diff --git a/prebuilt.json b/prebuilt.json
index 3906a65620..9db1feb388 100644
--- a/prebuilt.json
+++ b/prebuilt.json
@@ -1 +1 @@
-{"protected_inventory_sha256": "c8c3e80b5d6137740c8fb3c84608a5b1a980fdab7286358fdcd1095e381bbe02", "schema_version": 1}
+{"protected_inventory_sha256": "bf3928a74bf5bb72e9a751f566d9b56fc0915ac5a0431d17c0249f0c41bbc9b9", "schema_version": 1}
diff --git a/tools/ci/lifecycle_shards.py b/tools/ci/lifecycle_shards.py
index e0c6ef9464..7095b33bad 100644
--- a/tools/ci/lifecycle_shards.py
+++ b/tools/ci/lifecycle_shards.py
@@ -92,6 +92,8 @@ def workload_policy():
   policy = json.loads(Path(__file__).with_name('lifecycle_workloads.json').read_text())
   if policy['version'] != 1 or set(policy['function_groups']) != {
       'openpilot/starpilot/car/toyota/tests/test_legacy_advert_callers.py',
+      'openpilot/starpilot/tests/test_ford_configuration_parity.py',
+      'openpilot/starpilot/aol/tests/test_stock_location_recovery.py',
       'openpilot/starpilot/car/toyota/tests/test_camera_2aa_callers.py',
       'openpilot/starpilot/car/toyota/tests/test_prius_sdsu_callers.py',
       'openpilot/starpilot/car/toyota/tests/test_prius_advert_callers.py'}:
diff --git a/tools/ci/lifecycle_workloads.json b/tools/ci/lifecycle_workloads.json
index 1a46f6b050..6d3f12e60d 100644
--- a/tools/ci/lifecycle_workloads.json
+++ b/tools/ci/lifecycle_workloads.json
@@ -19,6 +19,16 @@
       "basis": "90 actual DEBUG/RELEASE caller cases passed in four bounded phases (186.885s combined wall time including startup). Scheduling estimate 3s/case; fresh per-case Params, raw CAN, native configuration and C++ host reset; no shared outcome dependence.",
       "estimated_seconds_per_case": 3.0,
       "independent_parameters": true
+    },
+    "openpilot/starpilot/tests/test_ford_configuration_parity.py": {
+      "basis": "Scheduling estimate3s/case, not a full measured current module: current188 shard3 first144 pytest cases (21HKG +112Ford +11discovery) take305.579s; historical112Ford measured217.392s. Function-scoped fixture creates fresh Params/native/factory/parser session and tears down each case; source-reviewed full in-case timelines retained.",
+      "estimated_seconds_per_case": 3.0,
+      "independent_parameters": true
+    },
+    "openpilot/starpilot/aol/tests/test_stock_location_recovery.py": {
+      "basis": "Scheduling estimate2s/case: actual188 shard3 ordinal577..648 (all inside140case stock-location module) took91.261s; incomplete module timing, not a full measurement. Fresh function-scoped fixture creates CP/state/feedback and private Params per case; no shared outcome dependence; full in-case timelines retained.",
+      "estimated_seconds_per_case": 2.0,
+      "independent_parameters": true
     }
   },
   "independent_function_max_cases": 60,
@@ -26,7 +36,7 @@
   "modules": {
     "opendbc_repo/opendbc/car/honda/tests/test_classic_alpha_aol_parity.py": {
       "cases": 33,
-      "seconds": 0.6483215049998989,
+      "seconds": 1.4594704400000182,
       "source_sha256": "2f907a1ba0e43f5c310748678a0b233b9c656a21043094e1329a6491458c4386"
     },
     "opendbc_repo/opendbc/car/honda/tests/test_manual_honda_port_aol.py": {
@@ -36,49 +46,37 @@
     },
     "opendbc_repo/opendbc/car/mazda/tests/test_dashboard_stop_sign.py": {
       "cases": 52,
-      "seconds": 1.8563495159999093,
+      "seconds": 1.887951329999737,
       "source_sha256": "ae178c63d9cdc55845036f8d062ddc16d323a518ae1f91b5a3e11417a432ceda"
