Akazi kawe Gashya Nukwinjira mubakozi ba AI: Uburyo sosiyete kavukire ya AI ikora mubyukuri

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Nshuti abiyandikishije, namaze amezi make mbaza abayobozi mumasosiyete akomoka muri AI. Ubu nzi neza ko: Kwinjira no gucunga abakozi ba AI NI akazi, uko akazi kawe kaba kameze kose. Muri uku kwibira kwimbitse kubuntu, ndashaka gusangira uburyo ibigo bitatu kavukire bya AI -Linear, Ramp, na Factory - bishyira mubikorwa iri hame. Hano hari amagambo yavuzwe kuri buri: Nan Yu (Umuyobozi wibicuruzwa, Umurongo): "Uzagira abagize itsinda rya AI ushobora kugenera imirimo no kuganira nkukuntu uvugana nabantu." Geoff Charles (CPO, Ramp): "Niba udakoresha Code ya Claude, uko uruhare rwawe rwaba rumeze kose, birashoboka ko udakora neza." Eno Reyes (CTO, Uruganda): kwiyambaza. "Soma kugirango urebe imbere urebe uko buri sosiyete ikomoka mu bwoko bwa AI ikora.Umurongo: Gukora abakozi ba AI abo mu cyiciro cya mbere Mugenzi wawe Urashobora @mention umukozi wo gushiraho no guha ikibazo undi mukoziLinear uburyo abakozi bakora muburyo bwibicuruzwa byabo. Nan (Umurongo wibicuruzwa byumurongo) yizera ko: Abakozi bagomba kuba abakozi bo murwego rwa mbere. Ugomba gushobora kubongerera imishinga, kubiha ibibazo, no kuvuga mubitekerezo.Nyamara, Nan nawe yemera ko umuntu ahora abazwa ibizavamo. Dore uko Linear yubaka ibicuruzwa hamwe nabakozi muri buri ntambwe: Sobanukirwa nikibazo. Abakozi basoma kandi bavuga muri make ikiganiro cyose cyabakiriya kuva Intercom, Zendesk, na Gong. Bahita bashiraho ibibazo, de-kubigana inyuma yinyuma, no kubiha itsinda ryiza. Menya igisubizo. Kubera ko abakozi bafite amahirwe yo kuganira kubakiriya, barashobora kugufasha gusubiramo kumurongo ukuramo ubushishozi-bushingiye kumirongo myinshi. Kora gahunda. Abakozi barashobora kumena amatike yawe mumatike afatika hanyuma bakayerekeza mumakipe akwiye mu buryo bwikora. Kuri Linear, abakozi noneho barema amatike menshi. Akazi k'umuntu nugusubiramo akazi kabo no guhindura imiterere mugihe.Gukora. Amakosa nibintu bito bihabwa abakozi nka Codex na indanga. Kubintu bigoye, injeniyeri zitangiza Claude Code kandi zigakoresha Linear MCP kugirango zikurure mubibazo byuzuye.Kuvana Nan: Birasa nkaho urugero rwibyo abakozi bashobora gukora rwaguka buri gihembwe. Moderi nshya nibikoresho bisunika imipaka kuva gukosorwa byoroshye kugeza imishinga igenda irushaho kuba ingorabahizi. Urashaka kubaka hamwe nabakozi nka Linear? Hano hari intambwe 4 zifatika Nan yasangiye kubyo itsinda ryanyu rishobora gukora uyumunsi: Buri muterimbere agomba gusiba igikoresho cyambere cya code ya agent. Iyi niyo ntambwe yambere yoroshye. Tanga igikoresho cyemewe (Cursor, Claude Code, cyangwa Codex) hanyuma ucunge kugirango ubone imikoreshereze. Kwuzuza hamwe na async igicu coding agent. Ibikoresho bya Async birashobora kurasa rimwe impinduka ntoya no gukosora amakosa. Indanga na Devin bafite amaturo meza hano. Shimangira ko abashushanya na PM bakora neza kuri codebase. Abakozi nka Claude bafungura inzira-yo guterana amagambo kuri ba PM n'abashushanya ibintu kugirango bahindure neza muri codebase. Umuntu wese agomba guharanira kuba umwubatsi.PM n'abacuruzi bagomba kutubahiriza interineti ya AI. Iyi mikorere igomba kuba ikora 80-100% yimirimo yabo ikoresheje interineti yo kuganira - yaba Claude, ChatGPT, Notion AI, cyangwa ikindi gisa. Nan abona ejo hazaza aho abantu bazafatanya