fix(tg): cockpit data correctness — real GLM pricing, display timezone, agent activity tracking (#666)

* fix(tg): cockpit data correctness — real GLM pricing, display timezone, agent activity tracking

Three root causes behind the Mini App/bot showing wrong numbers:

Pricing: glm-5.2 gets a grounded per-token rate (z.ai published pricing,
$1.40/$4.40/$0.26 per 1M, source+date in the table comment) so a GLM
fleet day stops reporting $0.00 for half a million tokens; ungrounded
Ollama-Cloud models render "subscription (untracked)" instead of a bare
zero (is_ollama_cloud_model, consumed directly by the cockpit). Side
effect, intended and documented: honestly-priced GLM now trips the
downgrade-only comparator for new qa/documenter complexity pins.

Display timezone: the cockpit bucketed days in UTC for a GMT+2 operator.
New pure foundation module display_time (resolve_zone/local_date/
trailing_dates/day_bounds_utc, DST-correct with tests for the 23h/25h
days) + ROBOCO_DISPLAY_TIMEZONE (IANA-validated, default UTC); the
cockpit's spend/velocity series bucket raw session/completion rows by
the display zone. The UTC-keyed rollup table and the main dashboard are
deliberately untouched.

Agent activity: AgentTable.status was never set to ACTIVE and
current_task_id was never written anywhere — "active: 0, working: []"
was structurally permanent. Every claim path now marks the claimant
ACTIVE with rollback symmetry (_finalize_claim for dev/PM claims,
_qa_or_doc_claim for QA/doc/PR-gate claims, pr_review_claim for external
review) and every release path clears it (pass/fail QA, pr_pass/pr_fail,
complete_review, advance-to-PM-review, reaper unclaim, voluntary
unclaim, reassign retarget, pool divert, admin transitions, unblock
restore-to-in-progress). The bot's /status shares the cockpit's fleet
derivation so the two surfaces can't disagree. Known ceiling, commented:
one current_task_id column shows a multi-root coordinator PM's most
recent claim only.

Drill: sonnet develop -> sonnet adversarial (refuted the original
chokepoint coverage claim; QA/doc/reviewer paths were unwired) ->
correction round (wired them all + restored a dropped assertion, deleted
a dead helper and the dead subscription_billed field) -> review.

* fix(db): post_update on AgentTable.current_task breaks the flush cycle

agents.current_task_id and tasks.assigned_to reference each other, so a
flush touching both rows — every claim now marks its agent ACTIVE — is
an instance-level circular dependency SQLAlchemy cannot topologically
sort. The e2e smoke's full verb paths (12 tests) hit it; the unit and
integration suites never flush both dirty rows with relationships
loaded. post_update emits the FK as a second UPDATE, the canonical fix
for mutually-referencing rows.

* fix(budgets): enforce only explicitly-set budgets — no per-TaskType defaults

The per-TaskType default cap table blocked an unbudgeted coordination
root one opus planning turn in ($1.50 PLANNING default vs. real
coordination spend) — a false positive by design the moment the fleet
runs a priced model. Budgets are now explicit-input only:
effective_task_budget_usd returns None for an unset budget_usd, the
budget sweep skips enforcement (and never prices spend) on None, and
the unblock re-check passes on None so clearing the budget field is
itself a valid resolution. The project monthly cap stays as the
explicit-input fleet-wide backstop. Panel copy tells the truth
("No cap" placeholder; empty = uncapped), and the TaskType default
table plus its resolver are deleted.

