747s hamwe nabakozi ba code

Niki Jumbo Yimyaka 60 Yindege ishobora kutwigisha kubyerekeye ejo hazaza ha AI Coding

Mu 1968, Boeing yakuye 747 ya mbere mu nyubako nini yigeze kubakwa mu igorofa - uruganda i Everett, Washington ku buryo ibicu by'imvura byigeze kubamo. Indege ubwayo yariyunvikana kimwe: ibice miliyoni esheshatu, ibirometero 171 byo gukoresha insinga, hamwe n’amababa yagutse kuruta indege ya mbere ya Wright Brothers yari ndende. Byari, mubipimo byose, imashini igoye cyane yakozwe cyane. Hafi yimyaka mirongo itandatu, software software irimo guhura nigihe cyayo 747. Ibikoresho bya code - sisitemu yigenga ya AI ishobora kwandika, gukuramo, kugerageza, no gukoresha code hamwe nubugenzuzi buke bwabantu - byerekana gusimbuka mubibazo no kwifuza byerekana impinduramatwara ya jumbo. Kandi amasomo yo muri kiriya gihe cya mbere cyubwubatsi bukomeye afite akamaro kuruta mbere hose.

Ibice bya miliyoni esheshatu hamwe na miriyoni esheshatu za code

Boeing 747 ntabwo yapimye gusa igishushanyo mbonera cyindege. Byasabye uburyo bushya bwo gukora, ibikoresho bishya siyanse, uburyo bushya bwo kwemeza ubuziranenge, hamwe nabakozi bagombaga kwiga uburyo bwo guhuza urwego rugoye ntanumwe wagerageje mbere. Joe Sutter, injeniyeri mukuru, yavuze ko umushinga ari "kubaka katedrali mu gihe uyiguruka." Itsinda ntirishobora gutegereza gutungana - bagombaga kohereza, gusubiramo, no gukemura ibibazo mugihe nyacyo mugihe bakomeza gahunda yo kubabarira.

Ibikoresho bigezweho bya code bihura ningorabahizi isa. Igikoresho nka Claude, indanga, cyangwa Devin ntabwo cyikora gusa umurongo wa code. Impamvu zijyanye nubwubatsi, ikayobora ibiti biterwa, ikandika ibizamini, ikemura ibibazo, kandi igahuza impinduka mumadosiye menshi icyarimwe. Ubuso bwo kunanirwa ni bunini - cyane nka sisitemu ya hydraulic ya 747, aho umurongo umwe utari wo ushobora guhitanwa n’ibiza. Ba injeniyeri bubaka abo bakozi ntabwo bandika software gusa. Barimo bubaka sisitemu yubaka sisitemu, ikibazo cyisubiramo cyaba cyarahaye Joe Sutter inzozi mbi.

Kuri Mewayz, twiboneye ibi bigoye. Ihuriro ryacu ririmo module 207 - kuva CRM no gutanga inyemezabuguzi kugeza HR, imicungire yimodoka, hamwe nisesengura - buri kimwe gifite logique yacyo, icyitegererezo cyamakuru, hamwe nokwishyira hamwe. Igihe twatangiraga kwinjiza iterambere rifashwa na AI mubikorwa byacu, twahise tumenya ko imbaraga z'umukozi zagereranijwe neza no gusobanukirwa sisitemu yose, ntabwo ari dosiye yarimo ikora. Byumvikane neza? Sisitemu yo gucunga indege ya 747 yakoraga kimwe: buri sisitemu yagombaga kumva isano yayo muri rusange.

Abakozi bashinzwe gucunga umutungo wa parike

> Ubushishozi bwimbitse: ikibazo ntabwo cyari abaderevu babi. Byari guhuza ibikorwa. Kapiteni mwiza cyane wirengagije umuburo wa ofisiye we wa mbere yari akaga kuruta abakozi ba mediocre bavuganaga neza.

