diff --git a/plugins/docker/ingest.py b/plugins/docker/ingest.py
index 5262280..15ef48a 100644
--- a/plugins/docker/ingest.py
+++ b/plugins/docker/ingest.py
@@ -169,6 +169,7 @@ async def _persist_swarm(session, host, swarm: dict) -> None:
         row.running = int(s.get("running") or 0)
         row.image = s.get("image")
         row.placement_json = json.dumps(s.get("placement") or [])
+        row.tasks_json = json.dumps(s.get("tasks") or [])
         row.updated_at = now
     stale_services = delete(DockerSwarmService).where(
         DockerSwarmService.host_id == host.id)
diff --git a/plugins/docker/mcp_tools.py b/plugins/docker/mcp_tools.py
index c20dfe6..b8e4a3c 100644
--- a/plugins/docker/mcp_tools.py
+++ b/plugins/docker/mcp_tools.py
@@ -26,10 +26,10 @@ from steward.models.users import UserRole
 from . import service as docker_svc
 from .dedup import dedup_by_container_id
 from .models import DockerDiskUsage, DockerSwarmNode, DockerSwarmService
-from .swarm_view import build_swarm_services
+from .swarm_view import build_swarm_services, replaced_tasks, task_time
 
 PROBLEMS = ("restarting", "crash_looping", "unhealthy", "oom_killed", "exited_nonzero")
-CRASH_LOOP_DEATHS = 3        # default; Settings → Thresholds sets it
+CRASH_LOOP_DEATHS = docker_svc.CRASH_LOOP_DEATHS
 LOG_LINE_CHARS = 2000
 
 
@@ -61,7 +61,8 @@ def cut_middle(text: str, limit: int = LOG_LINE_CHARS) -> str:
     return f"{text[:keep]} [… {len(text) - 2 * keep} characters omitted …] {text[-keep:]}"
 
 
-def container_row(c, host_names: dict, problems: list[str], now: datetime) -> dict:
+def container_row(c, host_names: dict, problems: list[str], now: datetime,
+                  replaced: bool = False) -> dict:
     running = (c.status or "").lower() == "running"
     return {
         "container_name": c.name,
@@ -82,6 +83,8 @@ def container_row(c, host_names: dict, problems: list[str], now: datetime) -> di
         "uptime_s": age_s(c.started_at, now) if running and c.started_at else None,
         "compose_project": c.compose_project,
         "swarm_service": c.service_name,
+        # A swarm task Swarm has replaced: history, judged on its service.
+        "swarm_replaced": replaced if c.service_name else None,
         "reported_at": iso(c.scraped_at),
         "reported_age_s": age_s(c.scraped_at, now),
     }
@@ -110,15 +113,41 @@ def container_findings(rows: list[dict]) -> list[dict]:
     return out
 
 
+def task_error_text(err: dict | None) -> str:
+    """Swarm's own account of a task's end, as one clause."""
+    if not err:
+        return ""
+    why = err.get("error") or err.get("message") or err.get("state") or "unknown"
+    code = f", exit {err['exit_code']}" if err.get("exit_code") not in (None, 0) else ""
+    where = f" on {err['node']}" if err.get("node") else ""
+    return f"{why}{code}{where}"
+
+
 def service_findings(services: list[dict]) -> list[dict]:
+    """Swarm services that are failing: crash-looping, under-replicated, or that
+    lost a task to an error in the last 24h. Each names Swarm's last task error."""
     out = []
     for s in services:
-        if s["state"] == "healthy":
-            continue
-        out.append(finding(
-            "critical" if s["state"] == "down" else "warning", f"swarm_service_{s['state']}",
-            s["name"], f"swarm service {s['name']} has {s['running']} of {s['desired']} replicas running",
-            ids={"service_name": s["name"]}, next="list_swarm_services()"))
+        replicas = f"{s['running']} of {s['desired']} replicas running"
+        last = task_error_text(s.get("last_error"))
+        tail = f"; last task error: {last}" if last else ""
+        ids = {"service_name": s["name"]}
+        if s.get("crash_looping"):
+            out.append(finding(
+                "critical", "swarm_service_crash_looping", s["name"],
+                f"swarm service {s['name']} keeps failing: {s['failures_1h']} tasks failed in the "
+                f"last hour, {replicas}{tail}", ids=ids, next="list_swarm_services()"))
+        elif s["state"] != "healthy":
+            out.append(finding(
+                "critical" if s["state"] == "down" else "warning", f"swarm_service_{s['state']}",
+                s["name"], f"swarm service {s['name']} has {replicas}{tail}",
+                ids=ids, next="list_swarm_services()"))
+        elif s.get("failures_24h"):
+            n = s["failures_24h"]
+            out.append(finding(
+                "warning", "swarm_task_failed", s["name"],
+                f"swarm service {s['name']} had {n} failed task{'s' if n != 1 else ''} in the last "
+                f"24h and is now {replicas}{tail}", ids=ids, next="list_swarm_services()"))
     return out
 
 
@@ -129,38 +158,49 @@ async def _host_names(db) -> dict[str, str]:
 
 
 def _crash_loop_deaths() -> int:
-    th = (mcp_app().config.get("THRESHOLDS") or {}).get("crash_loop") or {}
-    return int(th.get("warn") or CRASH_LOOP_DEATHS)
+    return docker_svc.crash_loop_deaths(mcp_app().config)
+
+
+async def _replaced(db, containers) -> set[tuple]:
+    services = list((await db.execute(select(DockerSwarmService))).scalars())
+    return replaced_tasks(containers, services)
 
 
 async def _rows(db, now: datetime) -> list[dict]:
+    """Every container with its problems. A swarm task Swarm replaced has none:
+    its failure, if it was one, belongs to its service (service_findings)."""
     containers = dedup_by_container_id(await docker_svc.list_containers(db))
+    replaced = await _replaced(db, containers)
     failures = await docker_svc.recent_failures_by_container(db, now - timedelta(hours=24))
     hour_ago = now - timedelta(hours=1)
     host_names = await _host_names(db)
     deaths = _crash_loop_deaths()
     rows = []
     for c in containers:
+        gone = (c.host_id, c.name) in replaced
         events = failures.get((c.host_id, c.name), [])
         recent = sum(1 for e in events if e.at >= hour_ago)
-        rows.append(container_row(c, host_names, container_problems(c, recent, bool(events), deaths), now))
+        problems = [] if gone else container_problems(c, recent, bool(events), deaths)
+        rows.append(container_row(c, host_names, problems, now, replaced=gone))
     return rows
 
 
-async def _swarm(db):
+async def _swarm(db, now: datetime):
     containers = dedup_by_container_id(await docker_svc.list_containers(db))
     services = list((await db.execute(select(DockerSwarmService))).scalars())
     nodes = list((await db.execute(select(DockerSwarmNode))).scalars())
     host_names = await _host_names(db)
     node_hostname = {n.node_id: n.hostname for n in nodes if n.hostname}
-    built = build_swarm_services(containers, services, node_hostname, host_names)
+    built = build_swarm_services(containers, services, node_hostname, host_names,
+                                 now=now, crash_loop_deaths=_crash_loop_deaths())
     return built["services"], nodes, host_names
 
 
 async def mcp_overview(db) -> list[dict]:
     """get_overview findings: failing containers and under-replicated swarm services."""
-    rows = await _rows(db, now_utc())
-    services, _, _ = await _swarm(db)
+    now = now_utc()
+    rows = await _rows(db, now)
+    services, _, _ = await _swarm(db, now)
     return container_findings(rows) + service_findings(services)
 
 
@@ -184,6 +224,11 @@ async def list_containers(host: str = "", status: str = "", problem: str = "",
     Containers with problems come first. Each row's `problems` lists what is
     wrong, most severe first. `reported_age_s` is how old the agent's last
     report is, so a large value means the row may be stale.
+
+    A swarm task's container that Swarm has replaced (a rolling update, or a
+    retry after a failure) has `swarm_replaced: true` and no problems: Swarm
+    restarts a task as a new container, so failures are counted on the
+    service — list_swarm_services shows them.
     """
     if problem and problem != "any" and problem not in PROBLEMS:
         raise ValueError(f"problem {problem!r} is not 'any' or one of {', '.join(PROBLEMS)}.")
@@ -254,6 +299,7 @@ async def get_container(container: str, host: str = "", range: str = "24h", even
     now = now_utc()
     async with db_session() as db:
         c = await _pick_container(db, container, host)
+        gone = (c.host_id, c.name) in await _replaced(db, await docker_svc.list_containers(db))
         failures = (await docker_svc.recent_failures_by_container(
             db, now - timedelta(hours=24))).get((c.host_id, c.name), [])
         host_names = await _host_names(db)
@@ -265,9 +311,9 @@ async def get_container(container: str, host: str = "", range: str = "24h", even
         ports = json.loads(c.ports_json or "[]")
     except ValueError:
         ports = []
+    problems = [] if gone else container_problems(c, recent, bool(failures), _crash_loop_deaths())
     return {
-        **container_row(c, host_names,
-                        container_problems(c, recent, bool(failures), _crash_loop_deaths()), now),
+        **container_row(c, host_names, problems, now, replaced=gone),
         "container_id": c.container_id,
         "ports": ports,
         "net_rx_bytes": c.net_rx_bytes, "net_tx_bytes": c.net_tx_bytes,
@@ -285,15 +331,32 @@ async def list_swarm_services(limit: int = 100) -> dict:
     """Docker Swarm services with their replicas per node, and the swarm's nodes.
 
