{"id":3053,"date":"2026-07-01T15:47:39","date_gmt":"2026-07-01T12:47:39","guid":{"rendered":"https:\/\/shareai.now\/?p=3053"},"modified":"2026-07-01T15:47:39","modified_gmt":"2026-07-01T12:47:39","slug":"kimi-k2-7-lambar-wakilan-lamba","status":"publish","type":"post","link":"https:\/\/shareai.now\/ha\/blog\/masu-ha%c9%93akawa\/kimi-k2-7-lambar-wakilan-lamba\/","title":{"rendered":"Kimi K2.7 Lambar: Yadda Ake Kimanta Shi Don Wakilan Lamba"},"content":{"rendered":"<p>Kimi K2.7 Code irin nau'in sakin samfur ne da \u0199ungiyoyin wakilan lamba ya kamata su lura da shi, amma ba su \u0257auka ba tare da tunani ba.<\/p>\n\n\n\n<p>Moonshot AI yana tsara samfurin a kusa da lambar wakilci, aiki mai tsawo, da tunani mai inganci. Ikirarin babban jigo yana da amfani: kusan 30% \u0199ananan alamu na tunani fiye da Kimi K2.6, yayin da yake inganta sakamakon gwajin lamba da wakilci da dama. Ga \u0199ungiyoyin da ke gudanar da wakilan lamba na AI, wannan ya fi ban sha'awa fiye da canjin farashin alamu na yau da kullum saboda wakilai ba kawai suna amsa sau \u0257aya ba. Suna shirya, kira kayan aiki, bincika fayiloli, sake gwadawa, ci gaba da yanayin, kuma wani lokacin suna kashe ku\u0257i mai yawa tunani kafin su samar da bambanci mai amfani.<\/p>\n\n\n\n<p>Tambayar da ta dace ba ita ce \u201cshin Kimi K2.7 Code ya doke kowane samfurin gaba?\u201d Ba lallai ba ne. Tambayar da ta fi dacewa ita ce ko zai iya rage farashin kowane aikin lamba da aka kammala a cikin hanyoyin aiki inda samfurori masu nauyi na bu\u0257e, tsawon yanayin, da amfani da kayan aikin MCP mai nauyi ke da mahimmanci.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Menene Kimi K2.7 Code<\/h2>\n\n\n\n<p><a href=\"https:\/\/huggingface.co\/moonshotai\/Kimi-K2.7-Code?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kimi-k2-7-code-coding-agents\">Katin samfurin Moonshot AI<\/a> yana bayyana Kimi K2.7 Code a matsayin samfurin wakilci mai mayar da hankali kan lamba wanda aka gina akan Kimi K2.6. Tsarin da aka jera shine samfurin Mixture-of-Experts tare da jimlar sigogi 1T, sigogi 32B masu aiki kowane alamu, \u0199wararru 384, taga yanayin 256K, da MoonViT mai fassarar hangen nesa don shigarwar hoto da bidiyo.<\/p>\n\n\n\n<p>Katin samfurin yana bayar da rahoton ci gaba akan Kimi K2.6 akan Kimi Code Bench v2, Program Bench, MLS Bench Lite, MCP Atlas, MCPMark-Verified, da Kimi Claw 24\/7 Bench. Hakanan yana bayar da rahoton maki 81.1 akan MCPMark-Verified, idan aka kwatanta da 76.4 na Claude Opus 4.8 da 92.9 na GPT-5.5 \u0199ar\u0199ashin saitin gwajin katin samfurin.<\/p>\n\n\n\n<p><a href=\"https:\/\/developers.cloudflare.com\/changelog\/post\/2026-06-12-kimi-k2-7-code-workers-ai\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kimi-k2-7-code-coding-agents\">Changelog na Cloudflare\u2019s Workers AI<\/a> Hakanan yana bayyana Kimi K2.7 Code a matsayin samfurin K2-family da aka inganta don lamba tare da taga yanayin alamu 262.1K, ingantaccen aikin lamba da wakilai, shigarwar hangen nesa, kira kayan aiki mai juyawa da yawa, fitarwa mai tsari, da kusan 30% \u0199ananan alamu na tunani fiye da K2.6.