{ "page": { "title": "Aratohu Whakatinana anga | Tractatus", "description": "Ngā tuhinga hangarau mō te whakaurunga o te anga Tractatus: te hanganga, te tohutoro API, me ngā tauira waehere mai i te whakatinanatanga whakaputa." }, "ui": { "breadcrumb_home": "Kāinga", "breadcrumb_implementer": "Aratohu Whakatinana", "skip_to_content": "Haere ki te ihirangi matua" }, "hero": { "title": "Ngā Ratonga Whakahaere o Waho mō ngā Pūnaha Atamai", "subtitle": "E ono ngā ratonga hoahoanga e aro ana ki te whakakore tauira me te whaiwhaiwhakaaro i ngā whakataunga i roto i ngā pūnaha māngai. He anga whakawhanake mō te mau tonu o ngā tohutohu, te whakatinana i ngā rohe, me te rēhita arotake.", "value_prop_1_icon": "Whare hanga", "value_prop_1_title": "Wehewehenga Hoahoanga", "value_prop_1_desc": "Ka whakahaerehia te whakahaere i waho atu o te tauira AI.", "value_prop_2_icon": "Tāuru", "value_prop_2_title": "Te manawanui o ngā tohutohu", "value_prop_2_desc": "E whakamana ana i ngā tohutohu puta noa i ngā horopaki", "value_prop_3_icon": "Rārangi", "value_prop_3_title": "Te Ara Arotake mā te Hoahoa", "value_prop_3_desc": "Ngā rangitaki a MongoDB me te tautuhi ratonga" }, "nav": { "quick_links_label": "Ngā wāhanga o te whārangi", "how_it_works": "Me pēhea e mahi ai", "architecture": "Hoahoa whare", "hooks": "Hoahoa Whare Hook", "deployment": "Whakaurunga", "services": "Ngā ratonga", "api": "Tautuhi API", "patterns": "Ngā Tauira Whakaurunga", "village_ai_arch": "Village AI", "steering_vectors_impl": "Ngā wīra arataki", "taonga_registry": "Rēhita Taonga", "roadmap": "Mahere Ara" }, "how_it_works": { "heading": "Me pēhea e mahi ai", "problem_title": "Wero Whakakapi Tauira", "problem_desc": "Kaore pea e mau tonu te ū ki ngā tohutohu a ngā pūnaha AI e whakahaere ana i ngā whakawhitinga kōrero roa, i te mea ka rereke haere te horopaki. Ka taea te whakaiti i te hiranga o ngā tohutohu i hoatu i te tuatahi, te whakamāori anō rānei.", "approach_title": "Te huarahi hoahoanga ā-waho", "approach_desc": "Ka whakahaerehia ngā ratonga Tractatus i waho o te tauira AI, e whakarato ana i te whakamana rohe, te whakarōpūtanga whakahau, me te rēhita arotake mā te wehe hanganga.", "diagram_title": "Rauemi tono me te whakahaere", "diagram_desc": "Tauira: rerenga whakatau AI me te whakatinanatanga o ngā rohe—mai i te tono a te kaiwhakamahi, mā te whakamana whakahaere, tae noa ki te whakaaetanga a te tangata.", "diagram_alt": "Rārangi Haere o ngā Tono: Me pēhea e whakahaerehia ai ngā whakataunga a te AI", "download_svg": "Tikiake SVG" }, "architecture": { "heading": "Hoahoa Pūnaha", "six_services_title": "Ngā Ratonga Matua e Ono", "service_1": "Kaitiaki Rohe (Tractatus 12.1–12.7)", "service_2": "Akoranga Manawaroa Kaiwhakarōpū", "service_3": "Kaitātari Whakataurite", "service_4": "Te Kaiwhakahaere Pēhanga Horopaki", "service_5": "Kaitātari Whakaaroaro", "service_6": "Kaiwhakahaere Whiriwhiringa Maha", "main_flow_title": "Rauemi Whakawhitinga Mahi Ratonga", "main_flow_alt": "Hoahoa hanganga o te anga Tractatus: e whakaatu ana me pēhea ngā ratonga whakahaere e ono e mahi tahi ana i te raupapa", "trigger_tree_title": "Ngā tikanga whakaoho ratonga", "trigger_tree_alt": "Rauemi Whakatau Whakaoho Ratonga: I te wā ka whakahohe ia ratonga anga", "system_arch_title": "Hoahoa Pūnaha", "system_arch_desc": "He tirohanga whānui taumata-teitei e whakaatu ana me pēhea te whakauru a ngā ratonga whakahaere e ono ki tō taumata taupānga me tō taumata raraunga.", "system_arch_alt": "Te Hanganga Pūnaha Tractatus: