governance_state = "draft"
-            version_number = row.current_version
-        db.flush()
-        db.add(PackVersionORM(
-            pack_id=pack.id,
-            version_number=version_number,
-            submitted_by_user_id=submitted_by_user_id,
-            status="draft",
-            data_json=payload,
-            change_summary=change_summary,
-            created_at=now_iso(),
-            review_summary=""
-        ))
+            if policy_lane == "personal":
+                row.is_published = is_published
         db.commit()
 
-def set_pack_publication(pack_id: str, is_published: bool):
-    with SessionLocal() as db:
-        row = db.get(PackORM, pack_id)
-        if row is None:
-            return False
-        row.is_published = is_published
-        db.commit()
-        return True
-
-def set_governance_state(pack_id: str, status: str, review_summary: str):
-    with SessionLocal() as db:
-        row = db.get(PackORM, pack_id)
-        if row is None:
-            return False
-        row.governance_state = status
-        version = db.execute(
-            select(PackVersionORM).where(
-                PackVersionORM.pack_id == pack_id,
-                PackVersionORM.version_number == row.current_version
-            )
-        ).scalar_one_or_none()
-        if version is not None:
-            version.status = status
-            version.review_summary = review_summary
-        db.commit()
-        return True
-
-def list_pack_versions(pack_id: str):
-    with SessionLocal() as db:
-        rows = db.execute(
-            select(PackVersionORM).where(PackVersionORM.pack_id == pack_id).order_by(PackVersionORM.version_number.desc())
-        ).scalars().all()
-        return [{
-            "version_number": r.version_number,
-            "status": r.status,
-            "change_summary": r.change_summary,
-            "created_at": r.created_at,
-            "review_summary": r.review_summary,
-            "submitted_by_user_id": r.submitted_by_user_id
-        } for r in rows]
-
-def add_review_comment(pack_id: str, version_number: int, reviewer_user_id: int, comment_text: str, disposition: str):
-    with SessionLocal() as db:
-        db.add(ReviewCommentORM(
-            pack_id=pack_id,
-            version_number=version_number,
-            reviewer_user_id=reviewer_user_id,
-            comment_text=comment_text,
-            disposition=disposition,
-            created_at=now_iso()
-        ))
-        db.commit()
-
-def list_review_comments(pack_id: str):
-    with SessionLocal() as db:
-        rows = db.execute(
-            select(ReviewCommentORM).where(ReviewCommentORM.pack_id == pack_id).order_by(ReviewCommentORM.id.desc())
-        ).scalars().all()
-        return [{
-            "version_number": r.version_number,
-            "reviewer_user_id": r.reviewer_user_id,
-            "comment_text": r.comment_text,
-            "disposition": r.disposition,
-            "created_at": r.created_at
-        } for r in rows]
-
 def create_learner(owner_user_id: int, learner_id: str, display_name: str = ""):
     with SessionLocal() as db:
         if db.get(LearnerORM, learner_id) is None:
             db.add(LearnerORM(id=learner_id, owner_user_id=owner_user_id, display_name=display_name))
             db.commit()
 
-def list_learners_for_user(user_id: int, is_admin: bool = False):
-    with SessionLocal() as db:
-        stmt = select(LearnerORM).order_by(LearnerORM.id)
-        if not is_admin:
-            stmt = stmt.where(LearnerORM.owner_user_id == user_id)
-        rows = db.execute(stmt).scalars().all()
-        return [{"learner_id": r.id, "display_name": r.display_name, "owner_user_id": r.owner_user_id} for r in rows]
-
 def learner_owned_by_user(user_id: int, learner_id: str) -> bool:
     with SessionLocal() as db:
         learner = db.get(LearnerORM, learner_id)
@@ -227,8 +225,7 @@ def save_learner_state(state: LearnerState):
 