Abakozi ba code bahatira inganda za software kubara CRM yonyine. Ikibazo ntikikiri "burya AI ni nziza gute kwandika code?" ariko ahubwo "ni gute abantu n'abakozi bahuza neza?" Abaterankunga batanga umusaruro cyane bakoresheje coding agent ntabwo aribo batanga imishinga yose bakigendera. Nibo bafata umukozi nkumupilote kabuhariwe - gutanga imiterere, gusuzuma ibisubizo, gufata ahantu hatabona, no kumenya igihe cyo gufata intoki.

Iyi niyo mpamvu "umukozi usimbuye uwatezimbere" inkuru ibura ingingo rwose. 747 ntabwo yasimbuye abaderevu. Byatumye uruhare rwumuderevu rufata ingamba, sisitemu nyinshi, kandi amaherezo arakomeye. Kapiteni wa 747 acunga automatike, akurikirana sisitemu, kandi akagira icyo akora mugihe ibitunguranye bibaye. Nibyo rwose nibyo umuterimbere mukuru akora hamwe na coding agent muri 2026.

Itondekanya urutonde hamwe nubuhanga bwihuse

Imwe mumisanzu irambye yindege mukwizerwa kwabantu ni urutonde. Nyuma yi mpanuka yo mu 1935 ya Boeing Model 299 - prototype igoye kuburyo umuderevu wikizamini Major Ployer Peter Hill yibagiwe gusa intambwe ikomeye - abashakashatsi bakoze urutonde rwibanze. Ntabwo yari inkoni yabapilote badafite ubushobozi. Byari ukwemera ko ubwenge bwabantu bugira imipaka, kandi sisitemu igoye isaba protocole yubatswe.

Byihuse byubwubatsi bwa coding agent ni software ya mbere yisi igenzura. Abashinzwe iterambere babona ibisubizo byiza kubakozi ba AI ntabwo bandika amabwiriza adasobanutse nka "nyubakira akazu." Batanga imiterere yuburyo: tekinoroji ya tekinoroji, amasezerano ya coding, imanza zo kureba, dosiye zigomba kandi zitagomba guhinduka. Bandika dosiye ya CLAUDE.md hamwe na sisitemu isaba hamwe nuburyo umuderevu akoresha mbere yo kugenda.

Igitekerezo giteye akaga haba mu ndege ndetse no mu iterambere rifashwa na AI ni kimwe: ko sisitemu "ikora gusa." 747 yatwigishije ko sisitemu igoye isaba kugenzura abantu mu buryo bwa disipulini, protocole y'itumanaho itunganijwe, n'umuco ufata buri kintu kigenzura nk'ibidashoboka. Abakozi ba code ntacyo basaba munsi.

> Turakomeza ibisobanuro birambuye byamasomo hamwe namakarita yo guhuza byumwihariko kugirango abateza imbere abantu hamwe nabakozi ba AI bashobore kumva radiyo iturika ryimpinduka iyo ari yo yose. Ni urutonde rwibanze rwibanze, kandi rwabujije ibintu byinshi kubyara umusaruro kuruta suite imwe yikizamini.

Ingaruka ya Demokarasi

Mbere ya 747, ingendo zo mu kirere za transatlantike zari nziza cyane zagenewe abakire. Indege ya mbere ya Pan Am 747 yavuye i New York yerekeza i Londres muri Mutarama 1970 ntabwo yatwaye abagenzi benshi - byahinduye cyane uwashobora kuguruka. Mu myaka icumi, ingendo zo mu kirere zavuye mu bunararibonye bw'indobanure zerekeza ku cyiciro cyo hagati. 747 ntabwo yatumye kuguruka bihendutse kubwimpanuka. Igipimo cyacyo - abagenzi 374 muburyo busanzwe hamwe na 150 kuri 707 - yatwaye ubukungu bwintebe imwe yahinduye inganda.

Abakozi ba code batanga umusaruro umwe wa demokarasi mugutezimbere software. Inshingano zigeze zisaba umuyobozi mukuru wuzuye, ibyumweru bibiri, ningengo yimari ihambaye birashobora kugerwaho nubuyobozi bwibicuruzwa bisabwa neza hamwe numukozi wa AI nyuma ya saa sita. Ibi ntabwo ari hypothettike. Gutangira kohereza MVP muminsi. Abashinze Solo barimo kubaka ibicuruzwa byasaba amakipe y'abantu batanu mu myaka itatu ishize. Impuguke zidafite ubuhanga zirimo gukora ibikoresho byimbere bikemura ibibazo byabo, aho gutegereza amezi 18 mugace ka IT.

