{
  "answer_keys_read_for_new_samples": false,
  "base_commit": "f7503930f1ac142102710adc688148d3af6cc267",
  "files_sha256": {
    "backend/app/__init__.py": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
    "backend/app/api/__init__.py": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
    "backend/app/api/openapi.py": "981ea274661107e8b854be8d27642d8a972f972af84667135bc1c0a0c4ba2e8a",
    "backend/app/api/routes/__init__.py": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
    "backend/app/api/routes/analyze.py": "1bfe96413ead7d80afae1c836f95a7da75bea17e30994605578a58f60df569c8",
    "backend/app/api/routes/apt.py": "ae028d54efcd97637d68f1d88bcd7fd98a2a5b88040292a248a3d875b970e48a",
    "backend/app/api/routes/asset_surface.py": "1b4d3111adc31997fc9b7884c847de8c517d46eb58aaad7f37c39c44313e31c6",
    "backend/app/api/routes/attack.py": "750d4ebad175c64db25e9003ba3005e5ee056f0c629afd01b53a6a3c58f05639",
    "backend/app/api/routes/auth.py": "b74ca710884aa7a88c973f9a1d0e523d484cf9ef90907a94bd89f006b2e56253",
    "backend/app/api/routes/cve.py": "02b81a546a635a21f386de5b498aa0386453af97997fce37e2ee8d3aaf5aee64",
    "backend/app/api/routes/emb3d.py": "6de6326500138c2972a92d1ddb7e74564c1c728db0d8b6ec40cc64bb625599d6",
    "backend/app/api/routes/evidence_graph.py": "65f808853ce5b1bbb0ee4639456785047980e69bab0178442e547a67ca6aea15",
    "backend/app/api/routes/export.py": "0e70b4c8c9b1ce0fafd54ac141a2c659d71f8d9e42c0b2a2c2e597af9542b3a1",
    "backend/app/api/routes/ioc.py": "02044b141a7d7408cd2a742e38d4c76d631d63883701870828531ded25e2cb91",
    "backend/app/api/routes/knowledge.py": "1c27d5d2ff365e8b9d1d33853257f3d46380fda30789ff6cf3cf0ff9ff3ee11d",
    "backend/app/api/routes/layers.py": "c6751a0388820086881f45bfa5808779099c84204f5ed72f3257fcc79894d59c",
    "backend/app/api/routes/malwaregraph.py": "7297af913f25024a71908921483dae2fcd5ff8ddd0b6cc658bcd78a965dd0954",
    "backend/app/api/routes/observability.py": "dfe5cf79fbd3f31a4c3b1c05459ebf3a38b86315b3a16b4ac488cd064beb76f3",
    "backend/app/api/routes/operations.py": "a3b3c8131c59d9361008d5b9b169d6bd9fed279b099d549fde24015a5edc8b48",
    "backend/app/api/routes/pcap.py": "ec8abf59c04c5870f2e3775f29e37621f532fc030def960962bc34aba9c4d4b2",
    "backend/app/api/routes/pipeline.py": "8e2d933e7403df65e98b2ef0fb96e1acb6a84bc7d61ded2489d489656d288d4b",
    "backend/app/api/routes/query_library.py": "3c6c9978a9796f5231af1b39285af1afee2e5c099ce51a3065cbc87a4d697fb7",
    "backend/app/api/routes/rag.py": "7e744bec85ed134676daf9637e8e59a0bd72ace0ff8c51163b13d97520bb74e9",
    "backend/app/api/routes/report_review.py": "d19f549e8649aec44adbe96a47ccdb40728973414a33afb59d61b44f8d233bca",
    "backend/app/api/routes/research.py": "952924fbbcb57fa1ceb23f64191a58eb4dc1b4e286403c79ffabdf501a2e70ad",
    "backend/app/api/routes/retrohunt.py": "258f7f80187d41e66b2535a78383dd2da8bc10f0764906c5c85f4e9819f05945",
    "backend/app/api/routes/sector.py": "99ee046dacd2b6ee98c59aabbdb02ffdcaca37ae5e0a674faa6dae3d114e0ff2",
