diff --git a/api/changelog.d/celery-task-kwargs-parsing.fixed.md b/api/changelog.d/celery-task-kwargs-parsing.fixed.md
new file mode 100644
index 0000000000..25403ee7b9
--- /dev/null
+++ b/api/changelog.d/celery-task-kwargs-parsing.fixed.md
@@ -0,0 +1 @@
+`task_args` serialization no longer returns HTTP 500 errors when Celery truncates stored task keyword arguments
diff --git a/api/src/backend/api/celery_utils.py b/api/src/backend/api/celery_utils.py
new file mode 100644
index 0000000000..6e8d825d70
--- /dev/null
+++ b/api/src/backend/api/celery_utils.py
@@ -0,0 +1,40 @@
+import ast
+import json
+from typing import Any
+
+_UNPARSED = object()
+
+
+def decode_celery_field(value: Any, default: Any) -> Any:
+    """Decode a Celery result field and require JSON-serializable output."""
+    decoded = value
+    for _ in range(2):
+        if not isinstance(decoded, str):
+            break
+
+        text = decoded.strip()
+        if not text:
+            decoded = default
+            break
+
+        parsed = _UNPARSED
+        for parser in (json.loads, ast.literal_eval):
+            try:
+                parsed = parser(text)
+                break
+            except (TypeError, ValueError, SyntaxError):
+                continue
+
+        if parsed is _UNPARSED:
+            raise ValueError("Unable to decode Celery result field")
+        decoded = parsed
+
+    decoded = default if decoded is None else decoded
+    try:
+        json.dumps(decoded, allow_nan=False)
+    except (TypeError, ValueError) as error:
+        raise ValueError(
+            "Decoded Celery result field is not JSON serializable"
+        ) from error
+
+    return decoded
diff --git a/api/src/backend/api/tests/test_views.py b/api/src/backend/api/tests/test_views.py
index 7c2a03b965..3dd96d162b 100644
--- a/api/src/backend/api/tests/test_views.py
+++ b/api/src/backend/api/tests/test_views.py
@@ -65,6 +65,7 @@ from api.v1.views import (
 )
 from botocore.exceptions import ClientError, NoCredentialsError
 from celery import states
+from celery.utils.saferepr import saferepr
 from conftest import (
     API_JSON_CONTENT_TYPE,
     TEST_PASSWORD,
@@ -5043,11 +5044,60 @@ class TestTaskViewSet:
             reverse("task-detail", kwargs={"pk": task1.id}),
         )
         assert response.status_code == status.HTTP_200_OK
+        assert response.json()["data"]["attributes"]["task_args"] == {
+            "kwarg1": "value1"
+        }
         assert (
             response.json()["data"]["attributes"]["name"]
             == task1.task_runner_task.task_name
         )
 
+    def test_tasks_retrieve_hides_tenant_id(
+        self, authenticated_client, tasks_fixture, tenants_fixture
+    ):
+        task, *_ = tasks_fixture
+        task.task_runner_task.task_kwargs = json.dumps(
+            repr(
+                {
+                    "tenant_id": str(tenants_fixture[0].id),
+                    "enabled": True,
+                    "scan_id": None,
+                    "label": "True North",
+                }
+            )
+        )
+        task.task_runner_task.save(update_fields=["task_kwargs"])
+
+        response = authenticated_client.get(
+            reverse("task-detail", kwargs={"pk": task.id}),
+        )
+
+        assert response.status_code == status.HTTP_200_OK
+        assert response.json()["data"]["attributes"]["task_args"] == {
+            "enabled": True,
+            "scan_id": None,
+            "label": "True North",
+        }
+
+    def test_tasks_retrieve_with_truncated_kwargs_returns_empty_task_args(
+        self, authenticated_client, tasks_fixture
+    ):
+        task, *_ = tasks_fixture
+        kwargs_repr = saferepr(
+            {"finding_ids": [str(uuid4()) for _ in range(30)]}, maxlen=1024
+        )
+        assert "..." in kwargs_repr
+        task.task_runner_task.task_kwargs = json.dumps(kwargs_repr)
+        task.task_runner_task.save(update_fields=["task_kwargs"])
+
+        response = authenticated_client.get(
+            reverse("task-detail", kwargs={"pk": task.id}),
+        )
+
+        assert response.status_code == status.HTTP_200_OK
+        assert response.headers["Content-Type"] == API_JSON_CONTENT_TYPE
+        assert response.json()["data"]["attributes"]["task_args"] == {}
+
     def test_tasks_invalid_retrieve(self, authenticated_client):
         response = authenticated_client.get(
             reverse("task-detail", kwargs={"pk": "invalid_id"})
diff --git a/api/src/backend/api/v1/serializers.py b/api/src/backend/api/v1/serializers.py
index 9292a0c633..b6f600098c 100644
--- a/api/src/backend/api/v1/serializers.py
+++ b/api/src/backend/api/v1/serializers.py
@@ -1,8 +1,10 @@
 import base64
 import json
+import logging
 from datetime import UTC, datetime, timedelta
 