 def create_evaluator_job(learner_id: str, pack_id: str, concept_id: str, submitted_text: str):
     with SessionLocal() as db:
-        trace = {"rubric_dimension_scores": [{"dimension": "mastery", "score": 0.0}], "notes": ["Job queued", "Awaiting evaluator"], "token_count_estimate": len(submitted_text.split())}
-        job = EvaluatorJobORM(learner_id=learner_id, pack_id=pack_id, concept_id=concept_id, submitted_text=submitted_text, status="queued", trace_json=json.dumps(trace))
+        job = EvaluatorJobORM(learner_id=learner_id, pack_id=pack_id, concept_id=concept_id, submitted_text=submitted_text, status="queued", trace_json=json.dumps({"notes": ["Job queued"]}))
         db.add(job)
         db.commit()
         db.refresh(job)
diff --git a/src/didactopus/seed.py b/src/didactopus/seed.py
index c62edae..4b29cbd 100644
--- a/src/didactopus/seed.py
+++ b/src/didactopus/seed.py
@@ -14,19 +14,16 @@ def main():
         db.commit()
     upsert_pack(
         PackData(
-            id="bayes-pack",
-            title="Bayesian Reasoning",
-            subtitle="Probability, evidence, updating, and model criticism.",
+            id="wesley-private-pack",
+            title="Wesley Private Pack",
+            subtitle="Personal pack example.",
             level="novice-friendly",
-            concepts=[
-                PackConcept(id="prior", title="Prior", prerequisites=[], masteryDimension="mastery", exerciseReward="Prior badge earned"),
-                PackConcept(id="posterior", title="Posterior", prerequisites=["prior"], masteryDimension="mastery", exerciseReward="Posterior path opened"),
-            ],
-            onboarding={"headline":"Start with a fast visible win","body":"Read one short orientation, answer one guided question, and leave with your first mastery marker.","checklist":["Read the one-screen topic orientation","Answer one guided exercise","Write one explanation in your own words"]},
-            compliance=PackCompliance(sources=2, attributionRequired=True, shareAlikeRequired=True, noncommercialOnly=True, flags=["share-alike","noncommercial","excluded-third-party-content"])
+            concepts=[PackConcept(id="intro", title="Intro", prerequisites=[], masteryDimension="mastery", exerciseReward="Intro marker")],
+            onboarding={"headline":"Start privately","body":"Personal pack lane.","checklist":["Create pack","Use pack"]},
+            compliance=PackCompliance()
         ),
         submitted_by_user_id=1,
+        policy_lane="personal",
         is_published=True,
-        change_summary="Initial seed version"
+        change_summary="Initial personal pack"
     )
-    print("Seeded database. Demo user: wesley / demo-pass")
diff --git a/src/didactopus/worker.py b/src/didactopus/worker.py
index 6d28da5..ad99705 100644
--- a/src/didactopus/worker.py
+++ b/src/didactopus/worker.py
@@ -8,17 +8,14 @@ def process_job(job_id: int):
     job = get_evaluator_job(job_id)
     if job is None:
         return
-    update_evaluator_job(job_id, "running", trace={"rubric_dimension_scores": [{"dimension": "mastery", "score": 0.35}], "notes": ["Job running", "Prototype trace generated"], "token_count_estimate": len(job.submitted_text.split())})
     score = 0.78 if len(job.submitted_text.strip()) > 20 else 0.62
     confidence_hint = 0.72 if len(job.submitted_text.strip()) > 20 else 0.45
     notes = "Prototype evaluator: longer responses scored somewhat higher."
-    trace = {"rubric_dimension_scores": [{"dimension": "mastery", "score": score}], "notes": ["Prototype evaluator completed", notes], "token_count_estimate": len(job.submitted_text.split()), "decision_basis": ["response length heuristic", "single-dimension mastery proxy"]}
-    update_evaluator_job(job_id, "completed", score=score, confidence_hint=confidence_hint, notes=notes, trace=trace)
+    update_evaluator_job(job_id, "completed", score=score, confidence_hint=confidence_hint, notes=notes, trace={"notes": ["completed"]})
     state = load_learner_state(job.learner_id)
     state = apply_evidence(state, EvidenceEvent(concept_id=job.concept_id, dimension="mastery", score=score, confidence_hint=confidence_hint, timestamp="2026-03-13T12:00:00+00:00", kind="review", source_id=f"evaluator-job-{job_id}"))
     save_learner_state(state)
 
 def main():
-    print("Didactopus worker scaffold running. Replace this with a real queue worker.")
     while True:
         time.sleep(60)
diff --git a/webui/index.html b/webui/index.html
index ec562c5..2a0a12d 100644
--- a/webui/index.html
+++ b/webui/index.html
@@ -3,7 +3,7 @@
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>Didactopus Review Governance Layer</title>
+    <title>Didactopus Agent Audit and Key Rotation</title>
     <script type="module" src="/src/main.jsx"></script>
   </head>
   <body><div id="root"></div></body>
diff --git a/webui/package.json b/webui/package.json
index 5408ebd..da8cee7 100644
--- a/webui/package.json
+++ b/webui/package.json
@@ -1,5 +1,5 @@
 {
-  "name": "didactopus-governance-ui",
+  "name": "didactopus-agent-audit-ui",
   "private": true,
   "version": "0.1.0",
   "type": "module",
diff --git a/webui/src/App.jsx b/webui/src/App.jsx
index eb8c177..3948204 100644
--- a/webui/src/App.jsx
+++ b/webui/src/App.jsx
@@ -1,5 +1,5 @@
 import React, { useEffect, useState } from "react";
-import { login, refresh, fetchPacks, fetchAdminPacks, fetchPackValidation, fetchPackProvenance, fetchPackVersions, fetchPackComments, upsertPack, publishPack, governanceAction, addReviewComment, listLearners, createLearner, fetchLearnerState, fetchRecommendations, postEvidence, submitEvaluatorJob, fetchEvaluatorHistory, fetchEvaluatorTrace } from "./api";
+import { login, refresh, fetchDeploymentPolicy, fetchAgentCapabilities, listServiceAccounts, createServiceAccount, rotateServiceAccount, setServiceAccountState, listAgentAuditLogs } from "./api";
 import { loadAuth, saveAuth, clearAuth } from "./authStore";
 
 function LoginView({ onAuth }) {
@@ -26,63 +26,15 @@ function LoginView({ onAuth }) {
   );
 }
 