     `state` is "healthy" (all desired replicas running), "degraded" (some) or
-    "down" (none). Each replica names its host and container status; a replica
-    marked `ghost` runs on a node with no Steward agent, so Steward knows only
-    how many tasks are placed there. `nodes` lists every swarm node once, with
-    its role (manager/worker), availability and status.
+    "down" (none). `replicas` are the service's current tasks: each names its
+    host and container status, and one marked `ghost` runs on a node with no
+    Steward agent, so Steward knows only how many tasks are placed there.
+    Tasks Swarm replaced (rolling updates, retries) are left out and counted
+    in `previous_tasks`.
+
+    From Swarm's own task records (a manager's agent 1.8.0 or later;
+    `tasks_known: false` and nulls otherwise):
+    - `failures_1h` / `failures_24h`: tasks that failed or were rejected.
+      Swarm retries a failed task as a new one, so this, not any container's
+      restart count, is how a crash loop shows. Swarm keeps about 5 old tasks
+      per replica, which bounds the count.
+    - `crash_looping`: failures_1h reached the crash-loop count set under
+      Settings → Thresholds (default 3).
+    - `last_error`: the newest task that failed, was rejected, or carries an
+      error while Swarm retries it — `error` is Swarm's own text (e.g. "No
+      such image", "task: non-zero exit (1)"), with `exit_code`, `node`, `at`.
+
+    Services with a problem come first. `nodes` lists every swarm node once,
+    with its role (manager/worker), availability and status.
     limit: default 100, max 500.
     """
     limit = clamp_limit(limit, 100, 500)
+    now = now_utc()
     async with db_session() as db:
-        services, nodes, host_names = await _swarm(db)
+        services, nodes, host_names = await _swarm(db, now)
     seen, node_rows = set(), []
     for n in sorted(nodes, key=lambda n: n.updated_at, reverse=True):
         if n.node_id in seen:
@@ -304,10 +367,26 @@ async def list_swarm_services(limit: int = 100) -> dict:
                           "reported_by": host_names.get(n.host_id)})
     node_rows.sort(key=lambda n: n["hostname"].lower())
     order = {"down": 0, "degraded": 1, "healthy": 2}
+
+    def _rank(s):
+        return (not s["crash_looping"], order.get(s["state"], 3), not s["failures_24h"], s["name"])
+
+    def _error_row(err):
+        if err is None:
+            return None
+        at = task_time(err)
+        return {"error": err["error"], "message": err["message"], "state": err["state"],
+                "exit_code": err["exit_code"], "node": err["node"],
+                "at": iso(at), "age_s": age_s(at, now) if at else None}
+
     rows = [
         {
             "service_name": s["name"], "mode": s["mode"], "state": s["state"],
             "running": s["running"], "desired": s["desired"],
+            "crash_looping": s["crash_looping"],
+            "failures_1h": s["failures_1h"], "failures_24h": s["failures_24h"],
+            "last_error": _error_row(s["last_error"]),
+            "previous_tasks": s["previous_tasks"], "tasks_known": s["tasks_known"],
             "replicas": [
                 {"ghost": True, "host": r["host"], "count": r["count"]} if r["ghost"] else
                 {"ghost": False, "host": r["host"], "host_id": r["host_id"], "container_name": r["name"],
@@ -316,7 +395,7 @@ async def list_swarm_services(limit: int = 100) -> dict:
                 for r in s["replicas"]
             ],
         }
-        for s in sorted(services, key=lambda s: (order.get(s["state"], 3), s["name"]))
+        for s in sorted(services, key=_rank)
     ]
     return {"nodes": node_rows, **bounded(rows, limit, key="services")}
 
diff --git a/plugins/docker/migrations/versions/docker_010_swarm_tasks.py b/plugins/docker/migrations/versions/docker_010_swarm_tasks.py
new file mode 100644
index 0000000..bf0e4ad
--- /dev/null
+++ b/plugins/docker/migrations/versions/docker_010_swarm_tasks.py
@@ -0,0 +1,30 @@
+"""Docker swarm service tasks column
+
+Adds docker_swarm_services.tasks_json — each service's newest tasks as a
+manager's agent (≥ 1.8.0) reports them: slot, node, desired and current state,
+Swarm's error and message, exit code and time. Lets Steward tell a task Swarm
+replaced from one that crashed, count a service's failures across task
+retries, and say why its last task failed. Additive column; no DROP+recreate.
+
+Revision ID: docker_010_swarm_tasks
+Revises: docker_009_container_logs
+Create Date: 2026-10-06
+"""
+from typing import Sequence, Union
+from alembic import op
+import sqlalchemy as sa
+
+revision: str = "docker_010_swarm_tasks"
+down_revision: Union[str, None] = "docker_009_container_logs"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.add_column("docker_swarm_services",
+                  sa.Column("tasks_json", sa.Text, nullable=False,
+                            server_default="[]"))
+
+
+def downgrade() -> None:
+    op.drop_column("docker_swarm_services", "tasks_json")
diff --git a/plugins/docker/models.py b/plugins/docker/models.py
index 7082d20..257ea6e 100644
--- a/plugins/docker/models.py
+++ b/plugins/docker/models.py
@@ -223,6 +223,11 @@ class DockerSwarmService(Base):
     # A manager sees every task, so this captures cross-node placement that the
     # local docker_containers rows (this host only) can't.
     placement_json: Mapped[str] = mapped_column(Text, nullable=False, default="[]")
+    # The service's newest tasks, newest first, as the manager's agent shaped
+    # them: [{"task_id", "slot", "node_id", "desired_state", "state", "message",
+    # "error", "exit_code", "at"}], JSON. Swarm's own record of which tasks it
+    # replaced and why each one stopped; "[]" from agents older than 1.8.0.
+    tasks_json: Mapped[str] = mapped_column(Text, nullable=False, default="[]")
     updated_at: Mapped[datetime] = mapped_column(
         DateTime(timezone=True), nullable=False,
         default=lambda: datetime.now(timezone.utc),
diff --git a/plugins/docker/routes.py b/plugins/docker/routes.py
index d930f63..226b31f 100644
--- a/plugins/docker/routes.py
+++ b/plugins/docker/routes.py
@@ -15,7 +15,7 @@ from steward.models.hosts import Host
 from steward.core.time_range import parse_range, DEFAULT_RANGE
 from . import service as docker_svc
 from .dedup import dedup_by_container_id
-from .swarm_view import build_swarm_services
+from .swarm_view import build_swarm_services, parse_tasks, task_summary
 from .models import (
     DockerContainer, DockerDiskUsage, DockerEvent, DockerImage,
     DockerSwarmNode, DockerSwarmService,
@@ -128,7 +128,9 @@ async def rows():
         # from the managers' placement). Non-swarm containers keep the host view.
         node_hostname = {n.node_id: n.hostname for n in nodes if n.hostname}
         host_name = {h.id: h.name for h in hosts.values()}
-        swarm_view = build_swarm_services(containers, services, node_hostname, host_name)
+        swarm_view = build_swarm_services(
+            containers, services, node_hostname, host_name,
+            crash_loop_deaths=docker_svc.crash_loop_deaths(current_app.config))
 