     },
-    "opendbc_repo/opendbc/car/mazda/tests/test_native_engagement_callers.py": {
-      "cases": 48,
-      "reference": {
-        "artifact_id": 12520491388,
-        "results_sha256": "04083573cc6db3fb5c100b940054bfc8af95193a980156ca0e913a9d0c38b321",
-        "revision": "01a31c1f2fe9ba04c7b2b4246f6962a617eae9cd",
-        "run_id": 39995003180,
-        "shard": 0
-      },
-      "seconds": 97.41501304299936,
-      "source_sha256": "41af76aaa5ad7b6c2e59e37605254aec6b8f36764ad99bf4b7ec1a0a26b297ff"
-    },
     "opendbc_repo/opendbc/car/volkswagen/tests/test_meb_discovery.py": {
       "cases": 8,
-      "seconds": 0.22158582399970328,
+      "seconds": 0.38340116199981367,
       "source_sha256": "0183f94bc70f7d73769540f75147656445671b699ce797af2fb88de5532875a9"
     },
     "opendbc_repo/opendbc/car/volkswagen/tests/test_meb_preferences.py": {
       "cases": 171,
-      "seconds": 0.21106671699919843,
+      "seconds": 0.15481268699954853,
       "source_sha256": "7bb06ba1f1e307719a53cf24af29c2cd3141dda35daa417cb535fd8d4f771040"
     },
     "opendbc_repo/opendbc/car/volkswagen/tests/test_mqb_aol_discovery.py": {
       "cases": 6,
-      "seconds": 0.11721130700016147,
+      "seconds": 0.09152089899998828,
       "source_sha256": "246e9c0c5962bd6a9c2f1f31459f9e06a5709bd4dc8791883909edff6c03b638"
     },
     "opendbc_repo/opendbc/car/volkswagen/tests/test_mqb_topology_discovery.py": {
       "cases": 18,
-      "seconds": 0.3372017629998254,
+      "seconds": 0.3450054979991819,
       "source_sha256": "29734b924f186ba545a568273c0dfd27aa75627f5166d31e078da4b84a5b9505"
     },
     "opendbc_repo/opendbc/safety/tests/test_ford_configuration_parity.py": {
       "cases": 85,
-      "seconds": 2.086589082000387,
+      "seconds": 1.544425660000229,
       "source_sha256": "278d3f825224427ebddde99373b0811d136456c7caec54842f0bea8b02ad67dc"
     },
     "opendbc_repo/opendbc/safety/tests/test_ford_full_engagement.py": {
       "cases": 169,
-      "seconds": 1.0015241779998973,
+      "seconds": 0.906622817999164,
       "source_sha256": "f7fd6b4cbdbae72797277b5a039928b4d7406451ca14839142118e27f3e2473a"
     },
     "opendbc_repo/opendbc/safety/tests/test_hkg_mode_parity.py": {
@@ -88,72 +86,72 @@
     },
     "opendbc_repo/opendbc/safety/tests/test_hyundai_angle_tx_recovery.py": {
       "cases": 9,
-      "seconds": 0.24554885200001308,
+      "seconds": 0.1236018710000053,
       "source_sha256": "3e3559792d8daef5fc09c017f742060f93c737d76904ae1822c0b12d4c7b0a91"
     },
     "opendbc_repo/opendbc/safety/tests/test_mazda_stock_aol.py": {
       "cases": 13,
-      "seconds": 0.23759958699997696,
+      "seconds": 0.11437289899998859,
       "source_sha256": "16eeb9c2fcf0f945eb1196b99651bdfad7407ef4de2b0cf00dd22def471dbd22"
     },
     "opendbc_repo/opendbc/safety/tests/test_meb_aol.py": {
       "cases": 63,
-      "seconds": 0.8211498970007369,
+      "seconds": 0.615215202000627,
       "source_sha256": "06d099bdaea9462d9038f9f2f06f48b3ce3c5a18ede4d174fc55ffddf97f2b7a"
     },
     "opendbc_repo/opendbc/safety/tests/test_pe_combined_callers.py": {
       "cases": 2,
-      "seconds": 20.573897311999986,
+      "seconds": 14.210113755999998,
       "source_sha256": "bb8f4ae38158db387f9e1f39ff7acd4f505cf6bdf44e79a1fd45f80a88a229ae"
     },
     "opendbc_repo/opendbc/safety/tests/test_pe_set_release_callers.py": {
       "cases": 1,