Te Whakawhitinga Wāhanga me te Haerenga Raraunga", "download_svg": "Tikiake SVG", "download_svg_aria": "Tikiake i te mahere rerenga matua o te hanganga hei SVG", "download_trigger_svg_aria": "Tikiake i te rākau whakataunga whakaoho ratonga hei SVG", "download_system_svg_aria": "Tikiake te hoahoa hanganga pūnaha hei SVG" }, "hooks": { "badge": "Whakatinanatanga Hoahoanga", "heading": "Hōk Tūhanga: Te Papanga Whakapono", "subtitle": "Ehara te whakahaere Tractatus i te whakaae ā-tūao. Ka whakatinana ngā tūhono PreToolUse i ngā here i mua i te whakahaere a te AI, ā, nā te hanganga, kāore e taea te karo.", "problem_title": "Te raru o te whakatutuki ā-tūao", "problem_desc_1": "Ko te haumaru AI tuku iho e whakawhirinaki ana ki te pūnaha AI kia \"whiriwhiri\" ki te whai i ngā ture kua whakaurua ki ngā raraunga whakangungu, ki ngā whakahau rānei o te pūnaha. E whakapae ana ēnei huarahi ka mau tonu te whakatikatika o te AI ahakoa ngā pēhanga horopaki, ngā āheinga rānei.", "problem_desc_2": "Ka whakatika a Tractatus i tēnei mā te whakatinanatanga hanganga: ka whakahaerehia te whakahaere i roto i tētahi tukanga motuhake kāore e taea e te AI te uru, te whakarerekē, te karo rānei.", "flow_title": "Rauemi rere whakahaere o te PreToolUse Hook", "flow_desc": "I mua i te whakatika kōnae, i te tuhi rānei, i te whakahaere rānei i tētahi whakahau bash, ka mau te hook i te mahi, ā, ka whakahaere i ngā whakamātautau whakau. Mēnā ka angitu ngā whakamātautau katoa (waehere putanga 0), ka haere tonu te mahi AI.", "flow_alt": "Hook Architecture: rerenga hopu PreToolUse e whakaatu ana i te whakamana me ngā poraka mārō", "examples_title": "Ngā Tūturu Tauira Whakatinana", "example_1_icon": "Kāore e whakaaetia", "example_1_title": "Tiaki URL GitHub (inst_084)", "example_1_desc": "I ngana a AI ki te huri i te URL o te putunga GitHub mai i tractatus-framework (tūmatanui) ki tractatus (tūmataiti).", "example_1_blocked": "Kua aukatia:", "example_1_reason": "Kua kitea he whakarerekētanga ki te URL o te putunga", "example_1_detail": "Take: Ka whakaatu i te hanganga o te putunga tūmataiti", "example_1_hook": "Hook: validate-file-edit.js rārangi 448–505", "example_2_icon": "Kāore e whakaaetia", "example_2_title": "Whakawhē o CSP (inst_008)", "example_2_desc": "I ngana a AI ki te tāpiri i tētahi āhuatanga āhua-roto ki tētahi wāhanga HTML.", "example_2_blocked": "Kua aukatia:", "example_2_reason": "Kua kitea te āhua inline", "example_2_pattern": "Tauira:", "example_2_hook": "Hook: validate-file-write.js rārangi 68–149", "example_3_icon": "Kāore e whakaaetia", "example_3_title": "Tiaki Kōnae Whakahaere (inst_027)", "example_3_desc": "I whakamātau a AI ki te whakatika tika i te instruction-history.json.", "example_3_blocked": "Kua aukatia:", "example_3_reason": "inst_027 poraka mārō", "example_3_use": "Whakamahia: scripts/add-instruction.js hei utu", "example_3_hook": "Hook: framework-audit-hook.js rārangi 204–209", "example_4_icon": "Ata whakatūpato", "example_4_title": "E hiahiatia ana te whakaaetanga a te tangata (BoundaryEnforcer)", "example_4_desc": "Ka pā te mahi AI ki tētahi kōnae e pā ana ki ngā uara (kaupapahere tūmataiti).", "example_4_status": "Pātai ki te tangata:", "example_4_reason": "Kua kitea te whakatau uara", "example_4_requires": "E hiahiatia ana: Whakaaetanga mārama a te tangata", "example_4_hook": "Hook: validate-file-write.js rārangi 239–262", "tech_impl_title": "Whakatinanatanga Hangarau", "process_sep_icon": "Haumaru", "process_sep_title": "Wehewehe