 import yaml
+from api.celery_utils import decode_celery_field
 from api.db_router import MainRouter
 from api.exceptions import ConflictException
 from api.models import (
@@ -59,6 +61,7 @@ from api.v1.serializer_utils.lighthouse import (
 from api.v1.serializer_utils.processors import ProcessorConfigField
 from api.v1.serializer_utils.providers import ProviderSecretField
 from api.validators import validate_lighthouse_openai_compatible_base_url
+from config.custom_logging import BackendLogger
 from django.conf import settings
 from django.contrib.auth import authenticate
 from django.contrib.auth.models import update_last_login
@@ -79,6 +82,8 @@ from rest_framework_simplejwt.settings import api_settings
 from rest_framework_simplejwt.tokens import RefreshToken
 from rest_framework_simplejwt.utils import get_md5_hash_password
 
+logger = logging.getLogger(BackendLogger.API)
+
 # Base
 
 
@@ -607,13 +612,24 @@ class TaskSerializer(RLSSerializer, TaskBase):
 
     @extend_schema_field(serializers.JSONField())
     def get_task_args(self, obj):
-        task_args = self.get_json_field(obj, "task_kwargs")
-        # Celery task_kwargs are stored as a double string JSON in the database when not empty
-        if isinstance(task_args, str):
-            task_args = json.loads(task_args.replace("'", '"').replace("None", "null"))
-        # Remove tenant_id from task_kwargs if present
-        task_args.pop("tenant_id", None)
+        task_kwargs = (
+            getattr(obj.task_runner_task, "task_kwargs", None)
+            if obj.task_runner_task
+            else None
+        )
+        try:
+            task_args = decode_celery_field(task_kwargs, {})
+            if not isinstance(task_args, dict):
+                raise ValueError("Decoded task kwargs must be a dictionary")
+        except ValueError:
+            logger.warning(
+                "Unable to decode task kwargs for task %s; returning empty task_args.",
+                obj.id,
+            )
+            return {}
 
+        task_args = task_args.copy()
+        task_args.pop("tenant_id", None)
         return task_args
 
     @staticmethod
diff --git a/api/src/backend/tasks/jobs/orphan_recovery.py b/api/src/backend/tasks/jobs/orphan_recovery.py
index 05a2083dbe..c8cda54cd2 100644
--- a/api/src/backend/tasks/jobs/orphan_recovery.py
+++ b/api/src/backend/tasks/jobs/orphan_recovery.py
@@ -18,12 +18,11 @@ This is the shared engine behind both the periodic Beat watchdog and the
 `reconcile_orphan_tasks` management command.
 """
 
-import ast
-import json
 from contextlib import contextmanager
 from datetime import UTC, datetime, timedelta
 from uuid import uuid4
 
+from api.celery_utils import decode_celery_field
 from celery import current_app, states
 from celery.utils.log import get_task_logger
 from django.db import connections
@@ -138,34 +137,6 @@ def revoke_task(task_result, terminate: bool = True) -> None:
         logger.exception(f"Failed to revoke task {task_result.task_id}")
 