Iyi niyo filozofiya iri inyuma yuburyo bwa Mewayz. Ihuriro ryacu ryubatswe kugirango ubucuruzi buciriritse kandi buciriritse bugere ku bikoresho bimwe bikora ibigo bya Fortune 500 bifata nkibisanzwe - CRM, umushahara, inyemezabuguzi, imicungire y’amato, isesengura, sisitemu zo gutumaho - nta giciro cy’ibikorwa cyangwa igihe cy’amezi atandatu cyo gushyira mu bikorwa. Iyo uhujije platform ya modular nka Mewayz hamwe nibikoresho byiterambere byifashishwa na AI, ubona ikintu gishya rwose: ubucuruzi bushobora kwihitiramo, kwagura, no gutangiza ibikorwa byabo kumuvuduko nigiciro bitatekerejwe mumyaka itanu ishize.

Uburyo bwo Kunanirwa hamwe nagasanduku k'umukara

Buri 747 itwara amakuru yindege hamwe nicyuma gifata amajwi - icyamamare "agasanduku kirabura." Barahari kubera ko inganda zindege zize, akenshi binyuze mubyago, kumva kunanirwa ni ngombwa kuruta kubikumira. Ntushobora gukumira kunanirwa muri sisitemu ifite ibice miliyoni esheshatu. Ariko urashobora kubaka umuco nibikorwa remezo byemeza ko gutsindwa kukwigisha ikintu.

Abakozi ba code bafite ikibazo cyumukara. Iyo umukozi akora amakosa yoroheje - imiterere yubwoko, intege nke z'umutekano, ikosa ryumvikana rigaragara gusa mubihe byihariye byamakuru - birashobora kugorana kumva impamvu. Intumwa ntabwo ifite "inzira yo gutekereza" urashobora gusubiramo muburyo bumwe ushobora gusubiramo amajwi ya cockpit. Uku kutagaragara ni imwe mu mbogamizi zikomeye zugarije iterambere ryatewe na AI muri iki gihe, kandi inganda ntizigeze zikemura.

Uburyo bwiza bwo kugabanya kugabanya indorerwamo yindege:

• Sisitemu yo gusubiramo ibice: Nkuko indege zubucuruzi zisaba capitaine numu ofisiye wa mbere kugenzura ibibazo bikomeye, code yakozwe nabakozi igomba kunyura mubizamini byikora, isesengura rihamye, hamwe nisuzuma ryabantu mbere yo kugera kumusaruro.
Mu buryo busa nabwo, codebase yubatswe neza itandukanya module kugirango ikosa ryumukozi mukarere kamwe ridashobora kwambukiranya sisitemu yose. Iyo umukozi atanze ikosa, ikibazo ntabwo "ninde wabyemeje?" ariko "ni ubuhe buryo bwabuze?"
• Gukomeza gukurikirana: Indege zigezweho zohereza amakuru ya telemetrie mugihe nyacyo. Porogaramu yumusaruro yubatswe hamwe nubufasha bwa AI ikenera gukurikiranwa kimwe - gutema ibiti, kumenyesha, no gutahura anomaly ifata ibibazo mbere yuko abakoresha babikora.

Impera yumurongo - nintangiriro

Boeing yatanze 747 yanyuma muri Mutarama 2023, ifunga ibikorwa byamaze imyaka 54 nindege 1.574. Indege ya jumbo ntabwo yapfuye kuko yananiwe. Yapfuye kubera ko isi yaremye - isi yingendo zoroshye, zizewe, urugendo rurerure rwo mu kirere - yahindutse birenze gukenera moteri enye ubugari. Indege ikora neza ya moteri nka 787 na A350 ubu ikora akazi hamwe nigiciro gito cyo gukora hamwe nubukungu bwiza bwa peteroli. 747 yari igitambo cyatsinze.

