Basa Rako Idzva NderokuOnboard AI Agents: Mashandiro AI ENative Makambani Anonyatso Kushanda

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Vanodiwa vanyoreri, ndapedza mwedzi mishoma yadarika ndichibvunzurudza vatungamiriri kumakambani eAI-emunyika. Ini zvino ndine chokwadi chekuti:Kukwira nekutonga maAI maajenti Iro basa, zvisinei kuti basa rako nderei.Muiyi dive yemahara yakadzika, ndinoda kugovera kuti makambani matatu emuAI-Linear, Ramp, neFactory - anoisa sei musimboti uyu mukuita. Heano mamwe makotesheni kubva kune yega yega:Nan Yu (Musoro weChigadzirwa, Linear): "Uchave nenhengo dzechikwata cheAI dzaunogona kugovera mabasa uye kutaura nadzo sematauriro aunoita nevanhu." Geoff Charles (CPO, Ramp): "Kana usiri kushandisa Claude Code, zvisinei nebasa rako, unenge usiri kuita zvakanaka." kuongorora, uye nezvimwe muunyanzvi hunogona kushandiswa zvakare hunogona kukumbirwa nemushandi.” Verenga uchitarisa mukati kuti kambani yega yega yeAI-yechizvarwa inoshanda sei. Nan (Linear's Head of Product) anotenda kuti: MaAgents anofanira kunge ari ekutanga-kirasi vashandi. Iwe unofanirwa kukwanisa kuvawedzera kumapurojekiti, kugovera ivo kune nyaya, uye taura mumashoko.Zvisinei, Nan anotendawo kuti munhu anogara achizvidavirira pane zvabuda. Heano maitiro Linear anovaka zvigadzirwa nevamiririri mune yega nhanho: Nzwisisa dambudziko. Agents vanoverenga uye kupfupisa kutaurirana kwese kwevatengi kubva kuIntercom, Zendesk, uye Gong. Ivo vanogadzira otomatiki nyaya, de-dupe ivo vachipesana neiyo backlog, uye vovapa kuchikwata chakakodzera. Ziva mhinduro. Sezvo vamiririri vachikwanisa kukurukura nevatengi, vanogona kukubatsira kuti udzokorore pane imwe nekudhonza data-inotsigirwa ruzivo kubva kune akawanda chiteshi. Ita hurongwa. Maagents anogona kutyora yako matikiti ekongiri uye oaendesa kune iwo zvikwata zvakaringana otomatiki. PaLinear, vamiririri vava kugadzira akawanda ematikiti. Basa revanhu nderekuongorora basa ravo uye kugadzirisa mamiriro nekufamba kwenguva.Execute. Bugs uye madiki maficha anopihwa zvakananga kune vamiririri vakaita seCodex uye Cursor. Pazvinhu zvakaoma, mainjiniya anovhura Claude Code uye anoshandisa Linear MCP kukwevera mune yakazara nyaya mamiriro.Kubva kuNan: Zvinoita sekuti kuwanda kwezvinogona kuitwa nevamiririri kuri kuwedzera kota yega yega. Mamodheru matsva nemaharnesses arikusundidzira muganho kubva pazvigadziriso zviri nyore kuenda kunowedzera kuoma mapurojekiti.Unoda kuvaka nevamiririri vakaita seLinear? Heano matanho mana anoshanda akagovanwa naNan pane zvingaitwe nechikwata chako nhasi: Wese mugadziri anofanirwa kusarudzika kune inotungamira ajenti coding chishandiso. Iri ndiro danho rekutanga riri nyore. Ipa chishandiso chepamutemo (Cursor, Claude Code, kana Codex) uye wochibata kuti uone kushandiswa.Kuwedzera neasync cloud coding agent. Async yekumashure vamiririri vanogona kupfura kamwe-shoma shanduko diki uye bug kugadzirisa. Cursor naDevin vane zvipo zvakanaka pano.Simbisa kuti vagadziri uye PMs vanoshanda zvakananga pane codebase. Vamiririri vakaita saClaude vanovhura nzira yakaderera-yekukwesha yePM uye vagadziri kuti vaite shanduko zvakananga mucodebase. Wese munhu anofanirwa kuyedza kuve muvaki.PMs nevashambadzi vanofanirwa kusarudzika kune AI interface. Aya mabasa anofanirwa kunge achiita 80-100% yebasa ravo kuburikidza nechat interface - ingave iri Claude, ChatGPT, Notion AI, kana chimwe chinhu chakafanana. Nan anoona ramangwana apo vanhu vachashanda pamwe nevamiririri padanho rinotsanangurwa - vachitsanangura zvinoda kuvakwa uye nei - uyezve kupfuudza zvinhu kune vamiririri kuti vabate zvese zviri pasi pemvura.Ramp: Kuyera kugona kweAI mumazinga manaRamp iri kukurumidza kusundira vashandi vavo kuti vave AI-yekuzvarwa mu4 nhanhoKana Linear ichiratidza maitiro ekuita vamiririri vekutanga-kirasi chikamu chekambani yako kuti vatore chikamu chechikwata chako chese. 