nabakozi kurwego rwihariye - gusobanura igikwiye kubakwa n'impamvu - hanyuma ugaha ibintu abakozi kugirango bakemure ibintu byose epfo na ruguru.Ramp: Gupima ubumenyi bwa AI mubyiciro 4Ramp irihutisha byihuse abakozi babo kuba kavukire ya AI mubyiciro 4Niba Linear yerekana uburyo bwo gukora abakozi igice cyambere cyitsinda ryanyu, hanyuma Ramp ikerekana uburyo bwo kwinjiza amashirahamwe 500B, kubohereza muri 500B, byose yabikoze hamwe na 25. PM.Babikoze basaba buri gikorwa kimwe (eng, ibicuruzwa, igishushanyo, kugurisha, kwamamaza, amategeko, imari) kumurongo no gukorana nabakozi. Geoff (CPO Ramp) yasangiye urwego rwo gusuzuma ubumenyi bwa AI kuri buri mukozi mbona ari ingirakamaro: L0: Rimwe na rimwe ikoresha ChatGPT. Aba bantu birashoboka cyane ko batazaba muri sosiyete igihe kirekire. Niba utari nyamwigendaho ufite imitekerereze yo gukura yerekeza kubikoresho bya AI, Geoff avuga ko bizakugora cyane kugutoza kuba indashyikirwa.L1: Gukoresha no guhindura GPTs, imishinga, nibikoresho bya AI imbere. Aba bantu barimo kugerageza AI ariko ntibarakora akazi nyako.L2: Yubaka porogaramu itangiza igice cyaboakazi. Aba bantu barashobora gukora code cyangwa gutanga ibitekerezo bifatika kubikorwa byabandi bakoresheje ibikoresho bya AI.L3: Abubaka sisitemu. Aba bantu bubaka ibikorwa remezo bya AI nubuhanga byihutisha abandi bose mumakipe. Intego yikigo nukuzamura abantu bose murwego. L0s kwihitiramo. L1s ihinduka L2s. L2s ihinduka L3s. Kandi L3s igira ingaruka kumuryango usigaye. Geoff kandi yasangiye intambwe 5 isosiyete iyo ari yo yose ishobora gutera kugirango ibe AI-kavukire: Kuraho ubushyamirane bwose. Tanga ibikoresho bya AI bizwi cyane nta mbogamizi ku bimenyetso cyangwa bije hanyuma ukore ububiko bwimbere bwubuhanga bwa AI umuntu wese ashobora gukuramo. Niba gushiraho bigoye, abantu benshi ntibazemera.Kora kurera kugaragara. Kora imiyoboro rusange ya Slack aho abantu bashobora gusangira ibyo bubatse. Muburyo bwose, erekana abatari injeniyeri bakora ibintu bitangaje, nkamafaranga yubaka sisitemu yububiko cyangwa kwamamaza ibicuruzwa byikora kurubuga. Tanga inkunga kumaboko. Kwakira amasaha yakazi umuntu wese ashobora gufatanya kubaka ubumenyi bwa AI hamwe nakazi. Shyiramo impuguke za AI zifite akazi kose ko kuvuga ubutumwa, gushiraho abantu, no kubafasha kugera kuri "aha mwanya." Kurikirana imikoreshereze no gutabara. Ramp ikurikirana ikoreshwa ryibikoresho bya AI kumukozi. Ubuyobozi busangira aya makuru kugirango habeho kubazwa ibyakozwe no gutera intambwe mugihe imikoreshereze yumuntu ari mike.Bigire icyifuzo cyo gutanga akazi. PM yabajijwe ubu harimo isomo ryabigenewe aho ukeneye kubaka ibicuruzwa bikora hanyuma ugasobanura impamvu wubatse nuburyo bikora. Geoff yavuze mu ncamake filozofiya y'ubuyobozi kuri buri ruhare muri Ramp kumurongo umwe: Akazi kawe ni uguhindura akazi kawe. Kuva kuri Geoff: "Niba mbwiye ikipe yanjye inshuro 10 ko CTA igomba kuba hejuru yikigero, gukosora ntabwo bivuze ko ari inshuro ya 11. Irimo gutanga ibitekerezo muburyo bwo gukora ibishushanyo mbonera cyangwa ubuhanga bwa AI kugirango bitazongera kubaho ukundi. umunsi wa mbere. Uruganda nisosiyete 55 yiterambere rya software ya AI ifite agaciro ka $ 300M yubatswe hafi ya AI kuva hasi. Dore icyabatandukanya: Guha akazi injeniyeri yibicuruzwaUruganda ntiruha PM na injeniyeri ukwabo. Ahubwo, bakoresha injeniyeri yibicuruzwa bayobora kandi bakorana nabakozi ba AI. Umunsi