    "backend/app/api/routes/simulation.py": "49e6d2e4f16f12216aa169de3bb21639d40cbb6af64206075ff12a02e7aa5243",
    "backend/app/api/routes/statistics.py": "993ce2b47d0724e93cf71cc123b5067668cd6fe82873db79dcad9534e53a71e8",
    "backend/app/api/routes/sync.py": "d73c1aab5e3a1816140fcb5972b91e300401adc2f16697c68145b91c021f6f73",
    "backend/app/api/routes/system.py": "70ed5a132aedd64369659d56d0e8a4433a34281599f0ab4ac2d40d50dd948d47",
    "backend/app/api/routes/threat_hunting.py": "fc416a27d393be864c8988010703baf29f66e0ba9562b5d5f5c89785bff3f14f",
    "backend/app/api/routes/threat_hunting_ai.py": "2fc6482dc6777e697a1bc0e8fbf7291f79c5d99a830d1f2d2456ba5776cd8994",
    "backend/app/api/routes/threat_radar.py": "3a8d3742337ea1d9a84a8b5fafa8cdb0d1057bccb98d30eafffe9cfe7adfd7a8",
    "backend/app/api/routes/troubleshooting.py": "c0cba34b1c037c6d8495792229c476147856cf0a7df8c4f49fbad5c15c70dd55",
    "backend/app/core/__init__.py": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
    "backend/app/core/config.py": "ab09c821ded40326e36734b60db881df6dfdb1ac2488d4a1a6c2fd2c6097fb45",
    "backend/app/core/database.py": "17e4a9a34358971dca16c6555d852b91c0f710e9dff3d1e186ffffd0a6b10f36",
    "backend/app/core/logging_config.py": "8ac05912a6c43644516b57ce9e7009665e1df1657c4a8275f279d5b3ba8af061",
    "backend/app/core/migration_policy.py": "0c75df44a9b0a4f9a62e7e922d9729605c65f6b31d98f088833ab92fcc87c4d4",
    "backend/app/core/observability.py": "a5e14df39f180b1616799aeb8c67f5c5893fea6ec706818a618de0d705196b76",
    "backend/app/core/payload_limits.py": "8b5179265dc65ee286b101c5c8eb34f9529e75b095be35014f681e4d0d540b0c",
    "backend/app/core/rate_limit.py": "18bdc6b07a347ec254e04cc9be29db9a356de3f43753aa046b36637d3a86160a",
    "backend/app/core/redaction.py": "19da9343e6fe1cb32462ece0d0baaeec98a88ac44ec29a70ded83413e18d3da6",
    "backend/app/core/safe_http.py": "dba528146993b30cb877a18389063b47b8a2b746ff8c8558309fb581fb66cec2",
    "backend/app/core/version.py": "0a59a04c8358b7c5c04d571cb147b6c15fee0921ac29ef0c12edd592682a8e0e",
    "backend/app/mcp_server.py": "10cd1e5ff2284312bacee0c5596bd102d3dc64e629d02f4eff20352a8a416988",
    "backend/app/models/__init__.py": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
    "backend/app/models/analysis.py": "bd978dc4b8981bc974986ba44101a928e23794fcede280ab07bb1a5bbfa6fd39",
    "backend/app/models/asset_surface.py": "e06aab10bb385788287ac4b47746ac1fe1436b6ae72a0e2b3deda277657adb26",
    "backend/app/models/attack.py": "b66c46b801a031d003036c968fa1d754b9b4f1d605802f71b7c80d3aada3c160",
    "backend/app/models/auth.py": "e316a5404afc8d43c5b8e0c5f5e1044e9a0e3f5cade3fd41d34c79df6a60e79e",
    "backend/app/models/cve.py": "78107bfa5db0a3a7812aabe4911ddff64f27624285f2e405f7fe753c2eddab45",
    "backend/app/models/evidence_graph.py": "5242a6976e09afa26b19ac9204cede7e0eb8f4dad1e00e5da99f8bb0c3edfbd6",