-function NavTabs({ tab, setTab, role }) {
-  return (
-    <div className="tab-row">
-      <button className={tab==="learner" ? "active-tab" : ""} onClick={() => setTab("learner")}>Learner</button>
-      <button className={tab==="history" ? "active-tab" : ""} onClick={() => setTab("history")}>Evaluator history</button>
-      <button className={tab==="manage" ? "active-tab" : ""} onClick={() => setTab("manage")}>Learners</button>
-      {role === "admin" ? <>
-        <button className={tab==="admin" ? "active-tab" : ""} onClick={() => setTab("admin")}>Pack admin</button>
-        <button className={tab==="review" ? "active-tab" : ""} onClick={() => setTab("review")}>Governance review</button>
-      </> : null}
-    </div>
-  );
-}
-
-function PackAuthorForm({ value, onChange, onSave }) {
-  function setField(field, val) { onChange({ ...value, [field]: val }); }
-  function setCompliance(field, val) { onChange({ ...value, compliance: { ...value.compliance, [field]: val } }); }
-  return (
-    <div className="form-grid">
-      <label>Pack ID<input value={value.id} onChange={(e) => setField("id", e.target.value)} /></label>
-      <label>Title<input value={value.title} onChange={(e) => setField("title", e.target.value)} /></label>
-      <label className="full">Subtitle<input value={value.subtitle} onChange={(e) => setField("subtitle", e.target.value)} /></label>
-      <label>Level<input value={value.level} onChange={(e) => setField("level", e.target.value)} /></label>
-      <label>Source count<input type="number" value={value.compliance.sources} onChange={(e) => setCompliance("sources", Number(e.target.value))} /></label>
-      <label className="full">Onboarding headline<input value={value.onboarding.headline} onChange={(e) => onChange({ ...value, onboarding: { ...value.onboarding, headline: e.target.value } })} /></label>
-      <label className="full">Onboarding body<textarea value={value.onboarding.body} onChange={(e) => onChange({ ...value, onboarding: { ...value.onboarding, body: e.target.value } })} /></label>
-      <div className="checkrow full">
-        <label><input type="checkbox" checked={value.compliance.attributionRequired} onChange={(e) => setCompliance("attributionRequired", e.target.checked)} /> Attribution required</label>
-        <label><input type="checkbox" checked={value.compliance.shareAlikeRequired} onChange={(e) => setCompliance("shareAlikeRequired", e.target.checked)} /> Share-alike</label>
-        <label><input type="checkbox" checked={value.compliance.noncommercialOnly} onChange={(e) => setCompliance("noncommercialOnly", e.target.checked)} /> Noncommercial only</label>
-      </div>
-      <div className="full"><button className="primary" onClick={onSave}>Save draft</button></div>
-    </div>
-  );
-}
-
 export default function App() {
   const [auth, setAuth] = useState(loadAuth());
-  const [tab, setTab] = useState("learner");
-  const [packs, setPacks] = useState([]);
-  const [adminPacks, setAdminPacks] = useState([]);
-  const [learners, setLearners] = useState([]);
-  const [selectedLearnerId, setSelectedLearnerId] = useState("wesley-learner");
-  const [selectedPackId, setSelectedPackId] = useState("");
-  const [learnerState, setLearnerState] = useState(null);
-  const [cards, setCards] = useState([]);
-  const [history, setHistory] = useState([]);
-  const [selectedTrace, setSelectedTrace] = useState(null);
-  const [validation, setValidation] = useState(null);
-  const [provenance, setProvenance] = useState(null);
-  const [versions, setVersions] = useState([]);
-  const [comments, setComments] = useState([]);
-  const [commentText, setCommentText] = useState("Looks structurally plausible.");
-  const [reviewSummary, setReviewSummary] = useState("Reviewed and ready for next stage.");
-  const [newLearnerId, setNewLearnerId] = useState("wesley-learner");
-  const [formPack, setFormPack] = useState({ id: "new-pack", title: "New Pack", subtitle: "Editable governance scaffold", level: "novice-friendly", concepts: [], onboarding: { headline: "Start here", body: "Begin", checklist: [] }, compliance: { sources: 0, attributionRequired: false, shareAlikeRequired: false, noncommercialOnly: false, flags: [] } });
-  const [message, setMessage] = useState("");
+  const [policy, setPolicy] = useState(null);
+  const [caps, setCaps] = useState(null);
+  const [serviceAccounts, setServiceAccounts] = useState([]);
+  const [auditLogs, setAuditLogs] = useState([]);
+  const [created, setCreated] = useState(null);
+  const [rotated, setRotated] = useState(null);
+  const [form, setForm] = useState({ name: "agent-learner-1", description: "AI learner account", scopes: ["packs:read","learners:read","learners:write","recommendations:read","evaluators:submit","evaluators:read"] });
 
   async function refreshAuthToken() {
     if (!auth?.refresh_token) return null;
@@ -107,97 +59,35 @@ export default function App() {
     }
   }
 
