Yadda zan rubuta software tare da LLMs
Sharhi
Mewayz Team
Editorial Team
Yadda nake Rubuta Software da LLMs
Tsawon shekaru, software na rubutu aiki ne na kaɗaita, daki-daki. Yanayin kwarara yana da tsarki, kuma duk wani katsewa-waɗanda aka manta da su, saitin tukunyar jirgi mai wahala-zai iya rushe shi. A yau, tsari na ya bambanta. Na haɗa Manyan Samfuran Harshe (LLMs) a matsayin abokin haɗin gwiwa, canza ba kawai saurina ba, amma ainihin gine-ginen tunanina. Yana da ƙasa game da niƙa ta hanyar lamba da ƙari game da tsara tsarin fasaha. Wannan canjin shine ainihin dalilin da ya sa dandamali kamarMewayzke ji da ni; sun fahimci cewa kayan aikin kasuwanci na zamani bai kamata su zama katangar kaso guda ɗaya ba, amma sassauƙa, tsarin haɗaɗɗiya waɗanda suka dace da sabbin abubuwa. Ga yadda nake amfani da LLMs don gina software a wannan sabon zamanin.Daga Architect zuwa Edita: Ƙayyadaddun Tsarin Tsarin
Canji mafi mahimmanci shine inda na fara. Ban sake buɗe IDE kuma na fara buga aji ba. Madadin haka, na buɗe hanyar sadarwa kuma na fara bayyana matsalar a cikin harshen turanci bayyananne. Na fayyace makasudin tsarin, abubuwan shigarsa, abubuwan da aka fitar, da dabarun kasuwanci a cikin sharuddan mutum. Na ƙididdige tarin fasaha, kowane tsari mai dacewa, da buƙatun marasa aiki. LLM yana aiki azaman samfuri mai sauri, yana mai da wannan labari zuwa daftarin lamba na farko. Wannan yana ba da haske mai ban mamaki a gaba; idan ba zan iya bayyana shi a fili ga samfurin ba, manufar ba ta shirya ba. Al'ada ce da ke nuna madaidaicin falsafarMewayz—inda kuke ayyana a sarari, ayyuka masu zaman kansu kafin ku damu da aiwatar da su.Tattaunawar Matsala: Gyarawa da Gyara
Daftarin lambar farko ba ta cika cikakke ba, kuma wannan shine ma'anar. Ainihin sihiri yana faruwa a cikin tattaunawa na maimaitawa da ke biyo baya. Wannan shine inda na canza daga gine-gine zuwa edita. Ina gudanar da lambar, na ci karo da kuskure ko akwati na gefe, sannan in yi magana da LLM don gyara shi. Saƙon ya zama mafi daidai: "Aikin yana kasawa lokacin da jerin masu amfani ba su da komai. Gyara shi don dawo da abin da ba a taɓa gani ba kuma shigar da gargadi." LLM yana ba da shawarar gyara, sau da yawa yana bayyana dalilin. Wannan baya-da-gaba yana hanzarta gyara kurakurai da sake gyarawa. Yana kama da samun mai tsara shirye-shirye guda biyu wanda nan take yake tuno kowane takaddun API da aka taɓa rubutawa, yana ba ni damar mai da hankali kan ingantaccen tsari da ƙirar tsarin.
Agmenting, Ba Sauya: Mutumin da ke Maɗaukaki
Yana da mahimmanci a bayyana cewa LLM ba ya rubuta samfurin ƙarshe; ina yi Yana ƙara ƙarfina. Ina amfani da shi don ɗaukar nauyi na maimaita ayyuka da bincike na farko, amma yanke shawara na ƙarshe na gine-gine, sake dubawa na tsaro, da haɓaka dabarun kasuwanci nawa ne. Samfurin na iya haifar da hanyoyi guda uku don aiwatar da fasalin; Ina kimanta su bisa ga aiki, kiyayewa, da kuma yadda suka dace cikin tsarin mafi girma. Wannan samfurin mutum-in-da-madauki yana tabbatar da inganci da mallaka. A cikin wannan mahallin, lambar da aka ƙirƙira ta zama wani nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i-nau'i-tsari wanda ke jin dadi lokacin aiki a cikin OS mai sassauƙa kamarMewayz, inda ake ci gaba da kimanta ayyuka daban-daban da tushen bayanai da kuma haɗa su.LLM-Powered Workflow Checklist
Don sabon fasali ko tsari, tsari na yanzu yana bin waɗannan matakan:
- Bayyana: Rubuta cikakkiyar ƙayyadaddun yare a cikin taɗi.
- Sarrafa: Bari LLM ta samar da aiwatar da daftarin farko da gwaje-gwaje na asali.
- Tambayoyi: Tambayi samfurin don bayyana hadaddun sassa da bayar da shawarar ingantawa.
- Haɗa: Haɗa lambar da hannu, tabbatar da ta yi daidai da tsari da ƙa'idodin aikin.
- Amintacce & Bita: Gudanar da cikakken, bita ta hannun hannu don tsaro, shari'o'i, da daidaiton dabaru na kasuwanci.
"LLM ba ya maye gurbin mai haɓakawa; yana sake fasalta aikin mai haɓakawa daga mawallafin syntax zuwa strategist na tsarin."