---------

Co-authored-by: Renn F <rennf93@users.noreply.github.com>

tests/unit/services/test_auditor_alert_producers.py

@@ -201,6 +201,9 @@ async def test_fail_qa_emits_auditor_alert(
     """``fail_qa`` calls the auditor rework producer with QA attribution."""
     session = MagicMock()
     session.flush = AsyncMock()
+    # fail_qa releases the QA agent's fleet marker via session.get — default
+    # to "no matching row" for a test that doesn't care about that side effect.
+    session.get = AsyncMock(return_value=None)
     task = _mock_task(status=TaskStatus.AWAITING_QA)
     task.orchestration_markers = {"original_developer": str(uuid4())}
 
@@ -235,6 +238,9 @@ async def test_pr_fail_emits_auditor_alert(
     """``pr_fail`` calls the auditor rework producer with reviewer attribution."""
     session = MagicMock()
     session.flush = AsyncMock()
+    # pr_fail releases the reviewer's fleet marker via session.get — default
+    # to "no matching row" for a test that doesn't care about that side effect.
+    session.get = AsyncMock(return_value=None)
     reviewer_id = uuid4()
     pm_id = uuid4()
     task = _mock_task(status=TaskStatus.AWAITING_PR_REVIEW)

tests/unit/services/test_escalation_board_guard.py

@@ -34,6 +34,11 @@ def _bind(svc: TaskService, name: str, value: object) -> None:
 def _service() -> TaskService:
     session = MagicMock()
     session.flush = AsyncMock()
+    # reassign_active_claim now retargets the agent-side claim marker
+    # (_retarget_agent_claim), which reads agent rows via session.get —
+    # default to "no matching row" so tests that don't care about the
+    # agent side effect stay a no-op there.
+    session.get = AsyncMock(return_value=None)
     return TaskService(session)
 
 
@@ -611,6 +616,9 @@ async def test_unblock_with_restore_emits_audit_event() -> None:
     ``AuditLogTable`` added to the session."""
     session = MagicMock()
     session.flush = AsyncMock()
+    # An IN_PROGRESS restore now looks up the restored owner via session.get
+    # to flip its ACTIVE marker — default to "no matching row".
+    session.get = AsyncMock(return_value=None)
     added: list[object] = []
     session.add.side_effect = added.append
     svc = TaskService(session)

tests/unit/services/test_pr_review_db.py

@@ -253,6 +253,12 @@ async def test_pr_review_claim_and_complete(db_session: AsyncSession) -> None:
     assert claimed.active_claimant_id is not None
     assert UUID(str(claimed.active_claimant_id)) == reviewer_id
     assert claimed.claimed_at is not None
+    # The external-PR-review claim chokepoint flips the reviewer's fleet
+    # marker too — otherwise pr_reviewer agents never show as active.
+    reviewer_row = await db_session.get(AgentTable, reviewer_id)
+    assert reviewer_row is not None
+    assert reviewer_row.status == AgentStatus.ACTIVE
+    assert reviewer_row.current_task_id == task_id
 
     # Re-claiming a non-pending task is a no-op.
     assert await svc.pr_review_claim(reviewer_id, task_id) is None
@@ -269,6 +275,10 @@ async def test_pr_review_claim_and_complete(db_session: AsyncSession) -> None:
     assert done.claimed_by is None
     # Single-claimant lock cleared on completion (the review hand-off is done).
     assert done.active_claimant_id is None
+    # complete_review releases the reviewer's fleet marker too.
+    reviewer_row = await db_session.get(AgentTable, reviewer_id)
+    assert reviewer_row is not None
+    assert reviewer_row.current_task_id is None
 
     # Re-completing a completed task is a no-op.
     assert await svc.complete_review(reviewer_id, task_id) is None

tests/unit/services/test_task.py

@@ -567,12 +567,15 @@ async def test_wire_sibling_collision_dag_notifies_only_for_new_edges() -> None:
 
 @pytest.mark.asyncio
 async def test_mark_agent_idle_sets_status_idle() -> None:
-    agent = MagicMock(id=uuid4(), status=AgentStatus.ACTIVE)
+    agent = MagicMock(id=uuid4(), status=AgentStatus.ACTIVE, current_task_id=uuid4())
     result = MagicMock()
     result.scalar_one_or_none.return_value = agent
     svc = _service_with(result)
     await svc.mark_agent_idle(agent.id)
     assert agent.status == AgentStatus.IDLE
+    # Otherwise the agent keeps reporting its last task as "currently
+    # working" forever — nothing else ever clears this column.
+    assert agent.current_task_id is None
 