 
-def _decode_celery_field(value, default):
-    """Decode django-celery-results' stored task_args/task_kwargs to a Python object.
-
-    The backend stores them as a (sometimes double-encoded) repr/JSON string. An
-    empty or missing field returns ``default``; a non-empty value that cannot be
-    decoded raises ``ValueError`` so the caller can avoid re-enqueuing a task with
-    the wrong arguments.
-    """
-    obj = value
-    for _ in range(2):  # values can be double-encoded (a string holding a repr)
-        if not isinstance(obj, str):
-            break
-        text = obj.strip()
-        if not text:
-            return default
-        parsed = None
-        for parser in (ast.literal_eval, json.loads):
-            try:
-                parsed = parser(text)
-                break
-            except (ValueError, SyntaxError, TypeError):
-                continue
-        if parsed is None:
-            raise ValueError(f"undecodable celery field: {text[:120]!r}")
-        obj = parsed
-    return default if obj is None else obj
-
-
 def reconcile_orphans(
     grace_minutes: int = 2,
     max_attempts: int = 3,
@@ -313,8 +284,10 @@ def _recover_task(task_result, max_attempts: int, window_hours: int) -> str:
         return "failed"
 
     try:
-        args = _decode_celery_field(args_repr, [])
-        kwargs = _decode_celery_field(kwargs_repr, {})
+        args = decode_celery_field(args_repr, [])
+        kwargs = decode_celery_field(kwargs_repr, {})
+        if not isinstance(args, (list, tuple)) or not isinstance(kwargs, dict):
+            raise ValueError("Stored task arguments have invalid types")
     except ValueError:
         logger.error(
             "Orphan %s (%s): could not decode stored args/kwargs, not re-enqueuing",
@@ -324,8 +297,8 @@ def _recover_task(task_result, max_attempts: int, window_hours: int) -> str:
         return "failed"
     new_task_id = str(uuid4())
     task_obj.apply_async(
-        args=list(args) if isinstance(args, (list, tuple)) else [],
-        kwargs=kwargs if isinstance(kwargs, dict) else {},
+        args=list(args),
+        kwargs=kwargs,
         task_id=new_task_id,
     )
     logger.info(
diff --git a/api/src/backend/tasks/tests/test_orphan_recovery.py b/api/src/backend/tasks/tests/test_orphan_recovery.py
index 074e311b70..77ed831f18 100644
--- a/api/src/backend/tasks/tests/test_orphan_recovery.py
+++ b/api/src/backend/tasks/tests/test_orphan_recovery.py
@@ -3,12 +3,13 @@ from unittest.mock import MagicMock, patch
 from uuid import uuid4
 
 import pytest
+from api.celery_utils import decode_celery_field
 from celery import states
+from celery.utils.saferepr import saferepr
 from django.test import override_settings
 from django_celery_results.models import TaskResult
 from tasks.jobs.orphan_recovery import (
     _SKIP_RECOVERY,
-    _decode_celery_field,
     _reconcile_task_results,
     _recovery_attempt_count,
     advisory_lock,
@@ -36,24 +37,77 @@ def _orphan_result(*, name, kwargs, worker, created_minutes_ago, status=states.S
     return tr
 
 
-@pytest.mark.django_db
 class TestDecodeCeleryField:
+    def test_decodes_strict_json(self):
+        assert decode_celery_field('{"enabled": true, "scan_id": null}', {}) == {
+            "enabled": True,
+            "scan_id": None,
+        }
+
     def test_decodes_single_encoded_repr(self):
-        assert _decode_celery_field("{'tenant_id': 'abc'}", {}) == {"tenant_id": "abc"}
+        assert decode_celery_field("{'tenant_id': 'abc'}", {}) == {"tenant_id": "abc"}
 
     def test_decodes_double_encoded(self):
         import json
 
         stored = json.dumps(repr({"tenant_id": "abc", "scan_id": "s1"}))
-        assert _decode_celery_field(stored, {}) == {"tenant_id": "abc", "scan_id": "s1"}
+        assert decode_celery_field(stored, {}) == {
+            "tenant_id": "abc",
+            "scan_id": "s1",
+        }
+
+    def test_python_words_inside_strings_are_preserved(self):
+        stored = repr(
+            {
+                "enabled": True,
+                "scan_id": None,
+                "label": "True North",
+                "note": "None",
+            }
+        )
+
+        assert decode_celery_field(stored, {}) == {
+            "enabled": True,
+            "scan_id": None,
+            "label": "True North",
+            "note": "None",
+        }
 