+  async function reload() {
+    setPolicy(await guarded((token) => fetchDeploymentPolicy(token)));
+    setCaps(await guarded((token) => fetchAgentCapabilities(token)));
+    if (auth.role === "admin") {
+      setServiceAccounts(await guarded((token) => listServiceAccounts(token)));
+      setAuditLogs(await guarded((token) => listAgentAuditLogs(token)));
+    }
+  }
+
   useEffect(() => {
     if (!auth) return;
-    async function load() {
-      const p = await guarded((token) => fetchPacks(token));
-      setPacks(p);
-      setSelectedPackId((prev) => prev || p[0]?.id || "");
-      let ls = await guarded((token) => listLearners(token));
-      if (ls.length === 0) {
-        await guarded((token) => createLearner(token, selectedLearnerId, selectedLearnerId));
-        ls = await guarded((token) => listLearners(token));
-      }
-      setLearners(ls);
-      if (auth.role === "admin") {
-        setAdminPacks(await guarded((token) => fetchAdminPacks(token)));
-      }
-    }
-    load();
+    reload();
   }, [auth]);
 
-  useEffect(() => {
-    if (!auth || !selectedLearnerId || !selectedPackId) return;
-    async function loadStuff() {
-      setLearnerState(await guarded((token) => fetchLearnerState(token, selectedLearnerId)));
-      const recs = await guarded((token) => fetchRecommendations(token, selectedLearnerId, selectedPackId));
-      setCards(recs.cards || []);
-      setHistory(await guarded((token) => fetchEvaluatorHistory(token, selectedLearnerId)));
-      if (auth.role === "admin") {
-        setValidation(await guarded((token) => fetchPackValidation(token, selectedPackId)));
-        setProvenance(await guarded((token) => fetchPackProvenance(token, selectedPackId)));
-        setVersions(await guarded((token) => fetchPackVersions(token, selectedPackId)));
-        setComments(await guarded((token) => fetchPackComments(token, selectedPackId)));
-      }
-    }
-    loadStuff();
-  }, [auth, selectedLearnerId, selectedPackId]);
-
-  async function simulateCard(card) {
-    await guarded((token) => postEvidence(token, selectedLearnerId, { concept_id: card.conceptId, dimension: "mastery", score: card.scoreHint, confidence_hint: card.confidenceHint, timestamp: new Date().toISOString(), kind: "checkpoint", source_id: `ui-${card.id}` }));
-    setLearnerState(await guarded((token) => fetchLearnerState(token, selectedLearnerId)));
-    const recs = await guarded((token) => fetchRecommendations(token, selectedLearnerId, selectedPackId));
-    setCards(recs.cards || []);
-    setMessage(card.reward);
+  async function createNow() {
+    const result = await guarded((token) => createServiceAccount(token, form));
+    setCreated(result);
+    await reload();
   }
 
-  async function runEvaluator() {
-    const conceptId = packs.find((p) => p.id === selectedPackId)?.concepts?.[0]?.id || "prior";
-    await guarded((token) => submitEvaluatorJob(token, selectedLearnerId, { pack_id: selectedPackId, concept_id: conceptId, submitted_text: "This is a moderately detailed learner response intended to trigger a somewhat better prototype evaluator score.", kind: "checkpoint" }));
-    setTimeout(async () => {
-      setHistory(await guarded((token) => fetchEvaluatorHistory(token, selectedLearnerId)));
-      setLearnerState(await guarded((token) => fetchLearnerState(token, selectedLearnerId)));
-      const recs = await guarded((token) => fetchRecommendations(token, selectedLearnerId, selectedPackId));
-      setCards(recs.cards || []);
-    }, 1200);
+  async function rotateNow(name) {
+    const result = await guarded((token) => rotateServiceAccount(token, name));
+    setRotated(result);
+    await reload();
   }
 
-  async function createLearnerNow() {
-    await guarded((token) => createLearner(token, newLearnerId, newLearnerId));
-    const ls = await guarded((token) => listLearners(token));
-    setLearners(ls);
-    setSelectedLearnerId(newLearnerId);
-  }
-
-  async function savePack() {
-    await guarded((token) => upsertPack(token, { pack: formPack, is_published: false, change_summary: "Submitted from form editor" }));
-    setAdminPacks(await guarded((token) => fetchAdminPacks(token)));
-    setPacks(await guarded((token) => fetchPacks(token)));
-    setMessage("Draft saved");
-  }
-
-  async function togglePublish(packId, isPublished) {
-    await guarded((token) => publishPack(token, packId, isPublished));
-    setAdminPacks(await guarded((token) => fetchAdminPacks(token)));
-    setPacks(await guarded((token) => fetchPacks(token)));
-  }
-
-  async function doGovernance(status) {
-    await guarded((token) => governanceAction(token, selectedPackId, { status, review_summary: reviewSummary }));
-    setAdminPacks(await guarded((token) => fetchAdminPacks(token)));
-    setVersions(await guarded((token) => fetchPackVersions(token, selectedPackId)));
-    setMessage(`Pack moved to ${status}`);
-  }
-
-  async function addCommentNow() {
-    const versionNumber = versions[0]?.version_number || 1;
-    await guarded((token) => addReviewComment(token, selectedPackId, versionNumber, { comment_text: commentText, disposition: "comment" }));
-    setComments(await guarded((token) => fetchPackComments(token, selectedPackId)));
-    setMessage("Review comment added");
-  }
-
-  async function loadTrace(jobId) {
-    setSelectedTrace(await guarded((token) => fetchEvaluatorTrace(token, jobId)));
+  async function toggleState(name, isActive) {
+    await guarded((token) => setServiceAccountState(token, name, isActive));
+    await reload();
   }
 