tukanga", "process_sep_desc": "Ka whakahaerehia ngā hooks i roto i tētahi tukanga Node.js motuhake (child_process.spawn) me tō rātou ake wāhi mahara. Kāore e taea e te māngai AI te uru, te whakarerekē, te whakamutu rānei i te tukanga whakamana.", "exit_code_icon": "Wāhanga", "exit_code_title": "Te Whakatinanatanga o te Waehere Putanga", "exit_code_desc": "Ka whakahoki mai ngā kaiwhakamana hook i ngā waehere putanga e whakamanahia ana e te hanganga o Claude Code:", "exit_code_0": "0 = Pāhi → Ka whakahaere te taputapu", "exit_code_2": "2 = HARD BLOCK → Kua mutu te whakahaere taputapu, kua whakaaturia te hapa ki te kaiwhakamahi", "audit_icon": "Tauanga", "audit_title": "Ara Arotake", "audit_desc": "Ka tuhia ia whakahaere hook ki .claude/metrics/hooks-metrics.json me te tohu wā, te kōnae, te hua, me te take. Ka aroturukihia ngā poraka motuhake mō te tātaritanga.", "why_matters_title": "He aha te hiranga o te whakatinanatanga o ngā paerewa hoahoanga", "why_matters_desc": "Koinei te rerekētanga matua i waenga i te Tractatus me ngā huarahi tuku iho mō te haumaru AI:", "voluntary_title": "❌ Te Whakatutuki Tūao", "voluntary_1": "Ka \"whiriwhiri\" te AI kia whai i ngā ture.", "voluntary_2": "Ka taea te rere i raro i te pēhanga horopaki", "voluntary_3": "Ka taea e te tautuhi tauira te whakakapi i ngā tohutohu.", "voluntary_4": "Kāore he whakamana i mua i te whakatinana", "architectural_title": "✓ Whakatinanatanga Hoahoanga", "architectural_1": "Ka hopukina e Hook ngā whakamutu i mua i te whakatinanatanga", "architectural_2": "Huringa motuhake, kāore e taea te uru", "architectural_3": "Ngā waehere putanga e whakatinanahia ana e te wā whakahaere", "architectural_4": "Aroturuki arotake o ngā whakataunga katoa" }, "deployment": { "heading": "Hoahoa Whakaurunga", "tech_stack_title": "Rārangi Hangarau", "runtime": "Te roa o te whakahaere:", "runtime_value": "Node.js putanga 20 neke atu", "database": "Pūwhata raraunga:", "database_value": "MongoDB 7.0 me ngā putanga e whai ake nei", "framework": "Anga:", "framework_value": "Whakaputa.js", "process": "Tukanga:", "process_value": "Systemd (e tūtohutia ana)", "guide_title": "Whakaurunga Whakaputa", "guide_desc": "Aratohu whakaurunga whānui e kapi ana i te whakawhanaketanga ā-rohe, te whirihoranga tūmau whakaputa, te whakamahinga ipu Docker, ngā tauira whakaurunga kapua (AWS, GCP, Kubernetes), te whakahaere pātengi raraunga, te aroturuki, me ngā tikanga pai rawa mō te haumaru.", "covered_title": "📦 Kua kapi i te aratohu:", "covered_1": "Whakaritenga whanaketanga ā-rohe", "covered_2": "Whirihoranga tūmau whakaputa", "covered_3": "Docker me Docker Compose", "covered_4": "Whakaurunga kapua (AWS/GCP)", "also_title": "🔧 Kei roto anō:", "also_1": "Ngā whakaaturanga o Kubernetes", "also_2": "Kape haumaru me te whakawhiti raraunga", "also_3": "Whirihoranga SSL/TLS", "also_4": "Te aroturuki me te rēhita", "download_guide": "Tikiake i te Aratohu Whakaurunga (PDF)" }, "services": { "heading": "Ngā Ratonga Matua", "service_1_name": "Kaitiaki Rohe", "service_1_desc": "Ka whakatinana i te Tractatus 12.1–12.7: Kāore e taea e te AI te whakatau uara me te kore whakaaetanga a te tangata.", "service_1_boundaries": "Ngā rohe:", "service_1_boundary_1": "NGĀ UARU (12.1) - Tikanga, tūmataitinga, mātāpono", "service_1_boundary_2": "Auahatanga (12.2) - Ngā whakataunga hoahoanga", "service_1_boundary_3": "WISDOM (12.3) - Whakataunga rautaki", "service_1_boundary_4": "TĪPONGA (12.4) - Whakamārama i te whāinga", "service_2_name": "Akoranga Manawaroa