         standalone = [c for c in containers if not c.service_name]
         groups: dict[str, dict] = {}
@@ -204,13 +206,13 @@ async def widget():
         )).scalars()))
         services = list((await db.execute(select(DockerSwarmService))).scalars())
         nodes = list((await db.execute(select(DockerSwarmNode))).scalars())
-        # Recent failures are more actionable than a static "stopped" tally. Count
+        # Recent failures are more actionable than a static "stopped" tally. Read
         # DISTINCT container names so the two managers' duplicate die/oom events
-        # don't double it.
-        failed_24h = (await db.execute(
-            select(func.count(func.distinct(DockerEvent.container_name)))
+        # don't double it; swarm tasks are counted on their service below.
+        dead_names = list((await db.execute(
+            select(func.distinct(DockerEvent.container_name))
             .where(DockerEvent.event.in_(("die", "oom")), DockerEvent.at >= since_24h)
-        )).scalar() or 0
+        )).scalars())
         hosts = await docker_svc.host_map(
             db,
             {c.host_id for c in all_containers}
@@ -221,7 +223,10 @@ async def widget():
     # host); non-swarm containers stay grouped by host.
     node_hostname = {n.node_id: n.hostname for n in nodes if n.hostname}
     host_name = {h.id: h.name for h in hosts.values()}
-    swarm_services = build_swarm_services(all_containers, services, node_hostname, host_name)["services"]
+    swarm_services = build_swarm_services(
+        all_containers, services, node_hostname, host_name,
+        crash_loop_deaths=docker_svc.crash_loop_deaths(current_app.config))["services"]
+    failed_24h = docker_svc.failed_24h(dead_names, swarm_services)
 
     standalone = [c for c in all_containers if not c.service_name]
     running = [c for c in standalone if c.status == "running"]
@@ -413,6 +418,8 @@ async def swarm():
                 node_by_id[n.node_id] = n
 
         node_names = {nid: (nrow.hostname or nid) for nid, nrow in node_by_id.items()}
+        now = datetime.now(timezone.utc)
+        deaths = docker_svc.crash_loop_deaths(current_app.config)
         svc_dicts = []
         for s in sorted(svc_by_name.values(), key=lambda s: s.service_name):
             placement = []
@@ -428,7 +435,10 @@ async def swarm():
                 "healthy": s.running >= s.desired and s.desired > 0,
                 "degraded": 0 < s.running < s.desired,
                 "down": s.running == 0 and s.desired > 0,
+                "state": ("healthy" if s.running >= s.desired and s.desired > 0
+                          else "degraded" if s.running > 0 else "down"),
                 "placement": placement,
+                **task_summary(parse_tasks(s), now, deaths, node_names),
             })
         node_rows = sorted(
             node_by_id.values(), key=lambda n: (n.role, (n.hostname or n.node_id).lower())
diff --git a/plugins/docker/service.py b/plugins/docker/service.py
index aab5729..1cd985b 100644
--- a/plugins/docker/service.py
+++ b/plugins/docker/service.py
@@ -14,6 +14,37 @@ from steward.models.hosts import Host
 from .models import DockerContainer, DockerEvent, DockerLog, DockerMetric, DockerMetricHourly
 
 
+CRASH_LOOP_DEATHS = 3  # default; Settings → Thresholds sets it
+
+
+def crash_loop_deaths(config) -> int:
+    """Deaths within an hour that make a container or a swarm service a crash
+    loop, from Settings → Thresholds (app.config["THRESHOLDS"])."""
+    th = (config.get("THRESHOLDS") or {}).get("crash_loop") or {}
+    return int(th.get("warn") or CRASH_LOOP_DEATHS)
+
+
+def failed_24h(dead_names, swarm_services) -> int:
+    """Failures in the last 24h for the dashboard: distinct plain containers
+    that died or were OOM-killed, plus each swarm service's failed tasks.
+
+    A swarm task's container dies whenever Swarm replaces it (a rolling update
+    kills it with 137), so its die event is not a failure. Services with
+    Swarm's task records count their failed tasks instead; a service without
+    them (an agent older than 1.8.0) falls back to its tasks' die events.
+    """
+    by_prefix = {s["name"] + ".": s for s in swarm_services}
+    plain, fallback = 0, set()
+    for name in dead_names:
+        svc = next((s for p, s in by_prefix.items() if name.startswith(p)), None)
+        if svc is None:
+            plain += 1
+        elif not svc["tasks_known"]:
+            fallback.add(name)
+    tasks = sum(s["failures_24h"] or 0 for s in swarm_services if s["tasks_known"])
+    return plain + len(fallback) + tasks
+
+
 def bucket(values: list[float], target: int = 40) -> list[float]:
     """Bucket-average a series down to ~target points (DB-agnostic, in Python).
 
diff --git a/plugins/docker/swarm_view.py b/plugins/docker/swarm_view.py
index cfffa80..f2d779d 100644
--- a/plugins/docker/swarm_view.py
+++ b/plugins/docker/swarm_view.py
@@ -11,12 +11,28 @@ For every swarm service we list the real replicas we have detail for, then add
 "ghost" replicas for the remaining placement count on each node (agent-less
 nodes). Non-swarm containers pass through grouped by host, unchanged.
 
+A third source, DockerSwarmService.tasks_json (agent ≥ 1.8.0), is Swarm's own
+record of each service's newest tasks. It decides which task containers are
+*superseded* — replaced by Swarm, so neither a replica nor a crash — and gives
+each service its failures across task retries and the error of its last
+failed task. Swarm restarts a task by creating a new one (a new container), so
+failures can only be counted per service, never per container.
+
 Kept model-free (no ORM imports) so it's unit-testable and safe to import in
 tests without the plugin-loader "table already defined" gotcha.
 """
 from __future__ import annotations
 
 import json
+from datetime import datetime, timedelta, timezone
+
+# Task states that mean the task ended in error: `failed` (its container exited
+# non-zero or never started) and `rejected` (Swarm could not start it at all,
+# e.g. no such image, a bad mount).
+FAILED_TASK_STATES = ("failed", "rejected")
+# Desired states of a task Swarm still means to run. Anything else (shutdown,
+# remove, complete, orphaned) is a task Swarm has finished with.
+_CURRENT_DESIRED = ("running", "ready", "")
 
 
 def _service_state(running: int, desired: int) -> str:
@@ -36,30 +52,179 @@ def _placement(service) -> list[dict]:
     return [p for p in data if isinstance(p, dict)]
 
 
-def build_swarm_services(containers, services, node_hostname: dict, host_name: dict) -> dict:
-    """Return {"services": [...], "standalone": [...]}.
+def parse_tasks(service) -> list[dict]:
+    """A service row's task records, newest first; [] when its agent sent none."""
+    raw = getattr(service, "tasks_json", None) or "[]"
+    try:
+        data = json.loads(raw)
+    except (ValueError, TypeError):
+        return []
+    return [t for t in data if isinstance(t, dict)]
 