<\/p>\n\n\n\n<p>Wa\u0257annan bayanan suna sanya shi samfurin mai tsanani don gwadawa. Ba sa cire bu\u0199atar kimantawa na gida. Wasu daga cikin lambobin da suka fi muhimmanci sun fito ne daga mai siyar da samfurin, kuma aikin wakilan lamba yana bambanta sosai ta hanyar ma'ajiyar bayanai, sarkar kayan aiki, salon tambaya, da yadda wakilin ke sarrafa \u0199o\u0199arin da suka gaza.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Me yasa ikirarin ingancin alamu ke da mahimmanci<\/h2>\n\n\n\n<p>Wakilan lamba suna canza tattalin arzikin fahimta.<\/p>\n\n\n\n<p>A cikin al'adar aikin tattaunawa na yau da kullum, samfurin yana samar da amsa kuma mutum yana karanta shi. A cikin aikin wakilin, samfurin na iya gudana sau da yawa kafin mutum ya ga wani abu. Zai iya bincika fayiloli, bayar da shawarwarin gyara, gudanar da gwaje-gwaje, karanta bayanai, kira kayan aikin MCP, sake gwadawa umarni mai gaza, sannan ya \u0257auki dukkan al'amuran zuwa juyawa na gaba.<\/p>\n\n\n\n<p>Wannan yana nufin tunani mai yawa ba kawai farashin fitarwa ba ne. Zai iya zama farashin shigarwa na gaba ma. Idan wakilin lamba ya samar da dogayen jerin tunani a farkon aikin, juyawa na gaba na iya ci gaba da \u0257aukar wannan yanayin gaba. Samfurin da ya kai amsa mai kyau tare da \u0199ananan alamu na tunani na iya rage kashe ku\u0257i, jinkiri, da matsin yanayin a duk aikin.<\/p>\n\n\n\n<p>Wannan shine dalilin da ya sa ake bu\u0199atar gwada ikirarin rage alamu na tunani 30% kai tsaye. Kada ku kwatanta farashin kowane miliyan alamu kawai. Kwatanta farashin kowane aikin lamba da aka kammala.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Inda Kimi K2.7 Code ya dace a gwada farko<\/h2>\n\n\n\n<p>Kimi K2.7 Code ya fi ban sha'awa don aiki da ya yi kama da madauki na coding-agent, ba kawai tambayar chatbot mai sau\u0199i ba.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Gyaran fayiloli da yawa inda samfurin dole ne ya bincika repo, ya canza fayiloli da yawa, kuma ya kiyaye daidaiton tsarin gine-gine.<\/li>\n<li>Ayyukan tantance kurakurai inda samfurin ke karanta log, yana bin gwaje-gwajen da suka kasa, kuma yana ba da shawarar gyara.<\/li>\n<li>Wakilan gyaran CI da ke maimaita gyara lambar kuma suna sake gudanar da umarnin gwaji da aka nufa.<\/li>\n<li>Ayyukan MCP masu nauyi inda wakilin ke kira kayan aiki kamar GitHub, filesystem, database, ko kayan aikin sarrafa burauza.<\/li>\n<li>Binciken lambar mai tsawo inda samfurin ke bu\u0199atar kiyaye al'adun aikin da fayilolin da suka shafi a cikin \u0199wa\u0199walwa.<\/li>\n<li>Gyaran multimodal inda hotunan kariyar kwamfuta, log, da lamba suna cikin bincike \u0257aya.<\/li>\n<\/ul>\n\n\n\n<p>Ba za\u0253i ne mai \u0199arfi ba na farko don rubuce-rubuce na gama-gari, tallafin abokin ciniki, ta\u0199aitawa mai gajarta, ko nazarin tattaunawa. Matsayin katin samfurin Moonshot yana da ala\u0199a da coding, don haka \u0199ungiyoyi su gwada shi inda wannan \u0199warewar ke da mahimmanci.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Abin da za a auna kafin samarwa<\/h2>\n\n\n\n<p>Ma'auni suna da amfani don za\u0253ar abin da za a gwada. Bai kamata su zama shawarar samarwa da kansu ba.<\/p>\n\n\n\n<p>Kafin tura ainihin zirga-zirgar coding-agent zuwa Kimi K2.7 Code, auna:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Adadin nasarar aiki: sau nawa samfurin ke samar da gyara wanda a zahiri ya wuce binciken da aka nufa.