   if (!auth) return <LoginView onAuth={setAuth} />;
@@ -206,149 +96,63 @@ export default function App() {
     <div className="page">
       <header className="hero">
         <div>
-          <h1>Didactopus review governance layer</h1>
-          <p>Versioning, review comments, governance states, evaluator traces, and curator-facing pack workflows.</p>
+          <h1>Didactopus agent audit + key rotation</h1>
+          <p>Scoped machine identities with audit events, rotation, and disable controls.</p>
           <div className="muted">Signed in as {auth.username} ({auth.role})</div>
-          {message ? <div className="message">{message}</div> : null}
-        </div>
-        <div className="hero-controls">
-          <label>Learner<select value={selectedLearnerId} onChange={(e) => setSelectedLearnerId(e.target.value)}>{learners.map((l) => <option key={l.learner_id} value={l.learner_id}>{l.display_name || l.learner_id}</option>)}</select></label>
-          <label>Pack<select value={selectedPackId} onChange={(e) => setSelectedPackId(e.target.value)}>{packs.map((p) => <option key={p.id} value={p.id}>{p.title}</option>)}</select></label>
-          <button onClick={() => { clearAuth(); setAuth(null); }}>Logout</button>
         </div>
+        <button onClick={() => { clearAuth(); setAuth(null); }}>Logout</button>
       </header>
 
-      <NavTabs tab={tab} setTab={setTab} role={auth.role} />
+      <main className="layout twocol">
+        <section className="card">
+          <h2>Deployment policy</h2>
+          <pre className="prebox">{JSON.stringify(policy, null, 2)}</pre>
+          <h2>Agent capabilities</h2>
+          <pre className="prebox">{JSON.stringify(caps, null, 2)}</pre>
+        </section>
 
-      {tab === "learner" && (
-        <main className="layout onecol">
-          <section className="card">
-            <h2>Learner dashboard</h2>
-            <button onClick={runEvaluator}>Submit demo evaluator job</button>
-            <div className="steps-stack">
-              {cards.length ? cards.map((card) => (
-                <div key={card.id} className="step-card">
-                  <div className="step-header">
-                    <div><h4>{card.title}</h4><div className="muted">{card.minutes} minutes</div></div>
-                    <div className="reward-pill">{card.reward}</div>
-                  </div>
-                  <p>{card.reason}</p>
-                  <details><summary>Why this is recommended</summary><ul>{card.why.map((w, idx) => <li key={idx}>{w}</li>)}</ul></details>
-                  <button className="primary" onClick={() => simulateCard(card)}>Simulate step</button>
-                </div>
-              )) : <div className="muted">No recommendations available.</div>}
-            </div>
-            <h3>Learner state snapshot</h3>
-            <pre className="prebox">{JSON.stringify(learnerState, null, 2)}</pre>
-          </section>
-        </main>
-      )}
+        <section className="card">
+          <h2>Service accounts</h2>
+          {auth.role === "admin" ? (
+            <>
+              <label>Name<input value={form.name} onChange={(e) => setForm({ ...form, name: e.target.value })} /></label>
+              <label>Description<input value={form.description} onChange={(e) => setForm({ ...form, description: e.target.value })} /></label>
+              <label>Scopes (comma-separated)<input value={form.scopes.join(", ")} onChange={(e) => setForm({ ...form, scopes: e.target.value.split(",").map(s => s.trim()).filter(Boolean) })} /></label>
+              <button className="primary" onClick={createNow}>Create service account</button>
+              <h3>Created credential</h3>
+              <pre className="prebox">{JSON.stringify(created, null, 2)}</pre>
+              <h3>Rotated credential</h3>
+              <pre className="prebox">{JSON.stringify(rotated, null, 2)}</pre>
+              <h3>Existing accounts</h3>
+              <div className="table-wrap">
+                <table className="table">
+                  <thead><tr><th>Name</th><th>Active</th><th>Scopes</th><th>Actions</th></tr></thead>
+                  <tbody>
+                    {serviceAccounts.map((sa) => (
+                      <tr key={sa.id}>
+                        <td>{sa.name}</td>
+                        <td>{String(sa.is_active)}</td>
+                        <td>{sa.scopes.join(", ")}</td>
+                        <td>
+                          <button onClick={() => rotateNow(sa.name)}>Rotate</button>
+                          <button onClick={() => toggleState(sa.name, !sa.is_active)}>{sa.is_active ? "Disable" : "Enable"}</button>
+                        </td>
+                      </tr>
+                    ))}
+                  </tbody>
+                </table>
+              </div>
+            </>
+          ) : (
+            <div className="muted">Admin required.</div>
+          )}
+        </section>
 