 
 # ---------------------------------------------------------------------------
@@ -587,6 +590,10 @@ async def test_qa_claim_sets_assignment_on_awaiting_qa() -> None:
     result.scalar_one_or_none.return_value = task
     session = MagicMock(flush=AsyncMock())
     session.execute = AsyncMock(return_value=result)
+    # _qa_or_doc_claim now looks up the claiming agent via session.get to
+    # flip its ACTIVE marker — default to "no matching row" for a test that
+    # doesn't care about that side effect.
+    session.get = AsyncMock(return_value=None)
     svc = TaskService(session)
     qa_id = uuid4()
     out = await svc.qa_claim(qa_id, task.id)
@@ -617,6 +624,7 @@ async def test_doc_claim_sets_assignment_on_awaiting_documentation() -> None:
     result.scalar_one_or_none.return_value = task
     session = MagicMock(flush=AsyncMock())
     session.execute = AsyncMock(return_value=result)
+    session.get = AsyncMock(return_value=None)
     svc = TaskService(session)
     doc_id = uuid4()
     out = await svc.doc_claim(doc_id, task.id)
@@ -677,7 +685,10 @@ async def test_unblock_with_restore_returns_to_pre_block_state() -> None:
         blocker_resolver_type=BlockerResolverType.AGENT,
         blocker_raised_by=pre_assignee,
     )
-    svc = TaskService(MagicMock(flush=AsyncMock()))
+    # An IN_PROGRESS restore now looks up the restored owner via session.get
+    # to flip its ACTIVE marker — default to "no matching row".
+    session = MagicMock(flush=AsyncMock(), get=AsyncMock(return_value=None))
+    svc = TaskService(session)
     _bind(svc, "get", AsyncMock(return_value=task))
     out = await svc.unblock_with_restore(uuid4(), task.id, restore=True)
     assert out is task
@@ -721,13 +732,17 @@ async def test_unblock_no_branch_returns_to_pending() -> None:
     task = _build_task(
         status=TaskStatus.BLOCKED, branch_name=None, blocker_raised_by=raiser
     )
-    svc = TaskService(MagicMock(flush=AsyncMock()))
+    session = MagicMock(flush=AsyncMock())
+    svc = TaskService(session)
     _bind(svc, "get", AsyncMock(return_value=task))
     _bind(svc, "_index_lifecycle_event_background", AsyncMock())
     out = await svc.unblock(task.id)
     assert out is task
     assert task.status == TaskStatus.PENDING
     assert task.assigned_to == raiser
+    # A PENDING restore is NOT a resume — the owner isn't marked active here;
+    # a fresh claim() is what actually resumes it, so no agent lookup runs.
+    session.get.assert_not_called()
 