-    services[i] = {name, mode, desired, running, state, replicas:[...]}
-      real replica  = {ghost:False, host, host_id, name, status, cpu_pct, mem_pct,
-                       health, restart_count}
-      ghost replica = {ghost:True, host, count}   # placement with no local row
-    standalone[i] = {host_id, host, containers:[...]}  # non-swarm, by host
+
+def task_time(task: dict) -> datetime | None:
+    """A task's status timestamp. Docker writes nanoseconds; Python ≥ 3.11 keeps
+    the first six digits."""
+    raw = task.get("at") or ""
+    try:
+        at = datetime.fromisoformat(raw.replace("Z", "+00:00"))
+    except ValueError:
+        return None
+    return at if at.tzinfo else at.replace(tzinfo=timezone.utc)
+
+
+def task_failures(tasks: list[dict], since: datetime) -> int:
+    """How many tasks ended in error at or after `since`."""
+    n = 0
+    for t in tasks:
+        at = task_time(t)
+        if t.get("state") in FAILED_TASK_STATES and at is not None and at >= since:
+            n += 1
+    return n
+
+
+def last_task_error(tasks: list[dict]) -> dict | None:
+    """Why the service's newest troubled task is in trouble, from Swarm itself.
+
+    The newest task that failed or was rejected, or that Swarm attached an error
+    to while still trying (a pending task with "no suitable node", say). None
+    when no retained task has a problem.
     """
+    for t in tasks:  # newest first
+        if t.get("state") in FAILED_TASK_STATES or t.get("error"):
+            return {"state": t.get("state"), "error": t.get("error") or None,
+                    "message": t.get("message") or None, "exit_code": t.get("exit_code"),
+                    "node_id": t.get("node_id") or None, "at": t.get("at") or None}
+    return None
+
+
+def task_summary(tasks: list[dict], now: datetime, crash_loop_deaths: int,
+                 node_hostname: dict) -> dict:
+    """What a service's task records say: tasks_known, failures_1h,
+    failures_24h (None without records), crash_looping, and last_error with
+    the node's hostname as `node`."""
+    known = bool(tasks)
+    failures_1h = task_failures(tasks, now - timedelta(hours=1)) if known else None
+    last_error = last_task_error(tasks)
+    if last_error is not None:
+        nid = last_error["node_id"]
+        last_error["node"] = node_hostname.get(nid) or (nid[:12] if nid else None)
+        at = task_time(last_error)
+        last_error["age_s"] = max(0, int((now - at).total_seconds())) if at else None
+    return {
+        "tasks_known": known,
+        "failures_1h": failures_1h,
+        "failures_24h": task_failures(tasks, now - timedelta(hours=24)) if known else None,
+        "crash_looping": bool(known and failures_1h >= crash_loop_deaths),
+        "last_error": last_error,
+    }
+
+
+def _slot_key(c) -> str:
+    """A task container's slot within its service: "<service>.<slot>.<task>" for
+    replicated services, "<service>.<node id>.<task>" for global ones."""
+    svc, name = c.service_name, c.name or ""
+    rest = name[len(svc) + 1:] if name.startswith(svc + ".") else name
+    return rest.split(".", 1)[0]
+
+
+def superseded_containers(swarm_cs, tasks_by_id: dict[str, dict]) -> set[tuple]:
+    """(host_id, name) of task containers Swarm has replaced.
+
+    With the task on record, its desired state decides: Swarm sets a replaced
+    or failed task's desired state to shutdown. Without it (an older agent, or a
+    task older than the retained history), a container that is not running is
+    superseded when another task in the same slot is running or started later.
+    """
+    out: set[tuple] = set()
+    by_slot: dict[tuple, list] = {}
+    for c in swarm_cs:
+        by_slot.setdefault((c.service_name, _slot_key(c)), []).append(c)
+    for c in swarm_cs:
+        task = tasks_by_id.get(getattr(c, "task_id", None) or "")
+        if task is not None:
+            if task.get("desired_state") not in _CURRENT_DESIRED:
+                out.add((c.host_id, c.name))
+            continue
+        if (getattr(c, "status", "") or "").lower() == "running":
+            continue
+        mine = getattr(c, "started_at", None)
+        for other in by_slot[(c.service_name, _slot_key(c))]:
+            if other is c:
+                continue
+            theirs = getattr(other, "started_at", None)
+            if ((getattr(other, "status", "") or "").lower() == "running"
+                    or (theirs is not None and (mine is None or theirs > mine))):
+                out.add((c.host_id, c.name))
+                break
+    return out
+
+
+def _newest_per_name(services) -> dict[str, object]:
+    """Every manager reports the same cluster-global service set; keep the most
+    recently updated row per name, so a manager on an older agent (no tasks)
+    doesn't shadow one that reports them."""
+    by_name: dict[str, object] = {}
+    for s in services:
+        name = getattr(s, "service_name", None)
+        if not name:
+            continue
+        kept = by_name.get(name)
+        if kept is None:
+            by_name[name] = s
+            continue
+        a, b = getattr(s, "updated_at", None), getattr(kept, "updated_at", None)
+        if a is not None and (b is None or a > b):
+            by_name[name] = s
+    return by_name
+
+
+def replaced_tasks(containers, services) -> set[tuple]:
+    """(host_id, name) of the task containers Swarm has replaced, from the
+    container rows and the managers' service rows. What the container views use
+    to leave history out of their problem lists."""
+    swarm_cs = [c for c in containers if getattr(c, "service_name", None)]
+    tasks_by_id = {t["task_id"]: t for s in _newest_per_name(services).values()
+                   for t in parse_tasks(s) if t.get("task_id")}
+    return superseded_containers(swarm_cs, tasks_by_id)
+
+
+def build_swarm_services(containers, services, node_hostname: dict, host_name: dict,
+                         *, now: datetime | None = None, crash_loop_deaths: int = 3) -> dict:
+    """Return {"services": [...], "standalone": [...], "superseded": {(host_id, name)}}.
+
+    services[i] = {name, mode, desired, running, state, replicas:[...],
+                   previous_tasks, tasks_known, failures_1h, failures_24h,
+                   crash_looping, last_error}
+      real replica  = {ghost:False, host, host_id, name, status, cpu_pct, mem_pct,
+                       health, restart_count}   # current tasks only
+      ghost replica = {ghost:True, host, count}   # placement with no local row
+      previous_tasks = task containers Swarm replaced, left out of replicas
+      failures_*    = tasks that failed or were rejected in the window (None
+                      without task data); crash_looping = failures_1h ≥ the
+                      Settings → Thresholds crash-loop count
+      last_error    = last_task_error(), plus `node` (the node's hostname)
+    standalone[i] = {host_id, host, containers:[...]}  # non-swarm, by host
+    superseded    = the task containers Swarm replaced, so callers can skip them
+    """
+    now = now or datetime.now(timezone.utc)
     containers = list(containers)
     swarm_cs = [c for c in containers if getattr(c, "service_name", None)]
     standalone_cs = [c for c in containers if not getattr(c, "service_name", None)]
 
-    # Dedup service rows by name (every manager reports the same cluster-global
-    # set); keep the first — placement is identical across managers.
-    svc_by_name: dict[str, object] = {}
-    for s in services:
-        name = getattr(s, "service_name", None)
-        if name and name not in svc_by_name:
-            svc_by_name[name] = s
+    svc_by_name = _newest_per_name(services)
+    tasks_by_svc = {name: parse_tasks(s) for name, s in svc_by_name.items()}
+    tasks_by_id = {t["task_id"]: t for ts in tasks_by_svc.values() for t in ts
+                   if t.get("task_id")}
+    superseded = superseded_containers(swarm_cs, tasks_by_id)
 
-    # Real containers grouped by service name.
+    # Current task containers grouped by service name; replaced ones are counted.
     cs_by_service: dict[str, list] = {}
+    previous: dict[str, int] = {}
     for c in swarm_cs:
+        if (c.host_id, c.name) in superseded:
+            previous[c.service_name] = previous.get(c.service_name, 0) + 1
+            continue
         cs_by_service.setdefault(c.service_name, []).append(c)
 
     def _host_of(c):
@@ -124,6 +289,8 @@ def build_swarm_services(containers, services, node_hostname: dict, host_name: d
             "desired": desired,
             "state": _service_state(int(running or 0), int(desired or 0)),
             "replicas": replicas,
+            "previous_tasks": previous.get(name, 0),
+            **task_summary(tasks_by_svc.get(name, []), now, crash_loop_deaths, node_hostname),
         })
 
     # Non-swarm containers grouped by host, running-first order preserved.
@@ -137,4 +304,4 @@ def build_swarm_services(containers, services, node_hostname: dict, host_name: d
         g["containers"].append(c)
     standalone = sorted(groups.values(), key=lambda g: g["host"].lower())
 
-    return {"services": out_services, "standalone": standalone}
+    return {"services": out_services, "standalone": standalone, "superseded": superseded}
diff --git a/plugins/docker/templates/docker/_swarm_failures.html b/plugins/docker/templates/docker/_swarm_failures.html
new file mode 100644
index 0000000..97cece0
--- /dev/null
+++ b/plugins/docker/templates/docker/_swarm_failures.html
@@ -0,0 +1,31 @@
+{#- One line on a swarm service's task failures, from Swarm's own task records
+    (agent ≥ 1.8.0): a crash loop or the failures of the last 24h, and how the
+    newest troubled task ended, in Swarm's words. Expects `s` with state,
+    crash_looping, failures_1h, failures_24h and last_error; `style` is
+    optional extra CSS for the wrapper. Renders nothing for a healthy service
+    with no recent failures. -#}
+{%- macro ago(sec) -%}
+  {%- if sec < 90 -%}{{ sec }}s ago
+  {%- elif sec < 5400 -%}{{ sec // 60 }}m ago
+  {%- elif sec < 172800 -%}{{ sec // 3600 }}h ago
+  {%- else -%}{{ sec // 86400 }}d ago{%- endif -%}
+{%- endmacro -%}
+{%- set e = s.last_error -%}
+{%- if s.crash_looping or s.failures_24h or (e and s.state != 'healthy') %}
+<div style="display:flex;flex-wrap:wrap;align-items:baseline;gap:0.2rem 0.6rem;font-size:0.78rem;color:var(--text-muted);{{ style or '' }}">
+  {% if s.crash_looping %}
+  <span style="color:var(--red);font-weight:600;">Crash-looping · {{ s.failures_1h }} tasks failed in the last hour</span>
+  {% elif s.failures_24h %}
+  <span style="color:var(--orange);">{{ s.failures_24h }} task{{ 's' if s.failures_24h != 1 }} failed in the last 24h</span>
+  {% endif %}
+  {% if e %}
+  <span title="How Swarm recorded the end of this service's newest failed task">
+    Last task {{ e.state }}:
+    <span style="color:var(--text);font-family:ui-monospace,monospace;overflow-wrap:anywhere;">{{ e.error or e.message or e.state }}</span>
+    {%- if e.exit_code %} · exit {{ e.exit_code }}{% endif %}
+    {%- if e.node %} · {{ e.node }}{% endif %}
+    {%- if e.age_s is not none %} · {{ ago(e.age_s) }}{% endif %}
+  </span>
+  {% endif %}
+</div>
+{%- endif %}
diff --git a/plugins/docker/templates/docker/rows.html b/plugins/docker/templates/docker/rows.html
index 1d04717..8748207 100644
--- a/plugins/docker/templates/docker/rows.html
+++ b/plugins/docker/templates/docker/rows.html
@@ -26,9 +26,10 @@
   </div>
 </div>
 