-      {tab === "history" && (
-        <main className="layout twocol">
-          <section className="card">
-            <h2>Evaluator history</h2>
-            {history.length ? (
-              <table className="table">
-                <thead><tr><th>Job</th><th>Status</th><th>Concept</th><th>Score</th><th>Trace</th></tr></thead>
-                <tbody>
-                  {history.map((row) => (
-                    <tr key={row.job_id}>
-                      <td>{row.job_id}</td>
-                      <td>{row.status}</td>
-                      <td>{row.concept_id}</td>
-                      <td>{row.result_score ?? "-"}</td>
-                      <td><button onClick={() => loadTrace(row.job_id)}>Inspect trace</button></td>
-                    </tr>
-                  ))}
-                </tbody>
-              </table>
-            ) : <div className="muted">No evaluator jobs yet.</div>}
-          </section>
-          <section className="card">
-            <h2>Evaluator trace</h2>
-            <pre className="prebox">{JSON.stringify(selectedTrace, null, 2)}</pre>
-          </section>
-        </main>
-      )}
-
-      {tab === "manage" && (
-        <main className="layout twocol">
-          <section className="card">
-            <h2>Learner management</h2>
-            <label>New learner ID<input value={newLearnerId} onChange={(e) => setNewLearnerId(e.target.value)} /></label>
-            <button className="primary" onClick={createLearnerNow}>Create learner</button>
-          </section>
-          <section className="card">
-            <h2>Existing learners</h2>
-            <table className="table">
-              <thead><tr><th>Learner ID</th><th>Display name</th><th>Owner</th></tr></thead>
-              <tbody>
-                {learners.map((row) => (
-                  <tr key={row.learner_id}>
-                    <td>{row.learner_id}</td>
-                    <td>{row.display_name}</td>
-                    <td>{row.owner_user_id}</td>
-                  </tr>
-                ))}
-              </tbody>
-            </table>
-          </section>
-        </main>
-      )}
-
-      {tab === "admin" && auth.role === "admin" && (
-        <main className="layout twocol">
-          <section className="card">
-            <h2>Pack authoring</h2>
-            <PackAuthorForm value={formPack} onChange={setFormPack} onSave={savePack} />
-          </section>
-          <section className="card">
-            <h2>Pack administration</h2>
-            <table className="table">
-              <thead><tr><th>ID</th><th>Version</th><th>State</th><th>Published</th><th>Action</th></tr></thead>
-              <tbody>
-                {adminPacks.map((row) => (
-                  <tr key={row.id}>
-                    <td>{row.id}</td>
-                    <td>{row.current_version}</td>
-                    <td>{row.governance_state}</td>
-                    <td>{String(row.is_published)}</td>
-                    <td><button onClick={() => togglePublish(row.id, !row.is_published)}>{row.is_published ? "Unpublish" : "Publish"}</button></td>
-                  </tr>
-                ))}
-              </tbody>
-            </table>
-          </section>
-        </main>
-      )}
-
-      {tab === "review" && auth.role === "admin" && (
-        <main className="layout twocol">
-          <section className="card">
-            <h2>Governance review</h2>
-            <div className="button-row">
-              <button onClick={() => doGovernance("in_review")}>Move to in_review</button>
-              <button onClick={() => doGovernance("approved")}>Approve</button>
-              <button onClick={() => doGovernance("rejected")}>Reject</button>
-            </div>
-            <label>Review summary<textarea value={reviewSummary} onChange={(e) => setReviewSummary(e.target.value)} /></label>
-            <h3>Validation</h3>
-            <pre className="prebox">{JSON.stringify(validation, null, 2)}</pre>
-            <h3>Provenance</h3>
-            <pre className="prebox">{JSON.stringify(provenance, null, 2)}</pre>
-          </section>
-          <section className="card">
-            <h2>Versions and comments</h2>
-            <h3>Pack versions</h3>
-            <pre className="prebox">{JSON.stringify(versions, null, 2)}</pre>
-            <label>Reviewer comment<textarea value={commentText} onChange={(e) => setCommentText(e.target.value)} /></label>
-            <button className="primary" onClick={addCommentNow}>Add comment</button>
-            <h3>Review comments</h3>
-            <pre className="prebox">{JSON.stringify(comments, null, 2)}</pre>
-          </section>
-        </main>
-      )}
+        <section className="card full">
+          <h2>Agent audit logs</h2>
+          <pre className="prebox tall">{JSON.stringify(auditLogs, null, 2)}</pre>
+        </section>
+      </main>
     </div>
   );
 }
diff --git a/webui/src/api.js b/webui/src/api.js
index 70a89fc..3b96811 100644
--- a/webui/src/api.js
+++ b/webui/src/api.js
@@ -11,28 +11,15 @@ export async function login(username, password) {
   if (!res.ok) throw new Error("login failed");
   return await res.json();
 }
-