 
 @pytest.mark.asyncio
@@ -747,7 +762,10 @@ async def test_admin_set_status_out_of_blocked_restores_pre_block_owner() -> Non
         pre_block_state="in_progress",
         pre_block_assignee=dev,
     )
-    svc = TaskService(MagicMock(flush=AsyncMock()))
+    # An IN_PROGRESS restore now looks up the restored owner (dev) via
+    # session.get to flip its ACTIVE marker.
+    session = MagicMock(flush=AsyncMock(), get=AsyncMock(return_value=None))
+    svc = TaskService(session)
     _bind(svc, "get", AsyncMock(return_value=task))
     out = await svc.admin_set_status(task.id, TaskStatus.IN_PROGRESS)
     assert out is task
@@ -791,7 +809,10 @@ async def test_admin_set_status_into_review_queue_clears_active_claimant() -> No
         claimed_by=dev,
         active_claimant_id=dev,
     )
-    svc = TaskService(MagicMock(flush=AsyncMock()))
+    # Clearing the stale claimant now looks it up via session.get to release
+    # its ACTIVE marker too.
+    session = MagicMock(flush=AsyncMock(), get=AsyncMock(return_value=None))
+    svc = TaskService(session)
     _bind(svc, "get", AsyncMock(return_value=task))
     out = await svc.admin_set_status(task.id, TaskStatus.AWAITING_QA)
     assert out is task
@@ -943,7 +964,10 @@ async def test_admin_set_status_blocked_to_review_state_clears_claim() -> None:
         pre_block_state="awaiting_pm_review",
         pre_block_assignee=pm,
     )
-    svc = TaskService(MagicMock(flush=AsyncMock()))
+    # Clearing the stale claim now looks it up via session.get to release
+    # its ACTIVE marker too.
+    session = MagicMock(flush=AsyncMock(), get=AsyncMock(return_value=None))
+    svc = TaskService(session)
     _bind(svc, "get", AsyncMock(return_value=task))
     out = await svc.admin_set_status(task.id, TaskStatus.AWAITING_PM_REVIEW)
     assert out is task
@@ -970,7 +994,10 @@ async def test_admin_set_status_blocked_to_needs_revision_clears_claim() -> None
         pre_block_state="awaiting_pm_review",
         pre_block_assignee=pm,
     )
-    svc = TaskService(MagicMock(flush=AsyncMock()))
+    # Clearing the stale claim now looks it up via session.get to release
+    # its ACTIVE marker too.
+    session = MagicMock(flush=AsyncMock(), get=AsyncMock(return_value=None))
+    svc = TaskService(session)
     _bind(svc, "get", AsyncMock(return_value=task))
     out = await svc.admin_set_status(task.id, TaskStatus.NEEDS_REVISION)
     assert out is task
@@ -1085,7 +1112,10 @@ async def test_admin_set_status_pre_block_restore_syncs_active_claimant() -> Non
         pre_block_state="in_progress",
         pre_block_assignee=dev,
     )
-    svc = TaskService(MagicMock(flush=AsyncMock()))
+    # An IN_PROGRESS restore now looks up the restored owner (dev) via
+    # session.get to flip its ACTIVE marker.
+    session = MagicMock(flush=AsyncMock(), get=AsyncMock(return_value=None))
+    svc = TaskService(session)
     _bind(svc, "get", AsyncMock(return_value=task))
     out = await svc.admin_set_status(task.id, TaskStatus.IN_PROGRESS)
     assert out is task
@@ -1566,7 +1596,10 @@ async def test_unblock_with_branch_resumes_in_progress() -> None:
         branch_name="feature/backend/abc12345",
         blocker_raised_by=uuid4(),
     )
-    svc = TaskService(MagicMock(flush=AsyncMock()))
+    # Resuming IN_PROGRESS now looks up the restored owner via session.get
+    # to flip its ACTIVE marker.
+    session = MagicMock(flush=AsyncMock(), get=AsyncMock(return_value=None))
+    svc = TaskService(session)
     _bind(svc, "get", AsyncMock(return_value=task))
     _bind(svc, "_index_lifecycle_event_background", AsyncMock())
     out = await svc.unblock(task.id)
@@ -1809,6 +1842,56 @@ async def test_finalize_claim_rollback_emits_reversal_audit() -> None:
     assert {"from": "claimed", "to": "pending"} in audit_calls
 