<\/li>\n<li>Ingancin bita: sau nawa injiniyoyi ke kar\u0253a, gyara, ko \u0199in canjin da aka samar.<\/li>\n<li>Amfani da token na tunani: ko ingancin da aka yi i\u0199irari yana bayyana a cikin nauyin aikin ku na kansa.<\/li>\n<li>Jinkirin-jinkirin jinkiri: ba kawai jinkirin farkon alama ba, amma lokaci zuwa wani yanki mai amfani.<\/li>\n<li>Daidaiton kira kayan aiki: ko samfurin yana kiran kayan aiki daidai tare da hujjoji daidai a lokacin da ya dace.<\/li>\n<li>Halin sake gwadawa: ko gazawa suna zama gyare-gyare masu sau\u0199i ko kuma zagaye masu tsada.<\/li>\n<li>Adadin dawowa: sau nawa tsarin ku ke bu\u0199atar matsar da aikin zuwa wani samfurin.<\/li>\n<li>Farashi ga kowane aikin da aka kammala: jimillar farashin samfurin na aikin da aka gama, ciki har da sake gwadawa.<\/li>\n<li>Iyakokin tsaro: ko wakilin yana mutunta iyakar repo, dokokin sirri, da matakan amincewa.<\/li>\n<li>Hadarin koma baya: ko canje-canjen da aka samar suna kiyaye gwaje-gwaje da al'adun aikin.<\/li>\n<\/ul>\n\n\n\n<p>Ga yawancin \u0199ungiyoyi, wanda zai yi nasara ba zai zama samfurin guda \u0257aya ba a duk aikin. Samfurin mai rahusa mai bu\u0257a\u0257\u0257en nauyi na iya zama mai \u0199arfi don binciken ma'ajiyar bayanai ko sauye-sauyen lambar da ake maimaitawa, yayin da samfurin gaba zai kasance mafi kyau don yanke shawarar tsarin da ba a bayyana ba. Yi la'akari da hanyar hanya a matsayin shawarar fayil.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Yadda \u0199ungiyoyin ShareAI ya kamata su yi tunani game da hanyar samfurin.<\/h2>\n\n\n\n<p>ShareAI an gina shi don \u0199ungiyoyin da suke son samun dama ga samfurori da yawa ta hanyar API \u0257aya, tare da hanyar aiki mai amfani da kuma madadin maimakon kullewa a samfurin guda \u0257aya. Wannan yana da mahimmanci ga hanyoyin aikin wakilin lamba saboda dacewar samfurin na iya canzawa ta nau'in aiki, repo, iyakar farashi, da bu\u0199atun amintuwa.<\/p>\n\n\n\n<p>Yi amfani da <a href=\"https:\/\/shareai.now\/models\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=kimi-k2-7-code-coding-agents\">kasuwar samfuran ShareAI<\/a> don kwatanta za\u0253u\u0253\u0253ukan samfurin, sannan gwada 'yan takara a cikin <a href=\"https:\/\/console.shareai.now\/chat\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kimi-k2-7-code-coding-agents\">Filin wasa<\/a> kafin ha\u0257a su cikin samarwa. Lokacin da kuka shirya ha\u0257awa, <a href=\"https:\/\/shareai.now\/docs\/api\/using-the-api\/getting-started-with-shareai-api\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=kimi-k2-7-code-coding-agents\">Tushen API na ShareAI<\/a> yana ba masu ha\u0253akawa wurin farawa don kiran samfurori daga aikace-aikace.<\/p>\n\n\n\n<p>Idan kai Mai Gina ne tare da aikace-aikacen da ke akwai, mabu\u0257in shine raba kimanta samfurin na ciki daga amfani da abokan ciniki. Ayyukan wakilin lamba na iya taimaka wa \u0199ungiyar ku jigilar kaya cikin sauri, amma zirga-zirgar abokan ciniki tana bu\u0199atar hanyar ta, farashi, da dabarun riba. <a href=\"https:\/\/console.shareai.now\/app\/builder\/?utm_source=shareai.now&amp;utm_medium=content&amp;utm_campaign=kimi-k2-7-code-coding-agents\">Console na Masu Gina<\/a> shine madaidaicin fuskar ShareAI don aikace-aikacen da ke hanyar fassarar \u0199arshen mai amfani ta ShareAI kuma suna bu\u0199atar bin diddigin ku\u0257in da ya dogara da amfani.