    "backend/app/models/intelligence.py": "2fa3dd3d2de5b526c247dad079dc387eec3719d00392d90302eed6d35e02fc04",
    "backend/app/models/ioc.py": "58d13e5a4224c94307115bcf08e014a3ed2da77938e977d370e2684f38388f5f",
    "backend/app/models/knowledge.py": "ccc7a90df567bb0d7873786d7c0b694e3d21f696fcde48f79d0b6542c120fcea",
    "backend/app/models/operations.py": "3b6508a921d12130b1c72c9c0fcd68e613878806d6c83cd8073e30aa1a6f23fc",
    "backend/app/models/pcap.py": "c3ffa61a9a2e6f23192a048f4c0825da0466ef2dd14e1de6f395fe04e31eeee3",
    "backend/app/models/pipeline.py": "9c2ec53835f10be35bdf1b6f78e4878216ccd765fac271fa6f54a780e36f1aaa",
    "backend/app/models/query_library.py": "e39736e94a9ce919478790d96186364c1374d99f04f8d5778f2e70ade1122dd8",
    "backend/app/models/rag.py": "f913a8e5dead15bac5604dc55d6bf683381934cb27234cd7754685ac1211ecee",
    "backend/app/models/report_review.py": "710a29f535f9532bd9bf36fa648cbd1189eca29d32c4ed06d309946f16656575",
    "backend/app/models/research_workflow.py": "e727dc95212185df663b8c9ffc6136ceff12b66a4920d21e59e0f241f52a03cd",
    "backend/app/models/retrohunt.py": "f7af6416d7cf35c3b08cf90e7b4477a45dd47cb06bc034001b82c8247e8522ef",
    "backend/app/models/sector.py": "66210f0ca099968c1215bc7eb2cbc0be71e69ba1b38d4f91642867aa02db46ed",
    "backend/app/models/sector_packs.py": "2af5735ed57b2de05518b514d05257cf9ccbaa06d2d7207eda010f69c52bbb58",
    "backend/app/models/simulation.py": "c895a6645042eda172e0d9c7b4ee278e33d9173eab7bba4612a9e4668ba3b174",
    "backend/app/models/threat_hunting.py": "bcfc7667ef3bf56c492e254b2abf2b64d5d2294521e3c0a75341a8372ea0e2cb",
    "backend/app/models/threat_radar.py": "f3decf2b1654d9d45e8f6de05ec7b1a359d3d2c293d5cff1cc210fa76e7b4494",
    "backend/app/services/__init__.py": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
    "backend/app/services/ai/__init__.py": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
    "backend/app/services/ai/base.py": "4d1a6511d957d554807926b5ec6ac203bdd6d106e7200a12746a2d68b0c4b781",
    "backend/app/services/ai/claude.py": "f0b4347bb20082efb6af92d5c7dfb49246bea5891ebdb8f740ad32a76cfb6909",
    "backend/app/services/ai/factory.py": "c1212b0a3478029972e2c0a1355bb3dab95e17b7d6da49dfb58ba99f6cbd92fb",
    "backend/app/services/ai/gemini.py": "5d878b2ce5ff4fa4151c6a865aa5f55fb33153dfd7b743a0f38bc6b27f5c458e",
    "backend/app/services/ai/local.py": "0d2d9c53f503a8eb0552d28db6c272bdff6d939a15b09c32c4b0f9e2c50d7407",
    "backend/app/services/ai/minimax.py": "fa63b6c3ffe8c5d54e11317cef4ed68131149e62b6896c7c7fac10c866fc33f5",
    "backend/app/services/ai/openai.py": "665a191ee97d098de16a0964ca2a0099422cfc03f7b804eeb6a403f0871632a8",
    "backend/app/services/asset_detail_intelligence.py": "548cf3ec2e8adcb641d8bd789ad36a97800d2e717cd863cdbc77f42393ecf5ce",
    "backend/app/services/asset_intel.py": "4b00792950b3ca0b5d60ac77acd2833ed6c4cafff2e22ff2cf28a6055757588b",
    "backend/app/services/asset_scanner_mcp.py": "0c7dde8648d53fe9601989991e73edca17592bfcc6ffcb49cbca278d87ebd140",