 
+@pytest.mark.asyncio
+async def test_finalize_claim_sets_agent_active_then_rolls_back_on_failure() -> None:
+    """_finalize_claim must flip agent.status/current_task_id to ACTIVE/this
+    task BEFORE the branch step runs (previously nothing ever wrote these
+    fields at all — the fleet-status bug), and roll them back to their
+    pre-claim values on a branch-creation failure, same as the task fields.
+    """
+    session = MagicMock()
+    session.flush = AsyncMock()
+    svc = TaskService(session)
+
+    task = _build_task(
+        status=TaskStatus.PENDING,
+        branch_name=None,
+        project_id=uuid4(),
+        product_id=None,
+        batch_id=None,
+        parent_task_id=None,
+        cell_projects=[],
+        pr_created=False,
+        pr_number=None,
+    )
+    agent = MagicMock(
+        id=uuid4(),
+        role=AgentRole.DEVELOPER,
+        status=AgentStatus.IDLE,
+        current_task_id=None,
+    )
+    _bind(svc, "_emit_status_transition_audit", MagicMock())
+
+    captured: dict[str, object] = {}
+
+    async def _boom(_task: object, _agent_id: object) -> str:
+        captured["status"] = agent.status
+        captured["current_task_id"] = agent.current_task_id
+        raise RuntimeError("branch boom")
+
+    _bind(svc, "_ensure_branch_for_task", _boom)
+
+    with pytest.raises(RuntimeError, match="branch boom"):
+        await svc._finalize_claim(task, agent, agent.id)
+
+    # Set to ACTIVE/this-task before the branch step ran...
+    assert captured["status"] == AgentStatus.ACTIVE
+    assert captured["current_task_id"] == task.id
+    # ...and rolled back to the pre-claim values once branch creation failed.
+    assert agent.status == AgentStatus.IDLE
+    assert agent.current_task_id is None
+
+
 @pytest.mark.asyncio
 async def test_emit_status_transition_audit_writes_in_session_atomically() -> None:
     """The status-transition audit row is written into the CALLER's session (same

tests/unit/services/test_task_assignment_invariants.py

@@ -30,6 +30,11 @@ def _bind(svc: TaskService, name: str, value: object) -> None:
 def _service() -> TaskService:
     session = MagicMock()
     session.flush = AsyncMock()
+    # reassign_active_claim now retargets the agent-side claim marker
+    # (_retarget_agent_claim), which reads agent rows via session.get —
+    # default to "no matching row" so tests that don't care about the
+    # agent side effect stay a no-op there.
+    session.get = AsyncMock(return_value=None)
     return TaskService(session)
 
 

tests/unit/services/test_telegram_inbound_commands.py

@@ -96,6 +96,33 @@ async def test_run_cycle_syncs_commands_exactly_once(
 # ---------------------------------------------------------------------------
 
 
+@pytest.mark.asyncio
+async def test_render_status_shares_fleet_derivation_with_render_agents(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    """The /status fleet line must come from the SAME by_status breakdown
+    /agents and the Today brief use (TgCockpitService.fleet) — a second,
+    independent agent-status query previously could (and did) disagree."""
+    fleet: dict[str, Any] = {
+        "total": 27,
+        "by_status": {"active": 3, "idle": 20, "offline": 4},
+        "working": [],
+    }
+    cockpit = MagicMock(fleet=AsyncMock(return_value=fleet))
+    monkeypatch.setattr(ti, "get_tg_cockpit_service", lambda _s: cockpit)
+    tasks = MagicMock(
+        count_by_status=AsyncMock(return_value={"in_progress": 5, "pending": 2})
+    )
+    monkeypatch.setattr(ti, "get_task_service", lambda _s: tasks)
+
+    text = await _engine()._render_status()
+
+    assert "3</b> active" in text
+    assert "20</b> idle" in text
+    assert "4</b> offline" in text
+    assert "in_progress" in text
+
+
 @pytest.mark.asyncio
 async def test_render_agents_lists_working_agents(
     monkeypatch: pytest.MonkeyPatch,
@@ -124,12 +151,16 @@ async def test_render_agents_lists_working_agents(
 async def test_render_usage_formats_today_summary(
     monkeypatch: pytest.MonkeyPatch,
 ) -> None:
-    usage = MagicMock(
-        get_today_summary=AsyncMock(
-            return_value={"tokens_today": 2_400_000, "cost_today_usd": 18.7}
+    cockpit = MagicMock(
+        today_spend=AsyncMock(
+            return_value={
+                "tokens_today": 2_400_000,
+                "cost_today_usd": 18.7,
+                "subscription_billed": False,
+            }
         )
     )
-    monkeypatch.setattr(ti, "get_usage_service", lambda _s: usage)
+    monkeypatch.setattr(ti, "get_tg_cockpit_service", lambda _s: cockpit)
 
     text = await _engine()._render_usage()
 