<\/p>\n\n\n\n<p>Kada ka \u0257auki Kimi K2.7 Code a matsayin maye gurbin danna-ma\u0253alli \u0257aya don kowace hanyar aiki ta lambar kwamfuta. Ka \u0257auke shi a matsayin babban za\u0253i a cikin manufar hanya.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Jerin abubuwan duba samarwa<\/h2>\n\n\n\n<p>Kafin ka aika da zirga-zirgar wakilin lambar samarwa zuwa Kimi K2.7 Code, gudanar da wannan jerin abubuwan duba:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Za\u0253i ayyuka 20 zuwa 50 na gaske daga cikin ma'ajiyarka, ciki har da misalai masu sau\u0199i, matsakaici, da masu wahala.<\/li>\n<li>Gudanar da wa\u0257annan ayyukan iri \u0257aya akan samfurin tushe na yanzu da Kimi K2.7 Code.<\/li>\n<li>Auna ku\u0257in aikin da aka kammala, ba kawai farashin shigarwa da fitarwa na token ba.<\/li>\n<li>Bibiyar bu\u0199atun ja da aka kar\u0253a, bu\u0199atun ja da aka gyara, fitarwa da aka \u0199i, da ayyuka masu ha\u0257ari.<\/li>\n<li>Rubuta lokacin p50 da p95 zuwa gyaran da ya dace.<\/li>\n<li>Gwada kiran kayan aikin MCP tare da izini na gaske da yanayin gazawa na gaske.<\/li>\n<li>\u0198ara samfurin madadin don ayyukan da suka gaza ko masu ha\u0257ari sosai.<\/li>\n<li>Saita iyakar kasafin ku\u0257i don madaukai masu tsawon lokaci na wakili.<\/li>\n<li>Ci gaba da amincewar \u0257an adam don rubutun fayil, canje-canje na dogaro, hijira, da ayyukan samarwa.<\/li>\n<li>Duba sakamako ta aji na aiki kafin canza hanyar tsoho.<\/li>\n<\/ul>\n\n\n\n<p>Shawarar aiki tana da sau\u0199i: ci gaba da Kimi K2.7 Code inda yake inganta tattalin arzikin aikin da aka kammala, kuma ka nisanta daga gare shi inda wani samfurin ya fi dogara.<\/p>\n\n\n\n<p>Don sabuntawa na samfur da kasuwa cikin lokaci, duba <a href=\"https:\/\/shareai.now\/ha\/blog\/rukuni\/labarai\/?utm_source=blog&amp;utm_medium=content&amp;utm_campaign=kimi-k2-7-code-coding-agents\">Ajiyar labarai na ShareAI<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Tambayoyi akai-akai (FAQ).<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Menene Kimi K2.7 Code?<\/h3>\n\n\n\n<p>Kimi K2.7 Code wani samfurin wakili ne mai da hankali kan lamba daga Moonshot AI. Katin samfurinsa ya bayyana shi a matsayin samfurin da aka gina bisa Kimi K2.6 wanda aka daidaita don ayyukan injiniyan software masu tsawon lokaci, amfani da kayan aiki masu matakai da yawa, da kuma amfani da tunani-tokens cikin inganci.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Shin Kimi K2.7 Code yana da nauyin bu\u0257e?<\/h3>\n\n\n\n<p>Ee. Katin samfurin ya lissafa ma'ajiyar lamba da nauyin samfurin a \u0199ar\u0199ashin lasisin Modified MIT. Kungiyoyi ya kamata su duba lasisi, bu\u0199atun tura samfurin, da sharu\u0257\u0257an mai bayarwa kafin amfani da shi a cikin aikin kasuwanci.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Shin Kimi K2.7 Code yana maye gurbin Claude Opus ko GPT-5.5 don lamba?<\/h3>\n\n\n\n<p>Ba ta atomatik ba. Teburin katin samfurin ya nuna Kimi K2.7 Code a gaba Claude Opus 4.8 akan MCPMark-Verified a \u0199ar\u0199ashin saitin da aka bayar, amma a baya samfurori masu gaba a wasu layuka da yawa. Yi la'akari da shi a matsayin \u0257an takara don takamaiman ayyukan wakili na lamba, ba a matsayin maye gurbin duniya ba.