Kaiwhakarōpū", "service_2_desc": "Ka whakarōpūhia ngā tohutohu e ai ki ngā wāhanga e whā (Rautaki/Whakahaere/Tautika/Pūnaha) me te taumata manawanui (Teitei/Waenga/Iho).", "service_2_classification": "Whakarōpūtanga:", "service_2_class_1": "Wāhanga (Rautaki/Whakahaere/Tautika/Pūnaha)", "service_2_class_2": "Te manawanui (teitei/waenga/iti)", "service_2_class_3": "Rohe wā (kaupapa/wāhanga mahi/mahi)", "service_2_class_4": "Tauanga mārama (0.0–1.0)", "service_3_name": "Kaitātari Whakataurite", "service_3_desc": "E whakamana ana i ngā mahi AI ki ngā tohutohu kua penapenahia, kia kore ai e whakakapi i ngā tautuhi tauira.", "service_3_validation": "Whakamana:", "service_3_val_1": "Ka tirotiro i ngā mahi e hāngai ana ki ngā tohutohu manawaroa teitei", "service_3_val_2": "Ka kitea ngā taupatupatu (tātaitanga vs tohutohu mārama)", "service_3_val_3": "Ka whakarato i ngā tawhā tika ina whakakahoretia", "service_4_name": "Te Kaiwhakahaere Pēhanga Horopaki", "service_4_desc": "E aroturuki ana i te whakamahinga o ngā tohu me te pēhanga horopaki, ā, ka whakaoho i ngā kawa haumaru i ngā taumata.", "service_4_levels": "Ngā taumata pēhanga:", "service_4_level_1": "NOA (0–50%) – Mahi katoa", "service_4_level_2": "Kua piki (50–75%) – Whakapiki i te whakamana", "service_4_level_3": "Teitei (75–90%) – Whakaiti i te matatini", "service_4_level_4": "TAUHOKOHOKO (90%+) - Tūtohu kia tukuna atu", "service_5_name": "Kaitātari Whakaaroaro", "service_5_desc": "Ka whakamana i te whakaaro mō ngā mahi me te māia, ā, me whakau i ngā mahi e iti ana te māia.", "service_5_verification": "Whakamana:", "service_5_ver_1": "Tauwhāinga māia (0.0–1.0)", "service_5_ver_2": "Aratau kōwhiri (mō te manawanui teitei anake)", "service_5_ver_3": "Me whakau mēnā kei raro iho i te 0.7 te māia.", "service_6_name": "Kaiwhakahaere Whiriwhiringa Maha", "service_6_desc": "E whakahaere ana i ngā whakawhitiwhiti kōrero a ngā kaiwhai pānga maha, kia mau tonu te kanorau uara i roto i ngā whakataunga.", "service_6_features": "Ngā āhuatanga:", "service_6_feature_1": "Te aro turuki i ngā tirohanga a ngā kaiwhai pānga", "service_6_feature_2": "Te kitenga i ngā pakaru uara", "service_6_feature_3": "Whakahaere wānanga whiriwhiringa", "service_6_feature_4": "Rokiroki tūtohu", "source_code_label": "📁 Waehere puna", "source_code_desc": "Kei te wātea ngā tauira waehere me ngā tauira i te putunga GitHub." }, "api": { "heading": "Tautuhi API", "boundary_method": "BoundaryEnforcer.tātari rohe()", "boundary_keywords": "Ngā kupu matua i kitea:", "boundary_keywords_list": "uara, mātāpono, tikanga, matatika, me, me tika, tika, hē, tūmataitinga, kaupapa here, whakawhitiwhiti painga, me ētahi atu", "classifier_method": "TohutohuWhakawāhangaManawanui.whakawāhanga()", "classifier_quadrants": "Ngā wāhanga e whā:", "classifier_quadrants_list": "Rautaki, Whakahaere, Tautika, Pūnaha, Rokiroki", "classifier_persistence": "Te manawanui:", "classifier_persistence_desc": "Teitei (ka whakakapi i ngā mea katoa), Waenga (mō te wāhanga wānanga), Iti (ka taea te whakakapi)", "validator_method": "Whakamana Whakawhiti Tautohu. Whakamana()", "monitor_method": "Te Moni āhuatanga pēhanga. Tātaritia te pēhanga" }, "examples": { "heading": "Ngā Tauira Whakaurunga", "express_title": "Whakaurunga Taputapu Waenga Whakapuaki", "validation_title": "Whakamana Whakahau", "mongodb_title": "Ngā Tauira Raraunga o MongoDB", "governance_rule": "Ture Whakahaere", "audit_log": "Rēhita Arotake" }, "patterns": { "heading": "Ngā Tauira Whakaurunga", "intro": "Ngā