usanzwe urasa: Suzuma ibimenyetso biva muri agent biruka kugirango urebe aho sisitemu yafashe ibyemezo bibi. Andika ibyakosowe ntabwo ari code, ariko nkubuyobozi (urugero, kuvugurura ubuhanga, itegeko rishya rya lint, cyangwa automatisation itunganijwe) Ongera usuzume gusa PR zerekana ko abakozi bashira ibendera nkibyago byinshi (abakozi bita kubisigaye) .Tanga ibitekerezo bishya nibiganiro byihutirwa hamwe nabakozi bakorana na AI.Iki gikorwa ntabwo cyoroshye kandi gisaba ubuhanga bwimbitse muburyo bukenewe kugirango ukore codebase agent-witeguye. Uruganda rutanga codebase murwego rutanu rwo gukura, kandi Urwego rwa 3 ("Standardized") niho amakipe menshi akeneye intego ya mbere.Urwego rwo kwitegura kwabakozi UrugandaEncode ubuhanga mubuhanga bwakoreshwa Iyo codebase yawe iba yiteguye kubakozi, intambwe ikurikiraho ni uguha abakozi ubumenyi bwo gufata ibyemezo byiza binyuze mubuhanga (mubyukuri gusa dosiye yerekana ibimenyetso). Uruganda rukoresha ubuhanga bwo gushishoza ubumenyi ninzobere mubintu ikintu cyose umukozi cyangwa umukozi ashobora gukoresha. Dore urutonde rwubuhanga Uruganda rukoresha imbere kandi ruhuza dosiye zabo zerekana kugirango ukoporore kandi uhindure: Ubuhanga bwo gucunga ibicuruzwa. Amahame yibicuruzwa, urwego rwinyenyeri 11 (yatijwe na Brian Chesky wa Airbnb), icyitegererezo cya PRD, amanota ya rubric, hamwe nubuyobozi bwururimi byose muri dosiye imwe yerekana. Ubuhanga bwa UI bwo guhuza. Itegeka Droid uburyo bwo kubaka ibiranga ukoresheje sisitemu yo gushushanya Uruganda, guhuza inzira, no gupima ibipimo.AI ubuhanga bwo gusesengura amakuru. Koresha isesengura ryubushakashatsi, wubake amashusho, kandi utange raporo y'ibarurishamibare ukoresheje ecosystem yuzuye ya Python. Ibikoresho byimbere mubuhanga. Wubake imbaho ​​za admin, ushyigikire kanseri, hamwe nububiko bukoreshwa hamwe nubugenzuzi bukwiye bwo kugenzura no kugenzura ibiti byatetse. Ubuhanga bwo kwandika neza. Byihuse prototype ya porogaramu nshya y'urubuga kuva kera hamwe nuburyo bugezweho.Niba ushobora gushishoza ibyo abantu bawe beza bazi mubuhanga, ntukeneye gushaka inzobere muri buri gikorwa.intambwe 6 ​​zo gushyira ibi byose mubikorwa Kugira ngo usubiremo: Kwinjira no gucunga abakozi birahinduka umurimo wibanze kuri buri gikorwa.Dore ibintu bitandatu ushobora gushyira mubikorwa nonaha: KuvaUmurongo: Mburabuzi buri muterimbere kubikoresho bya code ya agent nka Cursor, Claude Code, cyangwa Codex. Shaka PM n'abashushanya muri codebase. Reka batange PR hamwe na kode yubwato bakoresheje abakozi. Hagarika guhinduranya impinduka zose zinyuze muri injeniyeri. Kuva kuri Ramp: Gupima ubumenyi bwa AI mumakipe yawe. Inzego 4 za Ramp ziguha amagambo asangiwe aho abantu bari n'aho bakeneye kujya. Kurikirana imikoreshereze ya AI kandi uyigire igice cyibiteganijwe. Ntushobora kunoza ibyo udapima, kandi gushimangira bifite akamaro. Kuva mu ruganda: Ongera codebase yawe kugirango abakozi bitegure. Koresha urwego rwabakozi biteguye kugirango wumve niba codebase yawe yiteguye. Hindura ubuhanga bwikipe yawe mubuhanga bukoreshwa. Shyiramo ibyo abantu bawe beza bazi mumadosiye yubuhanga kandi byorohe kubantu ndetse nabakozi kubikoresha. Hejuru ya byose, abakozi bo mubwato nkawe wurira umuntu. Bahe contexte, ubahuze na stack yawe ikora, kandi ukomeze kubazwa umuntu kubyo bagezeho. Reka mbamenyeshe icyo utekereza mubitekerezo!

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