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Me yasa 30% \u0199ananan tokens na tunani ke da mahimmanci?<\/h3>\n\n\n\n<p>Tokens na tunani na iya taruwa a cikin ayyukan wakili. Wakilin lamba na iya \u0257aukar tunanin da ya gabata zuwa matakai na gaba, don haka gajerun tunani na iya rage farashin fitarwa, farashin shigarwa na gaba, jinkiri, da matsin lamba na mahallin a cikin cikakken aiki.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Wa\u0257anne ayyuka ne suka dace da Kimi K2.7 Code?<\/h3>\n\n\n\n<p>Fara da ayyukan wakili na lamba masu tsawon lokaci: binciken ma'ajiyar lamba, gyaran fayiloli masu yawa, tantance kurakurai, gyaran madauki na CI, amfani da kayan aikin MCP, da nazarin tushe na lamba. Ka guji sanya shi a matsayin tsoho don rubuce-rubuce marasa ala\u0199a, tallafi, ko ayyukan tattaunawa na gama-gari har sai an gwada shi a wurin.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Me ya kamata kungiyoyi su auna kafin amfani da shi a cikin samarwa?<\/h3>\n\n\n\n<p>Auna yawan nasarar aiki, yawan kar\u0253ar injiniya, amfani da tokens na tunani, daidaiton kira kayan aiki, jinkiri, madauki na sake gwadawa, yawan komawa baya, da jimlar farashin kowane aikin da aka kammala. Sakamakon aikin gaba \u0257aya ya fi mahimmanci fiye da layin ma'auni guda.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Shin Kimi K2.7 Code yana da amfani ga wakilai masu nauyi MCP?<\/h3>\n\n\n\n<p>Zai iya kasancewa. Moonshot ya bayar da rahoton \u0199imar MCPMark-Verified mai \u0199arfi, kuma samfurin yana da matsayi don amfani da kayan aiki masu matakai da yawa. Kungiyoyi ya kamata su gwada shi tare da sabobin MCP nasu, izini, yanayin kuskure, da \u0199a'idodin amincewa kafin dogaro da shi.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Ta yaya ShareAI ke dacewa da kimanta samfura kamar Kimi K2.7 Code?<\/h3>\n\n\n\n<p>ShareAI yana ba da hanyoyi masu amfani ga \u0199ungiyoyi don kwatanta za\u0253u\u0253\u0253ukan samfur, gwada halaye, da ha\u0257a samun samfur ta hanyar API \u0257aya. Yi amfani da ShareAI don tunani a cikin sharuddan hanyar sadarwa da failover maimakon kulle duk aikin wakilin coding zuwa samfurin tsoho \u0257aya.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Shin ya kamata Masu Gina su yi amfani da Kimi K2.7 Code a cikin aikace-aikacen da ke fuskantar abokan ciniki?<\/h3>\n\n\n\n<p>Sai bayan raba amfani. Aikin wakilin coding na cikin gida ya bambanta da fassarar da ke fuskantar abokan ciniki. Masu Gina ya kamata su gwada hanyoyin aiki na abokan ciniki daban-daban, su kafa dokokin amfani da riba, kuma su guji tura zirga-zirgar masu amfani zuwa sabon samfur kawai saboda yana yin kyau akan ayyukan ci gaba na cikin gida.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Shin ya kamata \u0199ungiyoyi su tura duk zirga-zirgar wakilin coding zuwa samfur \u0257aya?<\/h3>\n\n\n\n<p>A mafi yawan lokuta a'a. Ayyukan wakilin coding sun bambanta sosai. Tsarin da ya dace yana tura ayyuka masu sau\u0199i ko masu tsadar ku\u0257i zuwa samfura masu inganci, yana aika ayyukan da ba a bayyana ba ko masu ha\u0257ari zuwa samfura masu \u0199arfi, kuma yana ri\u0199e madadin don iyakokin \u0199imar, sakamako marasa kyau, ko gazawar kayan aiki.