    "backend/app/services/asset_surface.py": "66ebd31f4f7a0abb23d1d69bdcf9ee1a7a5eea5d52499eb942e3220943f4b34e",
    "backend/app/services/asset_vulnerability_scanner.py": "5952b49fc212c998839297236e91a668fd9c00a3ed90a261635026fc97945bfe",
    "backend/app/services/atlas.py": "4974383201cfae15776a72c7e9f2466ada2249cca0fce0628176ee0506c7f88c",
    "backend/app/services/atomic_event_catalog.py": "c3133b76385f31e00a41698020631937e00fad078cb15e1574453d59af545ace",
    "backend/app/services/attck/__init__.py": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
    "backend/app/services/attck/downloader.py": "d3474e4ee2dd4a4291db265df0efe94a567913678248fa64d100f74e0c2d71f6",
    "backend/app/services/attck/ingestor.py": "027e8d2df45ecadedcbda2a82830a3b6db0f9b86600c352319a33088d27a7053",
    "backend/app/services/attck/version_checker.py": "191618c9ff95661869a9ba819b0832690ce4a51bdd44ee081b775ba0ac2463c6",
    "backend/app/services/auth.py": "0a05aebe4771b84b20b994884b08a8d7cf643ab004c337a587e6a9b291c47389",
    "backend/app/services/collection.py": "e22265e74cbd2fab011518121f3b2051bd39014b5f6162c0d12e7c524c273be5",
    "backend/app/services/comparison_explainer.py": "32cee92bc488a793127280840a81a0885f916b4c3f37eaa08286f2f4b547d7a6",
    "backend/app/services/cve_intel.py": "a46afa5f5dedb4d2ef3f95ef5dc6c02adcd9dbad97626aaa453befd6d2d90fc5",
    "backend/app/services/data_integrity.py": "87021ae03000eecf2df7828814d29e981e47dab54750577419fa6a89e20e3d03",
    "backend/app/services/detection_feeds.py": "0172bbc4112f8e212bb204ed352508ba4d7d59ee63bbe74059531df49938eadc",
    "backend/app/services/detections.py": "5a266f307b632fadd8b6075967d9b9c0ec20857e44090823bd2f9df701b743d1",
    "backend/app/services/emb3d.py": "e9b3c5689e31909434f8d0dcfb67a885ff5878df1b7a8797ffce30381c734d5e",
    "backend/app/services/enrichment.py": "61835d08acb5a00ae3fa261cc7dbc7f40614a93c62dab2bd3befc3b554632e2f",
    "backend/app/services/evidence_graph.py": "126a1966c10e373111263d3f1c786d68e1e4f43cc91eabd5c196ab1bf612c0c3",
    "backend/app/services/exposure_monitoring.py": "13e388ebebb8e4a7414213195cd3cc641b1f84b37a24fb25285434a9274040be",
    "backend/app/services/external_simulation.py": "0719181d43cf01cd4a67206f399619fc1fc8c876afa5838f1fa7e3713043e716",
    "backend/app/services/file_parser.py": "a350f304b25711404a4c92a2f3e01bb2acb6892804526190f6d9aa114266337d",
    "backend/app/services/intelligence_graph.py": "85d7226fb3f407f4dd9e2516d17acd001125263e80a166fe33399bbaba9a658a",
    "backend/app/services/ioc_extractor.py": "edf1d4511e998051bd67fd06a747095a06ede1cff2d8d82ce7f10894afe1ba84",
    "backend/app/services/ioc_intel.py": "f805d904263d3aae5759cd9311590aa2997298f7372f0832e22f266cde944646",
    "backend/app/services/ioc_investigation.py": "f4937769685a1f8ef6edd6abc2601ae4afa5fb727c229ed7fb6d6c5be583d508",
    "backend/app/services/ioc_stix.py": "d43639b432970c90e722fd5a297fe7dbe62d30fe9c5234c03bc966f565c1e9e3",