Abakozi ba code bazakurikiza arc isa. Ibikoresho dukoresha uyumunsi - byihuta-bigendanwa, bishingiye kubiganiro, bisaba ubuyobozi bukomeye bwabantu - ni 747s ziterambere rya AI. Ni impinduramatwara, idatunganye, kandi irahinduka rwose. Ariko amaherezo bazasimburwa na sisitemu zinonosoye, zikora neza, sisitemu yigenga dushobora gutekereza muri iki gihe. Abashinzwe iterambere hamwe nubucuruzi butera imbere ntibazaba barwanyije impinduka cyangwa abizera buhumyi automatike. Bazaba aribo bize gukorana na mashini - basobanukiwe ko guhanga nyabyo atari indege cyangwa umukozi, ahubwo sisitemu yabantu nikoranabuhanga bikorana.

Kubucuruzi 138.000 bumaze kubaka kuri Mewayz, ejo hazaza ntabwo ari abstract. Nukuri kwaburi munsi gukoresha gukoresha ubwenge bwikora kugirango ukore ibikorwa, ukorere abakiriya, kandi ukure - module imwe, akazi kamwe, umukozi umwe abajijwe neza icyarimwe. 747 yerekanye ko ubwubatsi butangaje, bujyanye nibikorwa bya disipulini, bushobora guhindura isi. Ibikoresho bya code byongeye kubigaragaza.

Ibibazo bikunze kubazwa

Ibikoresho bya code nibiki kandi bihuriye he no kugereranya 747?

Coding agent ni sisitemu yigenga ya AI ishobora kwandika, gukuramo, no gukoresha software hamwe nubushobozi buke bwabantu. Kimwe na Boeing 747 - yakusanyije miliyoni esheshatu mu mashini yizewe - abakozi ba coding bategura codebase igoye mu kumena imishinga minini mubice byacungwa. Byombi byerekana impinduka aho ubuhanga bugoye bwasabye uburyo bushya bwo gushushanya, kugerageza, no kwizeza ubuziranenge.

Ibikoresho bya coding birashobora gusimbuza byimazeyo abategura software?

Ntabwo aribyo, kandi birashoboka ko atari byose. Nkuko 747 ikeneye abapilote babimenyereye nubwo byikora cyane, abakozi ba coding bakora neza mugihe bayobowe nabaterankunga babahanga batanga icyerekezo cyubwubatsi no gusuzuma ibisubizo. Agaciro nyako kari mukongera ubushobozi bwabantu - gukora imirimo isubirwamo, kubyara ibyuka, no kwihuta kwizunguruka kugirango injeniyeri zishobore kwibanda kubibazo byo guhanga no gukemura ibibazo.

Nigute ubucuruzi bwungukira mubikoresho bikoresha moteri ya AI uyumunsi?

Ubucuruzi bwunguka imikorere mugukuramo ibikorwa byisubiramo muri sisitemu ya AI. Amahuriro nka Mewayz yerekana ibi hamwe na OS yubucuruzi 207-module itangira $ 19 / mo, ikora ibintu byose kuva kwamamaza kugeza kubikorwa. Muri ubwo buryo, abakozi ba code bagabanya igihe cyiterambere nigiciro, bakareka amakipe akohereza ibintu byihuse mugihe agumana ubuziranenge - nkukuntu 747 demokarasi mpuzamahanga ingendo zo mu kirere za demokarasi.

Ni ayahe masomo avuye mu mutekano w'indege akoreshwa kuri AI coding kwizerwa?

Uburyo bwindege bukomeye bwindege, kugerageza, no gusuzuma ibyabaye biramenyesha byimazeyo iterambere rya AI. 747 yinjije amateka yumutekano binyuze mu bihumbi byatsinzwe bigereranywa na sisitemu zo gusubira inyuma. Abakozi ba code bagomba gufata amahame asa - kwipimisha mu buryo bwikora, kugenzura abantu, no kugenzura buri gihe - kugira ngo barebe ko kode batanga yujuje ubuziranenge bwo mu rwego rwo kwizerwa mbere yo koherezwa.

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