@@ -137,6 +168,30 @@ async def test_render_usage_formats_today_summary(
     assert "2,400,000 tokens" in text
 
 
+@pytest.mark.asyncio
+async def test_render_usage_labels_subscription_billed_spend(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    """An untracked-subscription spend day (Ollama Cloud, no grounded rate)
+    must never render as a bare, misleading '$0.00'."""
+    cockpit = MagicMock(
+        today_spend=AsyncMock(
+            return_value={
+                "tokens_today": 456_221,
+                "cost_today_usd": 0.0,
+                "subscription_billed": True,
+            }
+        )
+    )
+    monkeypatch.setattr(ti, "get_tg_cockpit_service", lambda _s: cockpit)
+
+    text = await _engine()._render_usage()
+
+    assert "subscription (untracked)" in text
+    assert "456,221 tokens" in text
+    assert "$0.00" not in text
+
+
 @pytest.mark.asyncio
 async def test_render_blocked_sections_and_links(
     monkeypatch: pytest.MonkeyPatch,

tests/unit/services/test_tg_cockpit.py

@@ -9,12 +9,13 @@ assumed.
 
 from __future__ import annotations
 
+from datetime import UTC, date, datetime, timedelta
 from typing import TYPE_CHECKING, cast
 from uuid import uuid4
 
 import pytest
 from roboco.config import settings
-from roboco.db.tables import AgentTable, TaskTable
+from roboco.db.tables import AgentSpawnSessionTable, AgentTable, TaskTable
 from roboco.foundation import identity as _foundation
 from roboco.foundation.policy.content import markers
 from roboco.models.base import (
@@ -43,6 +44,28 @@ SYSTEM_UUID = _foundation.AGENTS["system"].uuid
 
 CI_WATCH_SOURCE = "ci_watch"
 
+_COST_TOL = 0.005
+_TOKENS_FLOOR = 1
+
+
+def _spawn_session(
+    *, started_at: datetime, model: str, cost: float, tokens_input: int = 1000
+) -> AgentSpawnSessionTable:
+    return AgentSpawnSessionTable(
+        id=uuid4(),
+        agent_slug=f"be-dev-{uuid4().hex[:6]}",
+        team="backend",
+        role="developer",
+        model=model,
+        task_id=None,
+        started_at=started_at,
+        ended_at=started_at + timedelta(minutes=5),
+        tokens_input=tokens_input,
+        tokens_output=0,
+        estimated_cost_usd=cost,
+    )
+
+
 # 1 awaiting + 1 blocked + 4 held drafts (release/x/video/roadmap-item).
 EXPECTED_NEEDS_YOU_TOTAL = 6
 