     def test_empty_returns_default(self):
-        assert _decode_celery_field(None, {}) == {}
-        assert _decode_celery_field("", []) == []
+        assert decode_celery_field(None, {}) == {}
+        assert decode_celery_field("", []) == []
+        assert decode_celery_field("null", {}) == {}
+        assert decode_celery_field("None", []) == []
+
+    def test_empty_validates_default(self):
+        with pytest.raises(ValueError):
+            decode_celery_field("", {"value": ...})
 
     def test_unparseable_raises(self):
         with pytest.raises(ValueError):
-            _decode_celery_field("<<not a literal>>", {})
+            decode_celery_field("<<not a literal>>", {})
+
+    @pytest.mark.parametrize(
+        "value",
+        (
+            "{'value': ...}",
+            "{'value': {1, 2}}",
+            "{'value': b'bytes'}",
+            '{"value": NaN}',
+        ),
+    )
+    def test_non_json_values_raise(self, value):
+        with pytest.raises(ValueError):
+            decode_celery_field(value, {})
+
+    def test_truncated_repr_raises(self):
+        kwargs_repr = saferepr(
+            {"finding_ids": [str(uuid4()) for _ in range(30)]}, maxlen=1024
+        )
+        assert "..." in kwargs_repr
+
+        with pytest.raises(ValueError):
+            decode_celery_field(kwargs_repr, {})
 
 
 @pytest.mark.django_db
@@ -98,6 +152,58 @@ class TestReconcileTaskResults:
         assert call["kwargs"] == {"tenant_id": str(tenant.id)}
         assert call["task_id"] != tr.task_id  # fresh task id
 
+    def test_truncated_kwargs_are_not_reenqueued(self, tenants_fixture):
+        tenant = tenants_fixture[0]
+        tr = _orphan_result(
+            name="tenant-deletion",
+            kwargs={"tenant_id": str(tenant.id)},
+            worker="dead@gone",
+            created_minutes_ago=60,
+        )
+        tr.task_kwargs = saferepr(
+            {"finding_ids": [str(uuid4()) for _ in range(30)]}, maxlen=1024
+        )
+        assert "..." in tr.task_kwargs
+        tr.save(update_fields=["task_kwargs"])
+        p_alive, p_revoke, p_app, mock_task = self._patches(alive=False)
+
+        with (
+            p_alive,
+            p_revoke,
+            p_app,
+            patch("tasks.jobs.orphan_recovery._recovery_attempt_count", return_value=1),
+        ):
+            result = _reconcile_task_results(
+                grace_minutes=2, max_attempts=3, window_hours=6, dry_run=False
+            )
+
+        assert tr.task_id in result["failed"]
+        mock_task.apply_async.assert_not_called()
+
+    def test_wrong_kwargs_shape_is_not_reenqueued(self, tenants_fixture):
+        tr = _orphan_result(
+            name="tenant-deletion",
+            kwargs={"tenant_id": str(tenants_fixture[0].id)},
+            worker="dead@gone",
+            created_minutes_ago=60,
+        )
+        tr.task_kwargs = "[]"
+        tr.save(update_fields=["task_kwargs"])
+        p_alive, p_revoke, p_app, mock_task = self._patches(alive=False)
+
+        with (
+            p_alive,
+            p_revoke,
+            p_app,
+            patch("tasks.jobs.orphan_recovery._recovery_attempt_count", return_value=1),
+        ):
+            result = _reconcile_task_results(
+                grace_minutes=2, max_attempts=3, window_hours=6, dry_run=False
+            )
+
+        assert tr.task_id in result["failed"]
+        mock_task.apply_async.assert_not_called()
+
     def test_external_integration_task_is_not_reenqueued_by_default(
         self, tenants_fixture
     ):