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Makoma abu ne mai yuwuwa
Wannan juyin halitta a cikin sana'a na yana nuna babban canji a ci gaban software zuwa ga hadawa da manyan makada. Rubutun software tare da LLMs ya rage game da ɗanyen aikin coding da ƙari game da ƙirƙira ƙwararrun ayyukan aiki, sarrafa abubuwan samarwa, da sarrafa sarƙaƙƙiya. Yana ba ni iko don gina ƙarin tsarukan tsarukan sauri ta hanyar sauke nauyin fahimi. Wannan ya dace daidai da hangen nesa na OS na kasuwanci na zamani. Kamar dai yaddaMewayz ke baiwa ‘yan kasuwa damar tsara ayyukansu daga mafi kyawun kayayyaki, LLMs suna ba ni damar shirya software daga tattaunawa mai hankali, haɗa lambar da aka samar tare da ƙwarewa mai zurfi don gina abin da ke gaba.Tambayoyin da ake yawan yi
Yadda nake Rubuta Software da LLMs
Tsawon shekaru, software na rubutu aiki ne na kaɗaita, daki-daki. Yanayin kwarara yana da tsarki, kuma duk wani katsewa-waɗanda aka manta da su, saitin tukunyar jirgi mai wahala-zai iya rushe shi. A yau, tsari na ya bambanta. Na haɗa Manyan Samfuran Harshe (LLMs) a matsayin abokin haɗin gwiwa, canza ba kawai saurina ba, amma ainihin gine-ginen tunanina. Yana da ƙasa game da niƙa ta hanyar lamba da ƙari game da tsara tsarin fasaha. Wannan canjin shine ainihin dalilin da ya sa dandamali kamar Mewayz ke ji da ni; sun fahimci cewa kayan aikin kasuwanci na zamani bai kamata su zama katangar kaso guda ɗaya ba, amma sassauƙa, tsarin haɗaɗɗiya waɗanda suka dace da sabbin abubuwa. Ga yadda nake amfani da LLMs don gina software a wannan sabon zamanin.Daga Architect zuwa Edita: Ƙayyadaddun Tsarin Tsarin
Canji mafi mahimmanci shine inda na fara. Ban sake buɗe IDE kuma na fara buga aji ba. Madadin haka, na buɗe hanyar sadarwa kuma na fara bayyana matsalar a cikin harshen turanci bayyananne. Na fayyace makasudin tsarin, abubuwan shigarsa, abubuwan da aka fitar, da dabarun kasuwanci a cikin sharuddan mutum. Na ƙididdige tarin fasaha, kowane tsari mai dacewa, da buƙatun marasa aiki. LLM yana aiki azaman samfuri mai sauri, yana mai da wannan labari zuwa daftarin lamba na farko. Wannan yana ba da haske mai ban mamaki a gaba; idan ba zan iya bayyana shi a fili ga samfurin ba, manufar ba ta shirya ba. Al'ada ce da ke nuna madaidaicin falsafar Mewayz-inda kuke ayyana fayyace, ayyuka masu zaman kansu kafin damuwa game da aiwatar da su.Tattaunawar Matsala: Gyarawa da Gyara
Daftarin lambar farko ba ta cika cikakke ba, kuma wannan shine ma'anar. Ainihin sihiri yana faruwa a cikin tattaunawa na maimaitawa da ke biyo baya. Wannan shine inda na canza daga gine-gine zuwa edita. Ina gudanar da lambar, na ci karo da kuskure ko akwati na gefe, sannan in yi magana da LLM don gyara shi. Saƙon ya zama mafi daidai: "Aikin yana kasawa lokacin da jerin masu amfani ba su da komai. Gyara shi don dawo da abin da ba a taɓa gani ba kuma shigar da gargadi." LLM yana ba da shawarar gyara, sau da yawa yana bayyana dalilin. Wannan baya-da-gaba yana hanzarta gyara kurakurai da sake gyarawa. Yana kama da samun mai tsara shirye-shirye guda biyu wanda nan take yake tuno kowane takaddun API da aka taɓa rubutawa, yana ba ni damar mai da hankali kan ingantaccen tsari da ƙirar tsarin.
Agmenting, Ba Sauya: Mutumin da ke Madaidaici
Yana da mahimmanci a bayyana cewa LLM ba ya rubuta samfurin ƙarshe; ina yi Yana ƙara ƙarfina. Ina amfani da shi don ɗaukar nauyi na maimaita ayyuka da bincike na farko, amma yanke shawara na ƙarshe na gine-gine, sake dubawa na tsaro, da haɓaka dabarun kasuwanci nawa ne. Samfurin na iya haifar da hanyoyi guda uku don aiwatar da fasalin; Ina kimanta su bisa ga aiki, kiyayewa, da kuma yadda suka dace cikin tsarin mafi girma. Wannan samfurin mutum-in-da-madauki yana tabbatar da inganci da mallaka. A cikin wannan mahallin, lambar da aka ƙirƙira ta zama wani nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau’in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'in nau'i nau'i nau'i nau'i nau‘i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i nau'i)) don tantancewa da kuma hadeddewa-tsari da ke jin yanayi lokacin aiki a cikin OS mai sassauƙa kamar Mewayz,inda ake ci gaba da kimanta ayyuka daban-daban da hanyoyin bayanai da kuma haɗa su.LLM-Powered Workflow Checklist
Don sabon fasali ko tsari, tsari na yanzu yana bin waɗannan matakan:
Duk Kayan Aikin Ku na Kasuwanci a Wuri Guda
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