-      "seconds": 13.006026775999999,
+      "seconds": 12.633191937000106,
       "source_sha256": "0db205adee85085ceb5af97a7195844484072083ade34ab5453e036ad21c7734"
     },
     "opendbc_repo/opendbc/safety/tests/test_subaru_avh_startup.py": {
       "cases": 25,
-      "seconds": 6.132081978999622,
+      "seconds": 6.096936095999467,
       "source_sha256": "eb3a1c05e0d90f6b30e58c53a1cffb0bf490ec1e57a3311cb68ea3e7e7487e1e"
     },
     "opendbc_repo/opendbc/safety/tests/test_subaru_outback_angle.py": {
       "cases": 8,
-      "seconds": 0.07942780600001242,
+      "seconds": 0.056717837000007876,
       "source_sha256": "d8bdce43be7b9e62b0e71dfadf4d18b629b5f6eed0e257f57a897145fdb091a4"
     },
     "opendbc_repo/opendbc/safety/tests/test_subaru_sng.py": {
       "cases": 6,
-      "seconds": 0.0969043210000109,
+      "seconds": 0.04316678000003549,
       "source_sha256": "3bd08c34e9db4a056ae99a72b321aa72a0d619ea178b0b88e047b75f55c719ec"
     },
     "opendbc_repo/opendbc/safety/tests/test_subaru_software_cruise.py": {
       "cases": 4,
-      "seconds": 0.030385844000022644,
+      "seconds": 0.016735610000068846,
       "source_sha256": "a66efee40870deea1e4d5620b93b0c9fcde9676cb4d80ab23a9cef37f725b343"
     },
     "opendbc_repo/opendbc/safety/tests/test_subaru_stock_aol.py": {
       "cases": 10,
-      "seconds": 0.04827245700005278,
+      "seconds": 0.024661658000070474,
       "source_sha256": "f59adcbd502ec880148dcc0b8fd7c1a21b3207b31bc1e3db23909973d87a21a3"
     },
     "opendbc_repo/opendbc/safety/tests/test_subaru_stop_start.py": {
       "cases": 5,
-      "seconds": 0.058483079000041016,
+      "seconds": 0.059471873000063624,
       "source_sha256": "6ea85a318bb77f3a808c38dc9017629d6391c09ac2845536dbf381a2c829e912"
     },
     "opendbc_repo/opendbc/safety/tests/test_volkswagen_direct_aol.py": {
       "cases": 22,
-      "seconds": 0.11070563900011621,
+      "seconds": 0.08436309100022754,
       "source_sha256": "ce7e6e3ffc1d448261d820784b6257c49810a7c83dc578ab09ea30af0240b77d"
     },
     "opendbc_repo/opendbc/safety/tests/test_volkswagen_engagement_arm.py": {
       "cases": 2,
-      "seconds": 0.007902616000137641,
+      "seconds": 0.0048654299999952855,
       "source_sha256": "f1430a7891ef36c4058b9c3c592e20f542b278129fdec000d17a0772a744ff8e"
     },
     "opendbc_repo/opendbc/safety/tests/test_volkswagen_stock_aol.py": {
       "cases": 6,
-      "seconds": 0.49320137799998065,
+      "seconds": 0.2346097189999341,
       "source_sha256": "15a1f6ba1c55022bf93a13180629a5685e7f119f9203ae5e4d02e916e4fdea78"
     },
     "openpilot/selfdrive/car/tests/test_registered_ford_discovery.py": {
@@ -163,52 +161,52 @@
     },
     "openpilot/starpilot/aol/tests/test_chrysler.py": {
       "cases": 14,
-      "seconds": 0.15553418699983013,
+      "seconds": 0.16286588500008747,
       "source_sha256": "85ecac582401263d06ed6aa43e6cf9348513db9086c8b17d91968e2cefcde7f4"
     },
     "openpilot/starpilot/aol/tests/test_ev6_source_deadline.py": {
       "cases": 39,
-      "seconds": 4.952025227999798,
+      "seconds": 4.9182063199999675,
       "source_sha256": "be85a97dac7787acd813b406969120ef833927c9f36b7493e9577ad102e755db"
     },
     "openpilot/starpilot/aol/tests/test_ev9_main_withdrawal_guards.py": {
       "cases": 37,
-      "seconds": 0.08945876099949146,
+      "seconds": 0.09053499000106058,
       "source_sha256": "94d19de8f8a786f6a6ca3fe24f6509f8304b8ed8952cb87dd06e3365fc2f7559"