 export async function refresh(refreshToken) {
   const res = await fetch(`${API}/refresh`, { method: "POST", headers: { "Content-Type": "application/json" }, body: JSON.stringify({ refresh_token: refreshToken }) });
   if (!res.ok) throw new Error("refresh failed");
   return await res.json();
 }
-
-export async function fetchPacks(token) { const res = await fetch(`${API}/packs`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("fetchPacks failed"); return await res.json(); }
-export async function fetchAdminPacks(token) { const res = await fetch(`${API}/admin/packs`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("fetchAdminPacks failed"); return await res.json(); }
-export async function fetchPackValidation(token, packId) { const res = await fetch(`${API}/admin/packs/${packId}/validation`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("fetchPackValidation failed"); return await res.json(); }
-export async function fetchPackProvenance(token, packId) { const res = await fetch(`${API}/admin/packs/${packId}/provenance`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("fetchPackProvenance failed"); return await res.json(); }
-export async function fetchPackVersions(token, packId) { const res = await fetch(`${API}/admin/packs/${packId}/versions`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("fetchPackVersions failed"); return await res.json(); }
-export async function fetchPackComments(token, packId) { const res = await fetch(`${API}/admin/packs/${packId}/comments`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("fetchPackComments failed"); return await res.json(); }
-export async function upsertPack(token, payload) { const res = await fetch(`${API}/admin/packs`, { method: "POST", headers: authHeaders(token), body: JSON.stringify(payload) }); if (!res.ok) throw new Error("upsertPack failed"); return await res.json(); }
-export async function publishPack(token, packId, isPublished) { const res = await fetch(`${API}/admin/packs/${packId}/publish?is_published=${isPublished}`, { method: "POST", headers: authHeaders(token, false) }); if (!res.ok) throw new Error("publishPack failed"); return await res.json(); }
-export async function governanceAction(token, packId, payload) { const res = await fetch(`${API}/admin/packs/${packId}/governance`, { method: "POST", headers: authHeaders(token), body: JSON.stringify(payload) }); if (!res.ok) throw new Error("governanceAction failed"); return await res.json(); }
-export async function addReviewComment(token, packId, versionNumber, payload) { const res = await fetch(`${API}/admin/packs/${packId}/comments?version_number=${versionNumber}`, { method: "POST", headers: authHeaders(token), body: JSON.stringify(payload) }); if (!res.ok) throw new Error("addReviewComment failed"); return await res.json(); }
-export async function listLearners(token) { const res = await fetch(`${API}/learners`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("listLearners failed"); return await res.json(); }
-export async function createLearner(token, learnerId, displayName) { const res = await fetch(`${API}/learners`, { method: "POST", headers: authHeaders(token), body: JSON.stringify({ learner_id: learnerId, display_name: displayName }) }); if (!res.ok) throw new Error("createLearner failed"); return await res.json(); }
-export async function fetchLearnerState(token, learnerId) { const res = await fetch(`${API}/learners/${learnerId}/state`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("fetchLearnerState failed"); return await res.json(); }
-export async function fetchRecommendations(token, learnerId, packId) { const res = await fetch(`${API}/learners/${learnerId}/recommendations/${packId}`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("fetchRecommendations failed"); return await res.json(); }
-export async function postEvidence(token, learnerId, event) { const res = await fetch(`${API}/learners/${learnerId}/evidence`, { method: "POST", headers: authHeaders(token), body: JSON.stringify(event) }); if (!res.ok) throw new Error("postEvidence failed"); return await res.json(); }
-export async function submitEvaluatorJob(token, learnerId, payload) { const res = await fetch(`${API}/learners/${learnerId}/evaluator-jobs`, { method: "POST", headers: authHeaders(token), body: JSON.stringify(payload) }); if (!res.ok) throw new Error("submitEvaluatorJob failed"); return await res.json(); }
-export async function fetchEvaluatorHistory(token, learnerId) { const res = await fetch(`${API}/learners/${learnerId}/evaluator-history`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("fetchEvaluatorHistory failed"); return await res.json(); }
-export async function fetchEvaluatorTrace(token, jobId) { const res = await fetch(`${API}/evaluator-jobs/${jobId}/trace`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("fetchEvaluatorTrace failed"); return await res.json(); }
+export async function fetchDeploymentPolicy(token) { const res = await fetch(`${API}/deployment-policy`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("fetchDeploymentPolicy failed"); return await res.json(); }