-{# ── Swarm services: collapsed per-service, each replica labelled with its host.
-   Ghost replicas (tasks on nodes with no Steward agent) come from the managers'
-   placement data so the picture is cluster-complete. ──────────────────────── #}
+{# ── Swarm services: collapsed per-service, each current replica labelled with
+   its host (tasks Swarm replaced are left out). Ghost replicas (tasks on nodes
+   with no Steward agent) come from the managers' placement data so the picture
+   is cluster-complete. A failing service names Swarm's last task error. ───── #}
 {% if swarm_services %}
 <div class="card-flush" style="margin-bottom:1.5rem;">
   <div style="display:flex;align-items:baseline;gap:0.6rem;padding:0.5rem 0.75rem;border-bottom:1px solid var(--border);">
@@ -46,6 +47,7 @@
           {{ s.running }}/{{ s.desired }} running
         </span>
       </div>
+      {% with style="padding-left:1.1rem;margin-bottom:0.35rem;" %}{% include "docker/_swarm_failures.html" %}{% endwith %}
       <div style="display:grid;grid-template-columns:repeat(auto-fill,minmax(210px,1fr));gap:0.4rem;padding-left:1.1rem;">
         {% for r in s.replicas %}
         {% if r.ghost %}
diff --git a/plugins/docker/templates/docker/swarm.html b/plugins/docker/templates/docker/swarm.html
index 7fdbf44..b26704c 100644
--- a/plugins/docker/templates/docker/swarm.html
+++ b/plugins/docker/templates/docker/swarm.html
@@ -22,7 +22,7 @@
     <table class="table">
       <thead>
         <tr>
-          <th>Service</th><th>Mode</th><th>Replicas</th><th>Image</th><th>Placement</th>
+          <th>Service</th><th>Mode</th><th>Replicas</th><th>Image</th><th>Placement</th><th>Task failures</th>
         </tr>
       </thead>
       <tbody>
@@ -39,9 +39,14 @@
           <td style="font-size:0.78rem;color:var(--text-muted);">
             {% for p in s.placement %}{{ p.node }} ({{ p.running }}){% if not loop.last %}, {% endif %}{% else %}—{% endfor %}
           </td>
+          <td style="max-width:360px;">
+            {% include "docker/_swarm_failures.html" %}
+            {%- if not s.tasks_known %}<span style="font-size:0.78rem;color:var(--text-dim);" title="The reporting manager's agent predates task reporting (1.8.0); update it to see task failures.">—</span>
+            {%- elif not (s.crash_looping or s.failures_24h or (s.last_error and s.state != 'healthy')) %}<span style="font-size:0.78rem;color:var(--text-dim);">none in 24h</span>{% endif %}
+          </td>
         </tr>
         {% else %}
-        <tr><td colspan="5" style="color:var(--text-muted);font-size:0.85rem;text-align:center;padding:1.5rem;">No services in this swarm.</td></tr>
+        <tr><td colspan="6" style="color:var(--text-muted);font-size:0.85rem;text-align:center;padding:1.5rem;">No services in this swarm.</td></tr>
         {% endfor %}
       </tbody>
     </table>
diff --git a/plugins/docker/templates/docker/widget.html b/plugins/docker/templates/docker/widget.html
index ad86814..9a80a8b 100644
--- a/plugins/docker/templates/docker/widget.html
+++ b/plugins/docker/templates/docker/widget.html
@@ -8,7 +8,7 @@
     <span style="font-size:1.4rem;font-weight:700;line-height:1;color:var(--green);">{{ running_count }}</span>
     <span style="font-size:0.78rem;color:var(--text-muted);margin-left:0.25rem;">running</span>
   </div>
-  <div title="Distinct containers with a die or OOM event in the last 24h">
+  <div title="Containers that died or were OOM-killed in the last 24h, plus swarm tasks that failed (a task Swarm replaced is not a failure)">
     <span style="font-size:1.4rem;font-weight:700;line-height:1;color:{% if failed_24h %}var(--red){% else %}var(--text-muted){% endif %};">{{ failed_24h }}</span>
     <span style="font-size:0.78rem;color:var(--text-muted);margin-left:0.25rem;">failed (24h)</span>
   </div>
@@ -24,6 +24,7 @@
     <div style="display:flex;align-items:center;gap:0.4rem;font-size:0.82rem;">
       <span class="dot {% if s.state == 'healthy' %}dot-up{% elif s.state == 'degraded' %}dot-warn{% else %}dot-down{% endif %}"></span>
       <span style="font-weight:500;min-width:0;white-space:nowrap;overflow:hidden;text-overflow:ellipsis;">{{ s.name }}</span>
+      {% if s.crash_looping %}<span style="color:var(--red);font-size:0.7rem;font-weight:600;flex-shrink:0;" title="{{ s.failures_1h }} tasks failed in the last hour{% if s.last_error %}: {{ s.last_error.error or s.last_error.message or s.last_error.state }}{% endif %}">crash-looping</span>{% endif %}
       <span style="color:var(--text-muted);font-family:ui-monospace,monospace;font-size:0.74rem;margin-left:auto;flex-shrink:0;">{{ s.running }}/{{ s.desired }}</span>
     </div>
     <div style="display:flex;flex-wrap:wrap;gap:0.25rem;margin:0.2rem 0 0 1rem;">
diff --git a/plugins/host_agent/agent.py b/plugins/host_agent/agent.py
index 653f073..9659e29 100644
--- a/plugins/host_agent/agent.py
+++ b/plugins/host_agent/agent.py
@@ -20,7 +20,7 @@ from collections import deque
 from concurrent.futures import ThreadPoolExecutor
 from datetime import datetime, timezone
 
-AGENT_VERSION = "1.7.0"
+AGENT_VERSION = "1.8.0"
 
 # Default path to the local Docker Engine socket. Overridable via the
 # `docker_socket` config key; collection is silently skipped if it's absent or
@@ -874,14 +874,46 @@ def _swarm_is_manager(info: dict) -> bool:
     return bool((info or {}).get("Swarm", {}).get("ControlAvailable"))
 
 
+# Newest tasks kept per service. Swarm retains about 5 per slot by default, so
+# this covers a replicated service's recent history and a crash loop's deaths
+# without shipping a global service's whole fleet every sample.
+SWARM_TASKS_PER_SERVICE = 10
+_TASK_TEXT_CHARS = 300
+
+
+def _swarm_task(t: dict) -> dict:
+    """One task as Steward stores it: where it ran, what Swarm wants of it,
+    what it is doing, and why it stopped (Err/Message, exit code)."""
+    status = t.get("Status") or {}
+    cstatus = status.get("ContainerStatus") or {}
+    exit_code = cstatus.get("ExitCode")
+    return {
+        "task_id": t.get("ID", "") or "",
+        "slot": t.get("Slot"),
+        "node_id": t.get("NodeID", "") or "",
+        "desired_state": (t.get("DesiredState") or "").lower(),
+        "state": (status.get("State") or "").lower(),
+        "message": (status.get("Message") or "")[:_TASK_TEXT_CHARS],
+        "error": (status.get("Err") or "")[:_TASK_TEXT_CHARS],
+        "exit_code": exit_code if isinstance(exit_code, int) else None,
+        "at": status.get("Timestamp") or t.get("UpdatedAt") or "",
+    }
+
+
 def _swarm_services(services: list, tasks: list) -> list:
     """Roll desired-vs-running replicas per service up from the task list.
 