     },
     "openpilot/starpilot/aol/tests/test_gm.py": {
       "cases": 29,
-      "seconds": 24.629748084000198,
+      "seconds": 16.811332782999727,
       "source_sha256": "dec162ff70628d3c924780d6beaae2f5da999a557a675970f58d7adc9166f354"
     },
     "openpilot/starpilot/aol/tests/test_gm_ascm_receive_order.py": {
       "cases": 340,
-      "seconds": 6.830010596001102,
+      "seconds": 5.08538050100077,
       "source_sha256": "77a2183fbdc3fecb8e8072246d750138f3a9340a33629cb5dbd36309500393cf"
     },
     "openpilot/starpilot/aol/tests/test_gm_cancel_remap.py": {
       "cases": 48,
-      "seconds": 3.7847172010006034,
+      "seconds": 3.110054212000307,
       "source_sha256": "63580c71e8716520e8156ff1b8031edfad898e37d332378f2d7d40acd9b1d639"
     },
     "openpilot/starpilot/aol/tests/test_gm_held_brake_successor.py": {
       "cases": 42,
-      "seconds": 141.64848118599923,
+      "seconds": 134.0834650550006,
       "source_sha256": "750bfc0681699792f2964db7d4410e83a2ae2c994d0056ab9e6a3ce848e3bc5c"
     },
     "openpilot/starpilot/aol/tests/test_gm_held_native.py": {
       "cases": 140,
-      "seconds": 3.158628827999678,
+      "seconds": 2.0473895770002173,
       "source_sha256": "d32a0d27f69c016a626c58bcfd09d68bb25ffdff52b33ceab1e57b3f48fdae5b"
     },
     "openpilot/starpilot/aol/tests/test_gm_ordinary_warning.py": {
       "cases": 24,
-      "seconds": 0.41067921500018656,
+      "seconds": 0.3240043169999467,
       "source_sha256": "ea11350b3d2ddbb3a950ac11fa3ba2aa511567fa8d6a2a70960b446a39840ddf"
     },
     "openpilot/starpilot/aol/tests/test_gm_pedal_order.py": {
       "cases": 34,
-      "seconds": 0.6718514639992463,
+      "seconds": 0.6016417539997292,
       "source_sha256": "a3aa9eda612888f1d3631097d2341080e6282b4ca96fb35d33577cbf91477a78"
     },
     "openpilot/starpilot/aol/tests/test_gm_route1c_receive_order.py": {
@@ -223,22 +221,22 @@
     },
     "openpilot/starpilot/aol/tests/test_gm_steering_receive_order.py": {
       "cases": 45,
-      "seconds": 1.5989013689995772,
+      "seconds": 1.4872099720000165,
       "source_sha256": "0264749678d62a9e83dde063ee8e66291c13801bd61b899db5e7f438d87aed10"
     },
     "openpilot/starpilot/aol/tests/test_honda_alt_radar_lifecycle.py": {
       "cases": 14,
-      "seconds": 15.806861794000156,
+      "seconds": 11.222040502000027,
       "source_sha256": "be3bd9bcb84542e191743968312987288197f028bfc19f8cad11a1adff9a469a"
     },
     "openpilot/starpilot/aol/tests/test_honda_classic_alpha_lifecycle.py": {
       "cases": 8,
-      "seconds": 12.389079092999964,
+      "seconds": 11.246956308000051,
       "source_sha256": "a41940cdd820382dc247c4d002bdd239d2a542f3751fd8d5463d230c8415c442"
     },
     "openpilot/starpilot/aol/tests/test_honda_pedal_lifecycle.py": {
       "cases": 8,
-      "seconds": 11.878174505999993,
+      "seconds": 10.953607092000084,
       "source_sha256": "482ef127e7c3eb91c97dab3645ecc6125b1d0fd28b283f6e4a19ae010965dda6"
     },
     "openpilot/starpilot/aol/tests/test_honda_recovery_lifecycle.py": {
@@ -248,57 +246,52 @@
     },
     "openpilot/starpilot/aol/tests/test_honda_reverse_join.py": {
       "cases": 342,
-      "seconds": 0.7359273099999655,
+      "seconds": 0.43530514799999764,
       "source_sha256": "46a9ddd6f5b48e5571ae1df5dfb5e392dc78ea1a8889086485f488f886940ae7"
     },
     "openpilot/starpilot/aol/tests/test_independent_lateral_soft_takeover.py": {