tauira hanganga whare noa mō te whakauru i te Tractatus ki ngā pūnaha o nāianei.", "middleware_title": "Whakaurunga pūmanawa waenga", "middleware_desc": "Whakauruhia ngā whakamātautau whakahaere hei papatono waenga i tō ara tono. He hāngai mō ngā pūnaha AI e hāngai ana ki te API.", "middleware_usecase": "Tāu Whakamahinga:", "middleware_usecase_value": "Ngā REST API, ngā taupānga Express.js", "event_title": "Whakahaere ā-Aitua", "event_desc": "Whakahohe i ngā aromatawai whakahaere mā ngā kaupapa. He hāngai mō ngā rerenga mahi asynchronous me ngā ratonga iti.", "event_usecase": "Tāurutau Whakamahinga:", "event_usecase_value": "Rārangi karere, pahi kaupapa, tukatuka kore-waenganui", "hook_title": "Ngā tūhono i mua, i muri rānei o te mahi", "hook_desc": "Whakamana i ngā mahi i mua, i muri hoki i te whakatinana. Tātai whakaputanga o nāianei mō Claude Code.", "hook_usecase": "Tāurutau Whakamahinga:", "hook_usecase_value": "Te whakamahinga taputapu LLM, ngā māngai aunoa", "sidecar_title": "Ratonga Whakahaere Sidecar", "sidecar_desc": "Whakatinana i te whakahaere hei ratonga motuhake. He hāngai mō ngā taiao maha-LLM, maha-ā-reo rānei.", "sidecar_usecase": "Tāurutau Whakamahinga:", "sidecar_usecase_value": "Kubernetes, ngā whakarewatanga ipu" }, "village_ai_arch": { "heading": "AI ā-Kāinga: Hanganga Rangatira Rua-Mōdela", "intro": "Te whakarewatanga whakaputa o te whakahaere Tractatus ki runga i ngā tauira puna tuwhera kua whakangungua ā-rohe, e whakaatu ana i te kawe o te anga whakamahi ki tua atu o Claude.", "arch_title": "Hoahoanga Whakahaere Ara Tauira Rua", "arch_intro": "Ka whakamahi te Village AI i tētahi hoahoa tauira takirua, ā, ka tohaina ngā pātai i runga i te matatini me ngā whakaritenga whakahaere. Ka whakahaerehia ngā tauira e rua i te rohe, me te whakahaere katoa a Tractatus i roto i te putorino whakatau.", "fast_title": "Mōdela Tere: Llama 3.2 3B", "fast_1": "Tikanga: Ngā pātai noa me te whakahaere kua tātarihia i mua", "fast_2": "Whakapainga āta: QLoRA ki ngā raraunga motuhake mō te rohe", "fast_3": "Whakahaere: Tātari rohe māmā i mua i te whakautu", "deep_title": "Mōdēra Hōhonu: Llama 3.1 8B", "deep_1": "Tikanga: Whakaaro matatini me te ara whakahaere katoa", "deep_2": "Whakapainga āta: QLoRA me te whakahaere horopaki whānui", "deep_3": "Whakahaere: Paipa ratonga e ono katoa (mai i BoundaryEnforcer tae noa ki PDO)", "routing_title": "Arorau Whakatere Tauira", "impl_title": "Ngā taipitopito whakatinana", "stat_sovereignty": "100% ā-rohe", "stat_sovereignty_desc": "Kāore ngā raraunga whakangungu e wehe i te hanganga.", "stat_governance": "6 Ratonga", "stat_governance_desc": "Whakahaere Tractatus katoa i roto i te paipa whakapae", "stat_first": "Tuatahi Kāore i a Claude", "stat_first_desc": "E whakau ana i te kawea o Tractatus ki tua atu o Anthropic", "status_note": "Tūnga: Kei te whakahaere te whakahaere whakapae. Kei te whakatinanahia te whakaurunga o te ara whakangungu rangatira. E whakamana ana te whakarewatanga whakaputa i Village Home Trust i te kawea o te whakahaere puta noa i ngā hanganga tauira.", "cta": "Ngā taipitopito o te hanganga Village AI →" }, "steering_impl": { "heading": "Ngā Āhua Arataki: Whakatikatika i te Whakapae i te Wā Whakamātau", "intro": "Ngā tikanga hei whakatika i te whanonga o te tauira i te wā whakatau, me te kore whakahou whakangungu, e hāngai ana ki ngā tauira kua whakangungua mā QLoRA, pērā i ēnei e whakamahia ana i roto i te AI o te kāinga.", "paper_ref": "Tautuhinga:", "paper_title": "Ngā Wēra