     Replica health isn't on the service object — it's derived by counting tasks:
     `running` = tasks currently in state running; `desired` = the service's
     configured replica count (replicated) or the count of tasks the scheduler
-    wants running (global, which has no fixed number).
+    wants running (global, which has no fixed number). Each service also
+    carries its newest tasks (`tasks`), so Steward can tell a task Swarm
+    replaced from one that crashed, and say why the last one failed.
     """
+    tasks_by_svc: dict = {}
+    for t in (tasks or []):
+        if t.get("ServiceID"):
+            tasks_by_svc.setdefault(t["ServiceID"], []).append(_swarm_task(t))
     running_by_svc: dict = {}
     desired_by_svc: dict = {}  # only used for global-mode services
     placement: dict = {}       # svc_id -> {node_id: running_count}
@@ -921,6 +953,8 @@ def _swarm_services(services: list, tasks: list) -> list:
             # sees every task, even ones whose containers live on other hosts).
             "placement": [{"node_id": n, "running": cnt}
                           for n, cnt in sorted(placement.get(sid, {}).items())],
+            "tasks": sorted(tasks_by_svc.get(sid, []), key=lambda t: t["at"],
+                            reverse=True)[:SWARM_TASKS_PER_SERVICE],
         })
     return out
 
diff --git a/tests/integration/test_docker.py b/tests/integration/test_docker.py
index 48b7479..6be8047 100644
--- a/tests/integration/test_docker.py
+++ b/tests/integration/test_docker.py
@@ -7,6 +7,7 @@ containers on different hosts no longer collide. Requires STEWARD_DATABASE_URL.
 from __future__ import annotations
 
 import asyncio
+import json
 import os
 import uuid
 from datetime import datetime, timezone
@@ -391,7 +392,11 @@ def test_swarm_topology_persisted(app):
     swarm = {
         "services": [{"service_name": "web", "mode": "replicated",
                       "desired": 3, "running": 2, "image": "nginx",
-                      "placement": [{"node_id": "n1", "running": 2}]}],
+                      "placement": [{"node_id": "n1", "running": 2}],
+                      "tasks": [{"task_id": "t1", "slot": 3, "node_id": "n1",
+                                 "desired_state": "shutdown", "state": "failed",
+                                 "message": "started", "error": "task: non-zero exit (1)",
+                                 "exit_code": 1, "at": "2026-10-06T13:19:51Z"}]}],
         "nodes": [{"node_id": "n1", "hostname": "mgr", "role": "manager",
                    "availability": "active", "status": "ready", "leader": True}],
     }
@@ -408,7 +413,7 @@ def test_swarm_topology_persisted(app):
                 await persist(s, h, [], swarm)
                 hid = h.id
             svc = (await s.execute(text(
-                "SELECT mode, desired, running, image, placement_json "
+                "SELECT mode, desired, running, image, placement_json, tasks_json "
                 "FROM docker_swarm_services WHERE host_id = :h"), {"h": hid})).first()
             node = (await s.execute(text(
                 "SELECT role, availability, status, leader "
@@ -418,6 +423,8 @@ def test_swarm_topology_persisted(app):
     svc, node = asyncio.run(_go())
     assert svc[0] == "replicated" and svc[1] == 3 and svc[2] == 2 and svc[3] == "nginx"
     assert "n1" in svc[4]  # placement JSON carries the node id
+    (task,) = json.loads(svc[5])  # docker_010: the manager's task records survive
+    assert task["error"] == "task: non-zero exit (1)" and task["slot"] == 3
     assert node[0] == "manager" and node[2] == "ready" and node[3] is True
 
 
diff --git a/tests/integration/test_mcp_plugin_tools.py b/tests/integration/test_mcp_plugin_tools.py
index 6e7affb..5f561c0 100644
--- a/tests/integration/test_mcp_plugin_tools.py
+++ b/tests/integration/test_mcp_plugin_tools.py
@@ -9,6 +9,7 @@ from __future__ import annotations
 
 import asyncio
 import importlib
+import json
 import os
 import uuid
 from datetime import datetime, timedelta, timezone
@@ -57,14 +58,18 @@ def test_docker_and_agent_tools_over_seeded_rows(app):
     hid, hid2 = str(uuid.uuid4()), str(uuid.uuid4())
     host_name, quiet_host = f"dock-{tag}", f"quiet-{tag}"
     web, db_, job, svc = f"web-{tag}", f"db-{tag}", f"job-{tag}", f"svc-{tag}"
+    replaced = f"{svc}.1.old"
+
+    def _ago(minutes):
+        return (now - timedelta(minutes=minutes)).isoformat().replace("+00:00", "Z")
 
     container_sql = text("""
         INSERT INTO docker_containers
             (host_id, name, container_id, image, status, cpu_pct, mem_pct, mem_usage_bytes,
              mem_limit_bytes, restart_count, ports_json, started_at, scraped_at, health,
-             exit_code, oom_killed, compose_project, service_name)
+             exit_code, oom_killed, compose_project, service_name, task_id)
         VALUES (:h, :n, :cid, 'img:1', :st, 5.0, 10.0, 1000, 10000, :rc, '[]', :started, :now,
-                :health, :exit, false, :proj, :svc)
+                :health, :exit, false, :proj, :svc, :task)
     """)
 
     async def _seed():
@@ -73,20 +78,23 @@ def test_docker_and_agent_tools_over_seeded_rows(app):
                 s.add(Host(id=hid, name=host_name, address="10.8.8.8"))
                 s.add(Host(id=hid2, name=quiet_host, address="10.8.8.9"))
             async with s.begin():
-                for name, st, health, exit_code, proj, service in (
-                    (web, "running", "healthy", None, f"stack-{tag}", None),
-                    (db_, "running", "unhealthy", None, f"stack-{tag}", None),
-                    (job, "exited", None, 1, None, None),
-                    (f"{svc}.1.abc", "running", None, None, None, svc),
+                for name, st, health, exit_code, proj, service, task in (
+                    (web, "running", "healthy", None, f"stack-{tag}", None, None),
+                    (db_, "running", "unhealthy", None, f"stack-{tag}", None, None),
+                    (job, "exited", None, 1, None, None, None),
+                    (f"{svc}.1.abc", "running", None, None, None, svc, f"abc-{tag}"),
+                    # The task a rolling update replaced: killed (137), not crashed.
+                    (replaced, "exited", None, 137, None, svc, f"old-{tag}"),
                 ):
                     await s.execute(container_sql, {
                         "h": hid, "n": name, "cid": uuid.uuid4().hex, "st": st, "rc": 0,
                         "started": now - timedelta(hours=2), "now": now, "health": health,
-                        "exit": exit_code, "proj": proj, "svc": service})
-                await s.execute(text(
-                    "INSERT INTO docker_events (id, host_id, container_name, event, detail, at) "
-                    "VALUES (:id, :h, :n, 'die', 'exit 1', :at)"),
-                    {"id": str(uuid.uuid4()), "h": hid, "n": job, "at": now - timedelta(minutes=10)})
+                        "exit": exit_code, "proj": proj, "svc": service, "task": task})
+                for name in (job, replaced):
+                    await s.execute(text(
+                        "INSERT INTO docker_events (id, host_id, container_name, event, detail, at) "
+                        "VALUES (:id, :h, :n, 'die', 'exit 1', :at)"),
+                        {"id": str(uuid.uuid4()), "h": hid, "n": name, "at": now - timedelta(minutes=10)})
                 for i, (stream, line) in enumerate((
                         ("stdout", "starting up"), ("stdout", "connected to db"),
                         ("stderr", "ERROR: 100% of disk_used"), ("stdout", "retrying"),
@@ -104,8 +112,18 @@ def test_docker_and_agent_tools_over_seeded_rows(app):
                          "t": now - timedelta(minutes=30 - i * 10), "c": cpu})
                 await s.execute(text(
                     "INSERT INTO docker_swarm_services (host_id, service_name, mode, desired, running, "
-                    "placement_json, updated_at) VALUES (:h, :n, 'replicated', 3, 1, '[]', :now)"),
-                    {"h": hid, "n": svc, "now": now})
+                    "placement_json, tasks_json, updated_at) "
+                    "VALUES (:h, :n, 'replicated', 3, 1, '[]', :tasks, :now)"),
+                    {"h": hid, "n": svc, "now": now, "tasks": json.dumps([
+                        {"task_id": f"abc-{tag}", "slot": 1, "node_id": f"node-{tag}",
+                         "desired_state": "running", "state": "running", "message": "started",
+                         "error": "", "exit_code": None, "at": _ago(9)},
+                        {"task_id": f"bad-{tag}", "slot": 2, "node_id": f"node-{tag}",
+                         "desired_state": "shutdown", "state": "failed", "message": "started",
+                         "error": "task: non-zero exit (1)", "exit_code": 1, "at": _ago(10)},
+                        {"task_id": f"old-{tag}", "slot": 1, "node_id": f"node-{tag}",
+                         "desired_state": "shutdown", "state": "shutdown", "message": "shutdown",
+                         "error": "", "exit_code": 137, "at": _ago(11)}])})
                 await s.execute(text(
                     "INSERT INTO docker_swarm_nodes (host_id, node_id, hostname, role, availability, "
                     "status, leader, updated_at) VALUES (:h, :nid, :hn, 'manager', 'active', 'ready', "
@@ -154,7 +172,7 @@ def test_docker_and_agent_tools_over_seeded_rows(app):
         crashed = await dtools.get_container(job, host=host_name)
         assert [e["event"] for e in crashed["events"]] == ["die"]
         # A unique part of a long swarm task name is enough.
-        assert (await dtools.get_container(f"{svc}.1"))["swarm_service"] == svc
+        assert (await dtools.get_container(f"{svc}.1.ab"))["swarm_service"] == svc
         with pytest.raises(ValueError, match="list_containers"):
             await dtools.get_container(f"nope-{tag}")
 