    "backend/app/services/knowledge_seeder.py": "16023b4412c389e1e9d34696d476d1676e2a0c9ccc79c4653c79790297b52e0d",
    "backend/app/services/malwaregraph.py": "c5b60d203e2625021ace8ee45b4d6fb14ecffef6a521eab21527638b3ac00580",
    "backend/app/services/opencti_sync.py": "04a9373276afbfec37dacf3362f1eb6d2a845e89b9b4414ce17f35a17947bcc4",
    "backend/app/services/outbox_coordinator.py": "0b6e89d1cd8c18f0402fd45c1e49e87a77146c0715fab6941086edaba76cc7b7",
    "backend/app/services/outbox_engine.py": "1e78ef9e77ec2cc2035d39bcb75deaae5a986033a539f4c8f13a27a48d920c68",
    "backend/app/services/outbox_runtime.py": "5cd3aa9871471544200b9dce404a7096a1f90c2b4c0554ef9c101960a00ed930",
    "backend/app/services/pcap_analyzer.py": "3efbf8c090f0c038b92b2a82998b3d304c5a06697f200a51febf430a726dc912",
    "backend/app/services/pcap_context.py": "8eb6488d38ff919e75355157b3e433b11a79dadcb11a298a24a9f3e142cce248",
    "backend/app/services/query_library.py": "3e26f2327a344454d346b24ef8d57705d635cc163d5c906ca556e3cc9deca1bc",
    "backend/app/services/rag.py": "6afd60d9bd0ebbc0ec1e2e85c173b7af2f75fc1f247aeead65a2bbf00f7b8fbf",
    "backend/app/services/rag_ai.py": "b195bf587a20193339938731717c1d6568a6c7e8a719c0a3576dbcf794d7d457",
    "backend/app/services/rag_queue.py": "9d9966b7743e6813df4cd199ff2485e4deaf882b4a1e922bb0fc44910a1c80b8",
    "backend/app/services/rag_retention.py": "579d506bf56fb6cb94d6738d94e2fda1ba2afe8a5baa7ce6176ee282f1fd0faa",
    "backend/app/services/report_generator.py": "32d841d5bef514e5cc0a0fc19b17d57fa5096b2f0c67ee7ef462671bcdadf26b",
    "backend/app/services/report_intake.py": "a0c29c0d8b73b54af34270d119b1b5aba5e5f12527996cec5de41604cd1573ef",
    "backend/app/services/report_promotion.py": "e5052cf83ff18086e69003fe9b047050df33a40a889119e4bdefad6601a69cea",
    "backend/app/services/report_promotion_effects.py": "eabf6d90693b1bebe4e43ad8df80aad735276890f6a54310e93043774cbe2871",
    "backend/app/services/report_review.py": "c7085c3f8726ecff1ccfb56b4696c4c094dc3e85dc50382d757f861216228025",
    "backend/app/services/report_review_ai.py": "995d68c02b6ef9fe42b693bd4a8753220418fd5db18b74fc759d199482efc043",
    "backend/app/services/report_review_preflight.py": "01ea60b5c2f617c971a4c7353836975a562f2f28fc2af71802168239fbc6d6dd",
    "backend/app/services/research_projects.py": "c43d435769da5232fb44bd5a58cb7b57d0d4c368f474b8294ce0cc88d18a4b64",
    "backend/app/services/research_workflows.py": "df08f0e7795f901cabc6b477999d261e861927bc29d0744dcf570e5e6a6d90c1",
    "backend/app/services/retrohunt_collector.py": "e9950376bc479a17f207aa0cb2daa7fbaa9eadb18b03c419d84bfd1a748ca715",
    "backend/app/services/retrohunt_tagger.py": "2053e29ec3d539c75e90ff25dba218c6e7e91881ac1a85e77cb05896a0ccd5ca",
    "backend/app/services/sandbox_feeds.py": "a41d4e8c6756fb25b4483e8b827b75b67ae0402257f89a3f02b67c19c551f322",
    "backend/app/services/sector_intel.py": "d2f3a6c53a1b813af155c3c61b0e0113c69fb339ca88e6dfb4c20dd23515e230",