Whakahaere me te Whakawhē Mekanika i roto i ngā Pūnaha AI Rangatira (STO-RES-0009 v1.1, Hui-tanguru 2026)", "techniques_title": "Ngā Tikanga Matua mō ngā Kaiwhakatinana", "caa_title": "Te Tāpiritanga Whakahohe Whakatairite", "caa_desc": "Tangohia ngā rerekētanga whakahohe i waenga i ngā whakahau e whakataetae ana, katahi ka tāpirihia ngā veka kua whakatauritea i te wā whakamātau kia ārahi i te whanonga o te tauira ki ngā āhuatanga e hiahiatia ana.", "repe_title": "Pūhanga Whakaaturanga (RepE)", "repe_desc": "Tautuhia, ā, whakahaerehia ngā whakaaturanga ā-roto o ngā ariā (pono, haumaru, tika) mā te uiui hohonu me te whakarerekē aronga o ngā whakahohe tauira.", "fairsteer_title": "He Pono te Arataki", "fairsteer_desc": "Tautuhia ngā paparanga e tino pāngia ana e te hē mā te whakamātautau i ngā kaiwhakawā, katahi ka whakatinanahia ngā whakatikatika whāinga ki ēnei paparanga motuhake, kaua ki te whakatika whānui.", "dso_title": "Te Whakapai Tere Tūturu (DSO)", "dso_desc": "Whakapaihia ngā wēra whakatere mā te whakamahi i ngā kohinga raraunga manakohanga (āhua DPO), kia taea ai te whakatika hē kāore e hiahiatia he whakangungu, ā, ka ako mā ngā raraunga manakohanga a te tangata.", "key_distinction": "Tohu Matua: Ka wehewehea e te pepa te hē ā-mīhini (i mua i te whakaaro, kua whakaurua ki ngā taumaha o te tauira — ka taea te whakatika mā ngā aronga whakahaere) me te hē whakaaro (e puta ana i te whakatau, ka ara ake i te wā e whakawhānuitia ana ngā hua — e hiahiatia ana he anga whakahaere pērā i te Tractatus).", "research_link": "Ngā taipitopito rangahau katoa →", "paper_link": "Pānuihia te pepa (HTML)" }, "taonga_registry": { "heading": "Rēhita Taonga: Ngā Tūemi Raraunga e Whakahaerehia ana mō te Rangatiratanga o ngā Iwi Taketake", "intro": "Ngā tauira hanganga hei whakahaere i ngā pākete arataki me ngā whirihoranga tauira hei tūemi raraunga whakahaere, me te whai i te takenga mai me te uru e whakahaerehia ana e te hapori.", "status_title": "Hoahoa Arorau — I te Arotake a ō Hoa Mahi", "status_text": "I runga i te tuhi tuarua STO-RES-0010 v0.1, e arotakea ana e ngā hoa taketake i tēnei wā. I tuhia me te kore hoa kaituhi Māori — hei tīmatanga mō te mahi ngātahi. Ehara i te mea e rite ana mō te whakatinanatanga whakaputa.", "concepts_title": "Ngā ariā matua o te hoahoanga", "packs_title": "Ngā pākete whakahaere hei tūemi e whakahaerehia ana", "packs_desc": "Ka whakahaeretia ngā whirihoranga tauira, ngā raraunga whakatikatika, me ngā aronga whakatere hei taonga, me te whai i te takenga mai katoa, te whakahaere uru, me ngā whakaritenga whakaaetanga ā-hapori.", "provenance_title": "Takenga me ngā Tika Whakahoki", "provenance_desc": "Ka whai a ia tūemi raraunga i tōna whakapapa katoa. Ka mau tonu te mana o ngā hapori ki te tango i ā rātou raraunga me ā rātou whirihoranga, ā, ka whakatinanahia ā-hanganga kia horapa te tango.", "polycentric_title": "Whakaurunga Whakahaere-ā-Pūnaha-Maha", "polycentric_desc": "Ka whakawhānui i te PluralisticDeliberationOrchestrator kia whai mana taurite ai ngā iwi me ngā hapori hei mana whakahaere. Hei uru ki ngā whakataunga, me whai whakaaetanga ā-tini.", "care_title": "Te Whakatinanatanga o ngā Mātāpono o CARE", "care_desc": "Ka whakatinanahia ā-hanganga te painga ā-rōpū, te mana whakahaere, te haepapa, me ngā tikanga matatika mō te whakahaere raraunga taketake i roto i te anga Tractatus.", "research_link": "Horopaki Rangahau →", "paper_link": "Pānuitia te tuhinga tuhi (HTML)" }, "roadmap": { "heading": "Mahere Whanaketanga me