@@ -180,6 +198,15 @@ def test_docker_and_agent_tools_over_seeded_rows(app):
         sw = await dtools.list_swarm_services(limit=500)
         s = next(x for x in sw["services"] if x["service_name"] == svc)
         assert (s["state"], s["running"], s["desired"]) == ("degraded", 1, 3)
+        # Swarm's task records: the replaced task is history, the failed one counts.
+        assert [r["container_name"] for r in s["replicas"]] == [f"{svc}.1.abc"]
+        assert s["previous_tasks"] == 1 and s["tasks_known"] is True
+        assert (s["failures_1h"], s["failures_24h"], s["crash_looping"]) == (1, 1, False)
+        assert s["last_error"]["error"] == "task: non-zero exit (1)"
+        assert s["last_error"]["node"] == host_name and s["last_error"]["age_s"] >= 600
+        old = (await dtools.list_containers(host=host_name, status="exited", limit=500))["containers"]
+        old = next(c for c in old if c["container_name"] == replaced)
+        assert old["swarm_replaced"] is True and old["problems"] == []
         assert any(n["node_id"] == f"node-{tag}" and n["leader"] for n in sw["nodes"])
         disk = (await dtools.get_docker_disk_usage(host=host_name))["hosts"]
         assert disk[0]["images_reclaimable_bytes"] == 3000
@@ -191,10 +218,23 @@ def test_docker_and_agent_tools_over_seeded_rows(app):
         assert ("container_unhealthy", db_) in found
         assert ("container_exited_nonzero", job) in found
         assert ("swarm_service_degraded", svc) in found
+        assert not any(subject == replaced for _, subject in found)
         assert not any(subject == web for _, subject in found)
         assert ("agent_never_reported", quiet_host) in agent_found
         assert not any(subject == host_name for _, subject in agent_found)
 
+        # ── the web pages say the same ─────────────────────────────────────
+        client = app.test_client()
+        async with client.session_transaction() as sess:
+            sess["user_id"], sess["user_role"], sess["username"] = "u", "viewer", "viewer"
+        topo = await (await client.get("/plugins/docker/swarm")).get_data(as_text=True)
+        assert svc in topo and "1 task failed in the last 24h" in topo
+        assert "task: non-zero exit (1)" in topo
+        cards = await (await client.get("/plugins/docker/rows")).get_data(as_text=True)
+        assert f"{svc}.1.abc" in cards and replaced not in cards
+        assert "task: non-zero exit (1)" in cards
+        assert (await client.get("/plugins/docker/widget")).status_code == 200
+
         # ── host agents ────────────────────────────────────────────────────
         agents = {a["host_name"]: a for a in (await atools.list_agents())["agents"]}
         assert agents[host_name]["state"] == "reporting" and agents[host_name]["agent_version"] == "1.5.0"
diff --git a/tests/plugins/docker/test_mcp_tools.py b/tests/plugins/docker/test_mcp_tools.py
index c696fdf..1c6351a 100644
--- a/tests/plugins/docker/test_mcp_tools.py
+++ b/tests/plugins/docker/test_mcp_tools.py
@@ -73,6 +73,40 @@ def test_service_findings_by_state():
     assert got == {"b": "warning", "c": "critical"}
 
 
+def test_service_findings_name_the_crash_loop_and_swarms_error():
+    err = {"error": "task: non-zero exit (1)", "message": "started", "state": "failed",
+           "exit_code": 1, "node": "docker03"}
+    svcs = [{"name": "db", "state": "down", "running": 0, "desired": 1, "crash_looping": True,
+             "failures_1h": 4, "failures_24h": 5, "last_error": err},
+            {"name": "app", "state": "down", "running": 0, "desired": 1, "crash_looping": False,
+             "failures_1h": 0, "failures_24h": 0,
+             "last_error": {"error": "No such image: app:dev", "state": "rejected",
+                            "exit_code": None, "node": None, "message": None}},
+            {"name": "web", "state": "healthy", "running": 2, "desired": 2, "crash_looping": False,
+             "failures_1h": 0, "failures_24h": 1, "last_error": err},
+            {"name": "ok", "state": "healthy", "running": 1, "desired": 1, "crash_looping": False,
+             "failures_1h": 0, "failures_24h": 0, "last_error": None}]
+    got = {f["subject"]: f for f in t.service_findings(svcs)}
+    assert set(got) == {"db", "app", "web"}
+    db = got["db"]
+    assert db["kind"] == "swarm_service_crash_looping" and db["severity"] == "critical"
+    assert "4 tasks failed in the last hour" in db["summary"]
+    assert "last task error: task: non-zero exit (1), exit 1 on docker03" in db["summary"]
+    # Down without a loop still names why: here Swarm could not even start it.
+    assert got["app"]["kind"] == "swarm_service_down"
+    assert got["app"]["summary"].endswith("last task error: No such image: app:dev")
+    # Recovered, but a task died in the last day: worth knowing, not critical.
+    assert got["web"]["kind"] == "swarm_task_failed" and got["web"]["severity"] == "warning"
+    assert "had 1 failed task in the last 24h" in got["web"]["summary"]
+
+
+def test_a_replaced_swarm_task_is_marked_and_judged_on_its_service():
+    task = _c(name="app.1.old", status="exited", exit_code=137, service_name="app")
+    row = t.container_row(task, {}, [], NOW, replaced=True)
+    assert row["swarm_replaced"] is True and row["problems"] == []
+    assert t.container_row(_c(), {}, [], NOW)["swarm_replaced"] is None  # not a swarm task
+
+
 def test_plugin_exposes_the_mcp_hooks():
     reg = MagicMock()
     docker_plugin.register_mcp_tools(reg)
diff --git a/tests/plugins/docker/test_swarm_view.py b/tests/plugins/docker/test_swarm_view.py
index 19a7d12..b982d51 100644
--- a/tests/plugins/docker/test_swarm_view.py
+++ b/tests/plugins/docker/test_swarm_view.py
@@ -1,22 +1,40 @@
 """Unit tests for the swarm-aware container view builder (pure, no DB/ORM)."""
+import json
+from datetime import datetime, timedelta, timezone
 from types import SimpleNamespace
 
-from plugins.docker.swarm_view import build_swarm_services
+from plugins.docker.swarm_view import build_swarm_services, last_task_error, task_failures
 
 NODE_HOSTNAME = {"nA": "docker01", "nB": "docker02", "nC": "docker03"}
 HOST_NAME = {"h1": "docker01", "h2": "docker02"}  # agents run on docker01/02 only
 
 
-def _c(host_id, name, *, service=None, node=None, status="running", cpu=1.0):
+NOW = datetime(2026, 10, 6, 13, 30, tzinfo=timezone.utc)
+
+
+def _c(host_id, name, *, service=None, node=None, status="running", cpu=1.0,
+       task=None, started=None):
     return SimpleNamespace(host_id=host_id, name=name, service_name=service,
                            node_id=node, status=status, cpu_pct=cpu, mem_pct=2.0,
-                           health=None, restart_count=0, container_id=name)
+                           health=None, restart_count=0, container_id=name,
+                           task_id=task, started_at=started)
 