       "cases": 4,
-      "seconds": 0.36067755299984583,
+      "seconds": 0.5930434210001181,
       "source_sha256": "ca04ccb1aa702c299151fb0f4a76a22afb5923411c6655a768c6576cd2817d8b"
     },
     "openpilot/starpilot/aol/tests/test_meb_actual_callers.py": {
       "cases": 20,
-      "seconds": 18.64853539600017,
-      "source_sha256": "a87812c36d931e77b41785114f55a4d95d926c45322a5aacb9271070175ebffc"
+      "seconds": 22.582757826999455,
+      "source_sha256": "60f046511494ddfbbe905c4adaf80389aa75d1cc67a8298a32648830c4d8ab0b"
     },
     "openpilot/starpilot/aol/tests/test_mqb_topology_callers.py": {
       "cases": 24,
-      "seconds": 24.303543111000295,
+      "seconds": 22.19348840599946,
       "source_sha256": "8300c3eef7ee075ed11a40d99726d3de9e3757d34856b3921191da675106170c"
     },
     "openpilot/starpilot/aol/tests/test_mqb_topology_contract.py": {
       "cases": 277,
-      "seconds": 0.18643848999931834,
+      "seconds": 0.17173611599935157,
       "source_sha256": "6af1c00cb307c79fb4b024ba8bde72da98eaa16a0f9ba94c9bd46dace44c97b0"
     },
     "openpilot/starpilot/aol/tests/test_native_inventory_control_cadence.py": {
       "cases": 85,
-      "seconds": 0.3153113310008848,
+      "seconds": 0.3006482349990165,
       "source_sha256": "5f9e0f4d8a07efbf8c7313f06c1d6ffa270bd781ccfb6119981c627058e7ed75"
     },
     "openpilot/starpilot/aol/tests/test_pe_combined_profile_contract.py": {
       "cases": 31,
-      "seconds": 0.040698814000279526,
+      "seconds": 0.041313134000290574,
       "source_sha256": "9dc11b2ee02f9a609cc1fcf4f1546dc15694d0ef9557f291beedfbf567481d8c"
     },
     "openpilot/starpilot/aol/tests/test_stock_angle_physical_recovery.py": {
       "cases": 43,
-      "seconds": 9.417894639000508,
+      "seconds": 7.094085648000259,
       "source_sha256": "c1e1f05ee6ce661dcf364a33069a5ba029a1bf113c31b0f07646148dd101842a"
     },
     "openpilot/starpilot/aol/tests/test_stock_lateral_lag_gap_sequence.py": {
       "cases": 4,
-      "seconds": 0.3693457449999187,
+      "seconds": 0.38841984099985893,
       "source_sha256": "c9d26307eb74153898f2ad241f3ce36d3940e19d02aaa456a9111224d021e922"
     },
-    "openpilot/starpilot/aol/tests/test_stock_location_recovery.py": {
-      "cases": 140,
-      "seconds": 0.34873870500052817,
-      "source_sha256": "c6eb1344d1b59e2d2a18d6c8406b358091f274e524ab17686e67b96897bf7841"
-    },
     "openpilot/starpilot/aol/tests/test_toyota.py": {
       "cases": 9,
-      "seconds": 4.275880477000101,
+      "seconds": 4.046119932999773,
       "source_sha256": "92b92b46c457c30c7d95949ef2f24f92cf79043b2b5ece635e10c9923a4eea93"
     },
     "openpilot/starpilot/aol/tests/test_volkswagen.py": {
@@ -308,97 +301,97 @@
     },
     "openpilot/starpilot/aol/tests/test_volkswagen_main_boot.py": {
       "cases": 12,
-      "seconds": 0.01782609900033094,
+      "seconds": 0.025134647000186305,
       "source_sha256": "fed6af0445f73970bea2d07313f4117c55650c7b525a07e567c800577ee5a114"
     },
     "openpilot/starpilot/aol/tests/test_volkswagen_saved_intent.py": {
       "cases": 10,
-      "seconds": 0.012575867000123253,
+      "seconds": 0.013726118000136012,
       "source_sha256": "f627232c0ed786c316bfbebd4852e4c9c10d41847fbae14957d737e4babf39df"
     },
     "openpilot/starpilot/car/nissan/tests/test_aol.py": {
       "cases": 55,
-      "seconds": 1.4633806500006585,
+      "seconds": 1.344453853001255,