te Mahi Ngātahi", "intro": "Ko Tractatus he anga rangahau kaha. Ka pōwhiri mātou i te mahi ngātahi ki ngā wāhanga whakawhanaketanga matua.", "priority_title": "🚀 Ngā wāhi matua mō te whakawhanaketanga", "priority_desc": "Ko ēnei kaupapa he huarahi whai pānga nui hei whakapakari i te anga. E akiakihia ana ngā kaiwhakarato hangarau, ngā kairangahau, me ngā whakahaere kia whai wāhi.", "multi_llm_icon": "Roboti", "multi_llm_title": "Tautoko maha-LLM", "multi_llm_badge": "Te Whakarewatanga Tuatahi Ora", "multi_llm_status": "Tūnga: Kua whakahohea te tukunga tuatahi ki waho o Claude", "multi_llm_desc": "Ka whakatinana a Village AI i te whakahaere Tractatus ki runga i te Llama 3.1 8B me te Llama 3.2 3B mā te whakatikatika QLoRA — koinei te tuatahi kua whakamana hei whakatinanatanga kāore i te whakamahi i a Claude. Ka whakawhānuihia te kawe o te whakahaere ki ngā tauira puna tuwhera me te paipa ratonga e ono katoa.", "multi_llm_challenges": "Ngā hikoinga e whai ake nei:", "multi_llm_challenges_desc": "Ngā kaitāuta GPT-4 me Gemini, te karanga taputapu/mahi motuhake a ia kaiwhakarato, te whakaoti i te ara whakangungu rangatira", "bindings_icon": "Pukapuka", "bindings_title": "Ngā here reo", "bindings_status": "Tūnga: Painga ā-Hapori", "bindings_desc": "Ngā whakatinanatanga o Python, Go, me Rust hei tautoko i ngā hapori kaiwhakawhanake whānui. He kawe te arorau matua; he ao-whānui te whakaurunga o MongoDB.", "bindings_value": "Uara:", "bindings_value_desc": "Whakahohe i ngā pūnaha AI maha-reo, ngā taupānga tino hira mō te mahinga (Rust), ngā rerenga mahi pūtaiao raraunga (Python)", "cloud_icon": "Kapua", "cloud_title": "Whakaurunga Taketake Kapua", "cloud_status": "Tūnga: E hiahiatia ana ngā hanganga tauira", "cloud_desc": "Ngā mahere Terraform/Helm mō AWS, Azure, GCP. Kei roto he MongoDB whakahaere (Atlas), te whakawhānui aunoa, me te whakaurunga aroturuki.", "cloud_deliverables": "Ngā hua hei tuku:", "cloud_deliverables_desc": "Tohutoro ki ngā tauira IaC, ngā aratohu whakapai utu, me te rārangi tirotiro whakakaha haumaru", "integrations_icon": "hononga", "integrations_title": "Whakaurunga anga AI", "integrations_status": "Tūnga: Arorau", "integrations_desc": "Ngā kaitāuta mō LangChain, Semantic Kernel, AutoGPT, me CrewAI. Whakahohe i te whakahaere mō ngā anga māngai e tū ana.", "integrations_approach": "Huarahi:", "integrations_approach_desc": "Hoahoa mono-āputa/middleware e kapi ana i ngā mahi a te kaiuru me ngā aromatawai whakahaere", "performance_icon": "⚡", "performance_title": "Te mahinga ā-umanga-whānui", "performance_status": "Tūnga: Me whakamana", "performance_desc": "Whakapaihia mō ngā kaiārahi AI e neke atu ana i te 1000 e mahi ngātahi ana. E hiahiatia ana ngā rautaki penapena raraunga, te whakahiato ture, me te rēhita arotake tohatoha.", "performance_target": "Whāinga ine:", "performance_target_desc": "He iti iho i te 5ms te utu whakahaere mō ia whakatau, 99.9% te wā e mahi ana, te whakawhānuitanga ā-whānui", "extended_icon": "Tārewa", "extended_title": "Ngā Ratonga Whakahaere Whānui", "extended_status": "Tūnga: Rangahau", "extended_desc": "Te aroturuki utu, te here tere, te kitenga PII, te ārai i ngā whakahau whakahē. Ngā ratonga motuhake mō ngā rāngai e whakahaerehia ana.", "extended_examples": "Ngā tauira:", "extended_examples_desc": "Ratonga Whaiwhakaaetanga Pūtea, Ratonga Tūmataitinga Hauora, Kaiwhakatinana Tahua Utu", "training_title": "Te Ara Whakangungu Rangatira", "training_status": "Tūnga: Kei te haere tonu", "training_desc": "Whakahaere