 
-def _svc(name, running, desired, placement, mode="replicated"):
-    import json
+def _svc(name, running, desired, placement, mode="replicated", tasks=None, updated=None):
     return SimpleNamespace(service_name=name, running=running, desired=desired,
-                           mode=mode, placement_json=json.dumps(placement))
+                           mode=mode, placement_json=json.dumps(placement),
+                           tasks_json=json.dumps(tasks or []), updated_at=updated)
+
+
+def _task(tid, *, state, desired="shutdown", ago_min=5, error="", exit_code=None, node="nA",
+          slot=1):
+    at = (NOW - timedelta(minutes=ago_min)).isoformat().replace("+00:00", "Z")
+    return {"task_id": tid, "slot": slot, "node_id": node, "desired_state": desired,
+            "state": state, "message": "", "error": error, "exit_code": exit_code, "at": at}
+
+
+def _view(containers, services):
+    return build_swarm_services(containers, services, NODE_HOSTNAME, HOST_NAME, now=NOW)
 
 
 def test_real_replicas_plus_agentless_ghost():
@@ -77,3 +95,80 @@ def test_down_service_state():
     services = [_svc("idle", 0, 2, [])]
     view = build_swarm_services([], services, NODE_HOSTNAME, HOST_NAME)
     assert view["services"][0]["state"] == "down"
+
+
+# ── task awareness (agent ≥ 1.8.0) ───────────────────────────────────────────
+
+def test_a_task_swarm_replaced_is_not_a_replica():
+    # A stop-first redeploy: the old task was killed (exit 137) and Swarm set its
+    # desired state to shutdown. It is history, not a dead replica.
+    containers = [_c("h1", "app.1.old", service="app", node="nA", status="exited", task="old"),
+                  _c("h2", "app.1.new", service="app", node="nB", task="new")]
+    tasks = [_task("new", state="running", desired="running", ago_min=1, node="nB"),
+             _task("old", state="shutdown", ago_min=2, exit_code=137)]
+    view = _view(containers, [_svc("app", 1, 1, [{"node_id": "nB", "running": 1}], tasks=tasks)])
+    (svc,) = view["services"]
+    assert [r["name"] for r in svc["replicas"]] == ["app.1.new"]
+    assert svc["previous_tasks"] == 1 and svc["state"] == "healthy"
+    assert view["superseded"] == {("h1", "app.1.old")}
+    # A deliberate shutdown is not a failure.
+    assert svc["failures_24h"] == 0 and svc["last_error"] is None and not svc["crash_looping"]
+
+
+def test_without_task_data_the_slot_decides():
+    # An older agent sends no tasks: a stopped container is replaced when its slot
+    # has a running task, or one that started later.
+    t0 = NOW - timedelta(hours=2)
+    containers = [_c("h1", "lib.1.a", service="lib", status="exited", started=t0),
+                  _c("h1", "lib.1.b", service="lib", status="exited", started=t0 + timedelta(minutes=5)),
+                  _c("h1", "lib.1.c", service="lib", started=t0 + timedelta(minutes=10)),
+                  _c("h1", "lib.2.d", service="lib", status="exited", started=t0)]
+    view = _view(containers, [_svc("lib", 1, 2, [])])
+    (svc,) = view["services"]
+    # Slot 2's only task is stopped with nothing newer: still the current task.
+    assert sorted(r["name"] for r in svc["replicas"]) == ["lib.1.c", "lib.2.d"]
+    assert svc["previous_tasks"] == 2
+    assert svc["tasks_known"] is False and svc["failures_1h"] is None
+    assert svc["crash_looping"] is False
+
+
+def test_a_crash_loop_is_counted_across_task_retries():
+    # Each retry is a new task and a new container that dies once; only the
+    # service sees the loop.
+    tasks = [_task("t5", state="starting", desired="running", ago_min=0)]
+    tasks += [_task(f"t{i}", state="failed", ago_min=10 * i, exit_code=1,
+                    error="task: non-zero exit (1)") for i in range(1, 5)]
+    tasks.append(_task("t9", state="failed", ago_min=180, exit_code=1))
+    view = build_swarm_services([], [_svc("db", 0, 1, [], tasks=tasks)], NODE_HOSTNAME, HOST_NAME,
+                                now=NOW, crash_loop_deaths=3)
+    (svc,) = view["services"]
+    assert svc["failures_1h"] == 4 and svc["failures_24h"] == 5
+    assert svc["crash_looping"] is True and svc["state"] == "down"
+    err = svc["last_error"]
+    assert err["error"] == "task: non-zero exit (1)" and err["exit_code"] == 1
+    assert err["node"] == "docker01" and err["state"] == "failed"
+    # The threshold comes from Settings → Thresholds.
+    lax = build_swarm_services([], [_svc("db", 0, 1, [], tasks=tasks)], NODE_HOSTNAME, HOST_NAME,
+                               now=NOW, crash_loop_deaths=5)
+    assert lax["services"][0]["crash_looping"] is False
+
+
+def test_a_rejected_or_stuck_task_explains_itself():
+    rejected = [_task("t1", state="rejected", desired="running", error="No such image: codex:dev")]
+    assert last_task_error(rejected)["error"] == "No such image: codex:dev"
+    # A task Swarm is still trying to place carries its reason too.
+    pending = [_task("t2", state="pending", desired="running", error="no suitable node")]
+    assert last_task_error(pending)["state"] == "pending"
+    assert last_task_error([_task("t3", state="running", desired="running")]) is None
+    assert task_failures(rejected, NOW - timedelta(hours=1)) == 1
+
+
+def test_the_newest_manager_report_wins():
+    # Two managers report the same service; the one updated last (here: the one
+    # with task data) is used.
+    old = _svc("web", 1, 1, [], updated=NOW - timedelta(minutes=5))
+    new = _svc("web", 1, 1, [], tasks=[_task("t1", state="failed", ago_min=3)],
+               updated=NOW - timedelta(seconds=30))
+    (svc,) = _view([], [old, new])["services"]
+    assert svc["tasks_known"] is True and svc["failures_1h"] == 1
+
diff --git a/tests/plugins/host_agent/test_agent_docker.py b/tests/plugins/host_agent/test_agent_docker.py
index 10ed4c4..4eb0591 100644
--- a/tests/plugins/host_agent/test_agent_docker.py
+++ b/tests/plugins/host_agent/test_agent_docker.py
@@ -226,6 +226,8 @@ def test_swarm_services_rolls_up_replicas():
          "Status": {"State": "running"}},
     ]
     out = {s["service_name"]: s for s in a._swarm_services(services, tasks)}
+    assert [t["state"] for t in out["web"].pop("tasks")] == ["running", "running", "failed"]
+    assert len(out["agent"].pop("tasks")) == 2
     assert out["web"] == {"service_name": "web", "mode": "replicated",
                           "desired": 3, "running": 2, "image": "nginx:1",
                           "placement": [{"node_id": "n1", "running": 2}]}
@@ -236,6 +238,33 @@ def test_swarm_services_rolls_up_replicas():
                                           {"node_id": "n2", "running": 1}]}
 
 
+def test_swarm_task_keeps_why_it_stopped():
+    t = a._swarm_task({
+        "ID": "t1", "Slot": 1, "NodeID": "n2", "DesiredState": "Shutdown",
+        "Status": {"State": "failed", "Timestamp": "2026-10-06T13:19:51.5Z",
+                   "Message": "started", "Err": "task: non-zero exit (1)" + "x" * 400,
+                   "ContainerStatus": {"ContainerID": "c1", "ExitCode": 1}}})
+    assert t["task_id"] == "t1" and t["slot"] == 1 and t["node_id"] == "n2"
+    assert t["desired_state"] == "shutdown" and t["state"] == "failed" and t["exit_code"] == 1
+    assert t["at"] == "2026-10-06T13:19:51.5Z" and t["message"] == "started"
+    assert t["error"].startswith("task: non-zero exit (1)") and len(t["error"]) == 300
+    # A task that never got a container has no exit code.
+    bare = a._swarm_task({"ID": "t2", "DesiredState": "running",
+                          "Status": {"State": "rejected", "Err": "No such image: x"}})
+    assert bare["exit_code"] is None and bare["slot"] is None and bare["error"] == "No such image: x"
+
+
+def test_swarm_services_keeps_the_newest_tasks():
+    services = [{"ID": "s", "Spec": {"Name": "db", "Mode": {"Replicated": {"Replicas": 1}}}}]
+    tasks = [{"ID": f"t{i}", "ServiceID": "s", "Slot": 1, "DesiredState": "shutdown",
+              "Status": {"State": "failed", "Timestamp": f"2026-10-06T13:{i:02d}:00Z"}}
+             for i in range(a.SWARM_TASKS_PER_SERVICE + 5)]
+    (svc,) = a._swarm_services(services, tasks)
+    ids = [t["task_id"] for t in svc["tasks"]]
+    newest = a.SWARM_TASKS_PER_SERVICE + 4
+    assert len(ids) == a.SWARM_TASKS_PER_SERVICE and ids[0] == f"t{newest}"
+
+
 def test_swarm_nodes_normalises_fields():
     nodes = [
         {"ID": "n1", "Description": {"Hostname": "mgr"},