@@ -195,3 +218,110 @@ async def test_today_composes_needs_you_fleet_and_ship(
 
     assert brief["ship"]["open_release_proposal"] is True
     assert brief["ship"]["ci_fix_tasks"] == baseline["ship"]["ci_fix_tasks"] + 1
+
+
+# ---------------------------------------------------------------------------
+# Display-timezone bucketing (Issue 2) — "today" is display_timezone-aware,
+# not always the server's UTC day. `_session_metrics_by_day` is called
+# directly with an explicit historical `days` window so the test is fully
+# deterministic (disconnected from the real "now").
+# ---------------------------------------------------------------------------
+
+
+@pytest.mark.asyncio
+async def test_session_metrics_by_day_buckets_by_display_timezone(
+    db_session: AsyncSession, monkeypatch: pytest.MonkeyPatch
+) -> None:
+    """23:30 UTC on the 15th is already 00:30 on the 16th in Europe/Berlin
+    (winter, CET = UTC+1) — the exact 'evening activity lands on the wrong
+    display day' bug this fix targets."""
+    started = datetime(2026, 1, 15, 23, 30, tzinfo=UTC)
+    session_row = _spawn_session(started_at=started, model="claude-sonnet-5", cost=1.23)
+    db_session.add(session_row)
+    await db_session.flush()
+
+    svc = get_tg_cockpit_service(db_session)
+
+    monkeypatch.setattr(settings, "display_timezone", "UTC")
+    cost_utc, tokens_utc, _ = await svc._session_metrics_by_day([date(2026, 1, 15)])
+    assert cost_utc.get(date(2026, 1, 15), 0.0) >= _COST_TOL
+    assert tokens_utc.get(date(2026, 1, 15), 0) >= _TOKENS_FLOOR
+
+    monkeypatch.setattr(settings, "display_timezone", "Europe/Berlin")
+    cost_berlin, tokens_berlin, _ = await svc._session_metrics_by_day(
+        [date(2026, 1, 16)]
+    )
+    assert cost_berlin.get(date(2026, 1, 16), 0.0) >= _COST_TOL
+    assert tokens_berlin.get(date(2026, 1, 16), 0) >= _TOKENS_FLOOR
+    # And the SAME row must NOT double-count into the UTC calendar day under
+    # the Berlin bucketing — the 15th should now come up empty for this row.
+    cost_berlin_15, _, _ = await svc._session_metrics_by_day([date(2026, 1, 15)])
+    assert cost_berlin_15.get(date(2026, 1, 15), 0.0) < _COST_TOL
+
+
+@pytest.mark.asyncio
+async def test_window_dates_shifts_with_display_timezone(
+    monkeypatch: pytest.MonkeyPatch,
+) -> None:
+    """`_window_dates` (real 'now') must reflect the configured display
+    timezone, not always UTC."""
+    svc = get_tg_cockpit_service(cast("AsyncSession", None))
+    monkeypatch.setattr(settings, "display_timezone", "UTC")
+    utc_dates = svc._window_dates()
+    monkeypatch.setattr(settings, "display_timezone", "Pacific/Kiritimati")
+    # UTC+14 — the furthest-ahead real timezone; "today" there is never
+    # earlier, and is later whenever UTC hasn't crossed its own midnight yet.
+    kiritimati_dates = svc._window_dates()
+    assert kiritimati_dates[-1] >= utc_dates[-1]
+
+
+# ---------------------------------------------------------------------------
+# Ollama Cloud honesty-labeling (Issue 1) — an ungrounded ':cloud' model's $0
+# is flagged subscription_billed, never rendered as a bare misleading "$0".
+# ---------------------------------------------------------------------------
+
+
+@pytest.mark.asyncio
+async def test_today_spend_flags_ungrounded_ollama_cloud_as_subscription_billed(
+    db_session: AsyncSession,
+) -> None:
+    now = datetime.now(UTC)
+    db_session.add(
+        _spawn_session(started_at=now, model="some-future-model:cloud", cost=0.0)
+    )
+    await db_session.flush()
+
+    summary = await get_tg_cockpit_service(db_session).today_spend()
+
+    assert summary["cost_today_usd"] == pytest.approx(0.0)
+    assert summary["subscription_billed"] is True
+
+
+@pytest.mark.asyncio
+async def test_today_spend_not_subscription_billed_when_priced(
+    db_session: AsyncSession,
+) -> None:
+    """A real per-token cost (even from a priced Ollama Cloud model like
+    GLM-5.2) is never mislabeled as an untracked subscription figure."""
+    now = datetime.now(UTC)
+    db_session.add(_spawn_session(started_at=now, model="glm-5.2:cloud", cost=2.5))
+    await db_session.flush()
+
+    summary = await get_tg_cockpit_service(db_session).today_spend()
+
+    assert summary["subscription_billed"] is False
+
+
+@pytest.mark.asyncio
+async def test_today_spend_not_subscription_billed_for_local_ollama(
+    db_session: AsyncSession,
+) -> None:
+    """A genuinely-free self-hosted model (no ':cloud' tag) at $0 is just
+    free, not an untracked subscription."""
+    now = datetime.now(UTC)
+    db_session.add(_spawn_session(started_at=now, model="ollama/llama3", cost=0.0))
+    await db_session.flush()
+
+    summary = await get_tg_cockpit_service(db_session).today_spend()
+
+    assert summary["subscription_billed"] is False