    "backend/app/services/sector_packs.py": "a939f1ef8442c22ade4ff93e5e046a5e615456aa38e3d585d362fc051a4bff0b",
    "backend/app/services/startup_status.py": "abdeaf66d8315b9585d4a18d939dda28daa95150f480b3404aef9fca8fce1935",
    "backend/app/services/stix_export.py": "adb092af0d224a0112a181affa44558d335f72d311f33b15eaa0bb07e1a069ea",
    "backend/app/services/taxonomy.py": "22fb32a515ba8b83199119dc657cd1c9c4636b703ab116f5c82bc824fb2aaf1b",
    "backend/app/services/taxonomy_migration.py": "58250553dd4a01b8744909c96c4f56dd5fa49f07de3f054134b196aae61b6a5e",
    "backend/app/services/telemetry_readiness.py": "81da416bb385522410356af6be76255032703a5641c03bf81671a29955bb9152",
    "backend/app/services/threat_hunting.py": "794ae8c5a6addf4428e36d5ad7a634d353156ffd399bb428425989f3cc61b753",
    "backend/app/services/threat_hunting_ai.py": "30a47d39f182ee13a4b43fcc20c04bf55129ca9d72396bdbc58b95c44e098852",
    "backend/app/services/threat_radar.py": "807f53d5ab403a8bb3de6e4ffd93429fc07ad06f7979f40d80b2c944c5a22cbf",
    "backend/app/services/unified_model.py": "a4d119bd0341c3e34da63343ec5cff33a0e2d3a53661b9fca46c705da32e2bcb",
    "backend/app/services/unpack_export.py": "18bd534dbc5fa7d96ceae3fcb3dc1a741f684786e49b537e908a5711c6aa12d6",
    "backend/app/services/virustotal.py": "ca2ae4d2c86d4eaea5838bfd1722c64de448df905f100d72ab2055833f8c7df5",
    "backend/app/services/workflow_engine.py": "9e3d87a372add3c5edbeeaf293e8c479c5cf1c8b90d8510e9d2be446c4fcfa68",
    "backend/app/services/workflow_orchestrator.py": "72820336b0095c2ac82f2a82ac5e71a5b73e2856f71ca9ad89384852ef40c1ce",
    "backend/app/services/workflow_runtime.py": "7921755efb918205bcd09c85ba995df45ef17a6d7aacabdf0c83cf493c88f4b9",
    "backend/app/services/workflow_worker.py": "1fc65d61c3b4ba27c1c5e36be79ceac3c4b3a7a480bfad5002292e3393309629",
    "backend/app/tasks/__init__.py": "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
    "backend/app/tasks/celery_app.py": "40eabe300398b632ef691f274033d8970a70c99c508d4059d0ef19e17126772a",
    "backend/app/tasks/pipeline.py": "3db3fbea7cc11767bff978213d8b7b3bc3e15382485a85bd646bdb44724518da",
    "backend/app/tasks/rag.py": "842dba56ba9bcaee118fa626f5eeef03f1d1a007acb78f1692bbb534fcadff90",
    "backend/app/tasks/rag_retention.py": "3e23d7d30731f45aad8a87144d448ca5535a64ba0a44ab2666f8e0d20d8245ef",
    "backend/app/tasks/retrohunt.py": "3e7aa73acdaceb6185aad23c230bbb7788c4cfc5579305e3f50cb5cdbb5e9c3c",
    "backend/app/tasks/sync.py": "1b9087c62669f730640c025639d3eb6d450bfaa6d5bdd0fb215263904af3f55f",
    "backend/app/tasks/workflow.py": "b1884b086412a04fd43c6b25e6f9b0f0a62c7156c3bc2d03d4859837cb4c2ebf",
    "pcap_analyzer/app.py": "dbe7ceb6f506c25d82815a7194b181e02bb152456f0bea793cf2660dcab4d6d2"
  },
  "frozen_at": "2026-09-19T10:48:14.793707+00:00",
  "method": "Original six were used for development. Ten new sample filenames/titles were known; their packet contents and answer keys were not used for implementation.",
  "new_samples_decoded": false
}