       "source_sha256": "4303ab761aa4df46f7a959634c9b7355e76a324dafae97fd95d64fb1ec527a3e"
     },
     "openpilot/starpilot/car/rivian/tests/test_aol_lifecycle.py": {
       "cases": 2,
-      "seconds": 4.649988322000013,
+      "seconds": 4.3052127769999515,
       "source_sha256": "7bd28d138aeabebe49afd89a4d20c3fcb7a6f8665d04d510a30f7cfb735cedc0"
     },
     "openpilot/starpilot/car/rivian/tests/test_aol_native.py": {
       "cases": 14,
-      "seconds": 0.09512363700025617,
+      "seconds": 0.06504544300014459,
       "source_sha256": "563b4c3d4681a31efcd617345a418417cbe37beb5993bbbfdb7779890bbbd43c"
     },
     "openpilot/starpilot/car/rivian/tests/test_aol_policy.py": {
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+        "results_sha256": "46fbec1307dd7a5c017a4ba12b3489ed13aa7ade17150e6284011737e9aef750"
+      },
+      "shard-5": {
+        "duration_seconds": 283.757410287,
+        "results_sha256": "b7deadcd02451eef34e51816547577fd08b3bfafc8b127546215534add5a73b0"
+      },
+      "shard-6": {
+        "duration_seconds": 372.01252850699996,
+        "results_sha256": "882029ac6425021d6fd7a5b1097e262ac714b8ed0e732bd1df04a2913bfcfa02"
+      },
+      "shard-7": {
+        "duration_seconds": 224.43834632099998,
+        "results_sha256": "61cd924fb1be53d412e0b7ef51ee12839eb9faba9e47bdfddce4f5408c62abe9"
       }
-    },
-    "revision": "6eb9df96425a661afcbf1edfa27894d6e49b3706",
-    "run_id": 39923284827
+    }
   },
   "unknown_seconds_per_case": 1.0,
   "version": 1
diff --git a/tools/ci/tests/test_lifecycle_shards.py b/tools/ci/tests/test_lifecycle_shards.py
index 33deb8f9b6..723bc5580a 100644
--- a/tools/ci/tests/test_lifecycle_shards.py
+++ b/tools/ci/tests/test_lifecycle_shards.py
@@ -74,6 +74,23 @@ class LifecycleShardTests(unittest.TestCase):
     self.assertFalse(helper.matches(prefix + 'test_nominal[10]', heavy + '::test_nominal[1]'))
     self.assertTrue(helper.matches(prefix + 'test_nominal[::complex/parameter]', heavy + '::test_nominal[::complex/parameter]'))
 
+  def test_current_ford_and_stock_location_cases_split_without_omission(self):
+    for module, size in (('openpilot/starpilot/tests/test_ford_configuration_parity.py', 112),
+                         ('openpilot/starpilot/aol/tests/test_stock_location_recovery.py', 135)):
+      with self.subTest(module=module):
+        prefix = module.removesuffix('.py').replace('/', '.') + '.'
+        full = [prefix + f'test_actual_lifecycle[{index}]' for index in range(size)]
+        full += [prefix + 'test_neighbor']
+        shards = helper.partition([module], full, 8)
+        selected = [[identity for identity in full if any(helper.matches(identity, target) for target in shard)]
+                    for shard in shards]
+        self.assertEqual(sorted(identity for shard in selected for identity in shard), sorted(full))
+        self.assertEqual(len({identity for shard in selected for identity in shard}), len(full))
+        self.assertTrue(all(len(shard) >= 1 for shard in selected))
+        selectors = [target for shard in shards for target in shard]
+        self.assertEqual(len(selectors), len(full))
+        self.assertEqual(shards, helper.partition([module], list(reversed(full)), 8))
+
   def test_heavy_function_rule_never_splits_classes_or_accepts_forged_targets(self):
     heavy = 'openpilot/starpilot/car/toyota/tests/test_legacy_advert_callers.py'
     prefix = heavy.removesuffix('.py').replace('/', '.') + '.'