+export async function fetchAgentCapabilities(token) { const res = await fetch(`${API}/agent/capabilities`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("fetchAgentCapabilities failed"); return await res.json(); }
+export async function listServiceAccounts(token) { const res = await fetch(`${API}/admin/service-accounts`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("listServiceAccounts failed"); return await res.json(); }
+export async function createServiceAccount(token, payload) { const res = await fetch(`${API}/admin/service-accounts`, { method: "POST", headers: authHeaders(token), body: JSON.stringify(payload) }); if (!res.ok) throw new Error("createServiceAccount failed"); return await res.json(); }
+export async function rotateServiceAccount(token, name) { const res = await fetch(`${API}/admin/service-accounts/rotate`, { method: "POST", headers: authHeaders(token), body: JSON.stringify({ name }) }); if (!res.ok) throw new Error("rotateServiceAccount failed"); return await res.json(); }
+export async function setServiceAccountState(token, name, is_active) { const res = await fetch(`${API}/admin/service-accounts/state?name=${encodeURIComponent(name)}`, { method: "POST", headers: authHeaders(token), body: JSON.stringify({ is_active }) }); if (!res.ok) throw new Error("setServiceAccountState failed"); return await res.json(); }
+export async function listAgentAuditLogs(token) { const res = await fetch(`${API}/admin/agent-audit-logs`, { headers: authHeaders(token, false) }); if (!res.ok) throw new Error("listAgentAuditLogs failed"); return await res.json(); }
diff --git a/webui/src/styles.css b/webui/src/styles.css
index 7c87600..5d4c37e 100644
--- a/webui/src/styles.css
+++ b/webui/src/styles.css
@@ -1,38 +1,24 @@
 :root {
-  --bg:#f6f8fb; --card:#ffffff; --text:#1f2430; --muted:#60697a; --border:#dbe1ea; --accent:#2d6cdf; --soft:#eef4ff;
+  --bg:#f6f8fb; --card:#ffffff; --text:#1f2430; --muted:#60697a; --border:#dbe1ea; --accent:#2d6cdf;
 }
 * { box-sizing:border-box; }
 body { margin:0; font-family:Arial, Helvetica, sans-serif; background:var(--bg); color:var(--text); }
-.page { max-width:1500px; margin:0 auto; padding:24px; }
+.page { max-width:1400px; margin:0 auto; padding:24px; }
 .narrow-page { max-width:520px; }
 .hero { background:var(--card); border:1px solid var(--border); border-radius:22px; padding:24px; display:flex; justify-content:space-between; gap:16px; }
-.hero-controls { min-width:280px; display:flex; flex-direction:column; gap:12px; }
-label { display:block; font-weight:600; }
-input, select, textarea { width:100%; margin-top:6px; border:1px solid var(--border); border-radius:10px; padding:10px; font:inherit; background:white; }
+label { display:block; font-weight:600; margin-bottom:10px; }
+input { width:100%; margin-top:6px; border:1px solid var(--border); border-radius:10px; padding:10px; font:inherit; background:white; }
+button { border:1px solid var(--border); background:white; border-radius:12px; padding:8px 12px; cursor:pointer; margin-right:8px; }
+.primary { background:var(--accent); color:white; border-color:var(--accent); }
 .card { background:var(--card); border:1px solid var(--border); border-radius:18px; padding:18px; }
 .narrow { margin-top:60px; }
-.tab-row { display:flex; gap:10px; margin:16px 0; flex-wrap:wrap; }
-.tab-row button, button { border:1px solid var(--border); background:white; border-radius:12px; padding:10px 14px; cursor:pointer; }
-.active-tab, .primary { background:var(--accent); color:white; border-color:var(--accent); }
 .layout { display:grid; gap:16px; }
 .twocol { grid-template-columns:1fr 1fr; }
-.onecol { grid-template-columns:1fr; }
-.steps-stack { display:grid; gap:14px; }
-.step-card { border:1px solid var(--border); border-radius:16px; padding:14px; background:#fcfdff; }
-.step-header { display:flex; justify-content:space-between; gap:12px; align-items:start; }
-.reward-pill { background:var(--soft); border:1px solid var(--border); border-radius:999px; padding:8px 10px; font-size:12px; }
+.full { grid-column:1 / -1; }
+.prebox { background:#f7f8fa; border:1px solid var(--border); border-radius:12px; padding:12px; overflow:auto; max-height:280px; }
+.prebox.tall { max-height:420px; }
 .muted { color:var(--muted); }
 .error { color:#b42318; margin-top:10px; }
-.message { margin-top:10px; padding:10px 12px; border:1px solid var(--border); background:#fff7dd; border-radius:12px; }
 .table { width:100%; border-collapse:collapse; }
 .table th, .table td { border-bottom:1px solid var(--border); text-align:left; padding:8px; vertical-align:top; }
-.prebox { background:#f7f8fa; border:1px solid var(--border); border-radius:12px; padding:12px; overflow:auto; max-height:320px; }
-.form-grid { display:grid; grid-template-columns:1fr 1fr; gap:12px; }
-.full { grid-column:1 / -1; }
-.checkrow { display:flex; gap:16px; flex-wrap:wrap; align-items:center; }
-.button-row { display:flex; gap:10px; flex-wrap:wrap; margin-bottom:12px; }
-details summary { cursor:pointer; color:var(--accent); }
-@media (max-width:1100px) {
-  .hero { flex-direction:column; }
-  .twocol, .form-grid { grid-template-columns:1fr; }
-}
+@media (max-width:1100px) { .twocol { grid-template-columns:1fr; } .hero { flex-direction:column; } .full { grid-column:auto; } }