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Menene matakin farko mafi aminci?<\/h3>\n\n\n\n<p>Gina \u0199aramin saitin kimantawa daga ma'ajin ku na kansa, gudanar da shi akan ma'aunin ku na yanzu da Kimi K2.7 Code, kuma kwatanta farashin aikin da aka kammala, inganci, da amincin. Idan samfurin ya yi nasara akan wani \u0253angare na ayyuka, tura wannan \u0253angaren da farko.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Shin wannan yana da mahimmanci ga Masu Bayarwa ko Masu Kirkira?<\/h3>\n\n\n\n<p>Eh, amma a kaikaice. Hanyar sadarwar ShareAI tana zama mafi amfani lokacin da \u0199ungiyoyi za su iya kimanta za\u0253u\u0253\u0253ukan samfur da masu bayarwa daban-daban akan ainihin nauyin aiki. Masu Bayarwa suna ba da \u0199arfin lissafi, yayin da Masu Kirkira za su iya sarrafa yadda ake bayar da samfuran su a cikin hanyar sadarwa. Kimi K2.7 Code yana tunatar da cewa za\u0253in samfur da za\u0253in kayan aiki suna \u0199ara motsawa tare.<\/p>","protected":false},"excerpt":{"rendered":"<p>Kimi K2.7 Code samfurin \u0199irar da ya dace da lokaci don wakilan lamba. Ga yadda ake gwada inganci, farashin alama, amfani da kayan aikin MCP, hanyoyin sadarwa, da halayen dawowa kafin samarwa.<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"cta-title":"Explore AI Models","cta-description":"Compare price, latency, and availability across providers.","cta-button-text":"Browse Models","cta-button-link":"https:\/\/shareai.now\/models\/?utm_source=blog&utm_medium=content&utm_campaign=kimi-k2-7-code-coding-agents","rank_math_title":"Kimi K2.7 Code: Evaluate It for Coding Agents","rank_math_description":"A practical guide to Kimi K2.7 Code for coding-agent teams, including specs, benchmarks, token costs, MCP tool use, routing, and production checks.","rank_math_focus_keyword":"Kimi K2.7 Code, Kimi K2.7, coding agents, open-weight coding model, agentic coding, MCP tool use, model routing","footnotes":""},"categories":[4,7],"tags":[81,187,188,51],"class_list":["post-3053","post","type-post","status-publish","format-standard","hentry","category-developers","category-news","tag-coding-agents","tag-kimi-k2-7-code","tag-mcp-tool-use","tag-model-routing"],"_links":{"self":[{"href":"https:\/\/shareai.now\/ha\/api\/wp\/v2\/posts\/3053","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shareai.now\/ha\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shareai.now\/ha\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shareai.now\/ha\/api\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shareai.now\/ha\/api\/wp\/v2\/comments?post=3053"}],"version-history":[{"count":1,"href":"https:\/\/shareai.now\/ha\/api\/wp\/v2\/posts\/3053\/revisions"}],"predecessor-version":[{"id":3085,"href":"https:\/\/shareai.now\/ha\/api\/wp\/v2\/posts\/3053\/revisions\/3085"}],"wp:attachment":[{"href":"https:\/\/shareai.now\/ha\/api\/wp\/v2\/media?parent=3053"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shareai.now\/ha\/api\/wp\/v2\/categories?post=3053"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shareai.now\/ha\/api\/wp\/v2\/tags?post=3053"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}