i roto i te porowhita whakangungu mō ngā tauira e whakahaerehia ana e te hapori. Ka whakawhānui i te Tractatus mai i te whakahaere i te wā whakatau ki te whakahaere i te wā whakangungu, kia mau tonu ai te rangatiratanga raraunga mai i te whakatikatika taipitopito tae noa ki te whakarewatanga.", "training_deliverables": "Ngā hua hei tuku:", "training_deliverables_desc": "Whakangungu QLoRA me ngā here whakahaere, te whai i te takenga mai o ngā raraunga, me te ara whakaaetanga ā-hapori", "taonga_title": "Rēhita Raraunga Taonga", "taonga_status": "Tūnga: Arorau / Kei te arotakenga e ō hoa", "taonga_desc": "Ngā tūemi raraunga whakahaerehia me te whai takenga mai, ngā mana tango, me te whakahaere hapori maha-pū. Ka whakawhānui i te PluralisticDeliberationOrchestrator mō te rangatiratanga raraunga taketake.", "taonga_reference": "Tautuhinga:", "taonga_reference_desc": "STO-RES-0010 v0.1 WHAKARITENGA — kei te arotake a ngā hoa taketake", "involved_title": "Whai wāhi mai", "involved_desc": "Ko Tractatus he rangahau kua raihanatia i raro i te raihana Apache 2.0. Ka powhiri mātou i ngā koha, ngā whakatinanatanga whakamātautau, me ngā hononga rangahau mahi ngātahi.", "contributors_title": "👨‍💻 Ngā Kaiāwhina Hangarau", "contributors_desc": "Whakauruhia ngā āhuatanga, whakatikahia ngā pepeke, whakapai ake i ngā tuhinga", "contributors_link": "→ Aratohu Tāpiri", "research_title": "🔬 Ngā Hoa Rangahau", "research_desc": "Ngā rangahau whakamana, ngā mahi ngātahi ā-ākoranga, ngā rangahau take", "research_email": "→ research@agenticgovernance.digital", "pilots_title": "🏢 Ngā Whakamātautau a te Rōpū", "pilots_desc": "Ngā whakaurunga whakaputa, ngā whakaritenga pakihi, ngā porowhita urupare", "pilots_link": "→ Tuku rangahau take", "why_collab": "He aha ai me mahi ngātahi?", "why_collab_desc": "Ka aro a Tractatus ki ngā āputa tūturu o te haumaru AI. Ko ngā kaiwhakamahi tuatahi e ārahi ana i te whanaketanga o te anga, ā, ka whiwhi mātau ki te whakahaere hanganga o te AI—he pūkenga motuhake i te wā e pakeke ana ngā whakaritenga ture." }, "resources": { "heading": "Rauemi", "docs_title": "Tuhipoka", "docs_github": "→ Pātaka GitHub", "docs_full": "→ Ngā Tuhinga Katoa", "docs_demos": "→ Whakaaturanga Ora", "docs_glossary": "Rārangi Kupu Whakamārama", "docs_glossary_de": "Rārangi kupu me ngā whakamārama (Tiamana)", "docs_glossary_fr": "Rārangi Kupu Whakamārama (Wīwī)", "reference_title": "Whakatinanatanga Tautuhinga", "reference_desc": "Kei te whakahaere tēnei paetukutuku (agenticgovernance.digital) i runga i te whakahaere a Tractatus.", "reference_services": "Ngā ratonga:", "reference_services_value": "22 wāhanga whakahaere", "reference_models": "Ngā Tauira Raraunga:", "reference_models_value": "29 ngā hoahoa raraunga MongoDB", "reference_tests": "Uhi whakamātautau:", "reference_tests_value": "35 huinga whakamātautau", "reference_repo": "→ Pātaka Mahi Ngātahi", "support_title": "Tautoko", "support_desc": "He pātai mō te whakatinana, mō te whakaurunga rānei?", "support_issues": "→ Ngā take GitHub", "support_discussions": "→ Ngā Kōrerorero GitHub", "support_email": "→ research@agenticgovernance.digital", "support_faq": "→ Ngā Pātai Auau" }, "share_cta": { "heading": "Āwhina mai ki te tae atu ki ngā tāngata tika.", "description": "Mēnā e mōhio ana koe ki ngā kairangahau, ngā kaiwhakatinana, ngā kaiārahi rānei e hiahia ana ki ngā rongoā whakahaere hanganga mō te AI, tukuna tēnei ki a rātou.", "copy_link": "Kape hononga", "email": "Īmēra", "linkedin": "HonongaNgāio" } }