2025, Ramp yakatumirwa 500+ features, yakasvika $ 1B mari, uye yakazviita zvose ne 25 PMs. Vakaita izvi nekuda basa rimwe nerimwe (eng, chigadzirwa, dhizaini, kutengesa, kushambadzira, pamutemo, mari) kubhodhi uye kushanda nevamiririri.Geoff (CPO Ramp) akagovera hurongwa hwekuongorora unyanzvi hweAI hunoita zvakanyanya kune umwe neumwe mushandi weGPT. Vanhu ava vangangove vasiri pakambani kwenguva refu. Kana iwe usiri munhu anotanga nemafungiro ekukura kune maturusi eAI, Geoff anoti zvichange zvakaoma zvikuru kukudzidzisa iwe kuti uwedzere. Vanhu ava vari kuyedza neAI asi havasati vaita otomatiki basa chairo.L2: Inovaka app inogadzirisa chikamu chavo.basa. Vanhu ava vanogona kuita kodhi kana kupa mhinduro ine musoro pabasa revamwe vanhu vachishandisa maturusi eAI.L3: Vagadziri vehurongwa. Vanhu ava vari kuvaka zvivakwa zveAI uye hunyanzvi hunomhanyisa munhu wese pachikwata.Chinangwa chekambani ndechekusimudzira munhu wese kumusoro. L0s kuzvisarudzira kunze. L1s inova L2s. L2s inova L3s. Uye maL3 anopesvedzera sangano rose. Geoff akagoverawo matanho mashanu anogona kutora chero kambani kuti ive AI-yekuzvarwa:Bvisa kupokana kwese. Ipa mukana kune akakurumbira maturusi eAI pasina zvipingaidzo pamatokeni kana mabhajeti uye gadzira yemukati repository yeAI hunyanzvi chero munhu anogona kudhonza kubva. Kana iyo setup yakaoma, vanhu vazhinji havaite adopt.Ita kugamuchirwa kuoneke. Gadzira veruzhinji Slack chiteshi apo vanhu vanogona kugovera izvo zvavakavaka. Pane zvese-maoko, ratidza vasiri mainjiniya vachiita zvinhu zvinokatyamadza, semari yekuvaka hurongwa hwehupfumi kana kushambadzira otomatiki webhusaiti kugadzira.Ipa maoko-parutsigiro. Host maawa emahofisi ayo chero munhu anogona kujoina kuvaka AI hunyanzvi uye workflows. Vakasarudza nyanzvi dzeAI dzine basa rese kuparidza evhangeri, kuita kuti vanhu vagadzike, uye nekuvabatsira kusvika pa "aha nguva." Tevera kushandiswa uye kupindira. Ramp inoteedzera mashandisirwo echiratidzo mukati meAI maturusi pamushandi. Hutungamiri hunogovera iyi data kugadzira kuzvidavirira kwechisikigo uye kupinda mukati kana kushandiswa kwemumwe munhu kwakaderera.Itai chinhu chinodiwa chekuhaya. Kubvunzurudza kwePM ikozvino kunosanganisira chikamu chakatsaurirwa kwaunoda kuvaka chigadzirwa chinoshanda uye wozotsanangura kuti sei wakachivaka uye kuti chinoshanda sei. Geoff akapfupikisa huzivi hwake hwehutungamiriri hwebasa rega rega paRamp mumutsara mumwe: Basa rako nderekuita otomatiki basa rako.Kubva kuGeoff: "Kana ndikaudza timu yangu kanokwana gumi kuti CTA inofanirwa kunge iri pamusoro pechikwata, kugadzirisa hakusi kutaura iyo nguva yechigumi neimwe. Iko kukodha iyo mhinduro mune otomatiki dhizaini crit process kana zuva rimwe chete AIar hunyanzvi uye AI hunyanzvi." Ramp inoratidza kuti makambani anotora sei maAI vamiririri, Fekitori inoratidza zvinoitika kana iwe ukavaka zvakavakomberedza kubva pazuva rekutanga. Fekitari ndeye makumi mashanu-munhu AI software yekuvandudza kambani inokosheswa madhora mazana matatu emamiriyoni iyo yakarongeka yakatenderedza AI kubva pasi kumusoro. Hezvino izvo zvinoita kuti vasiyane: Hire chigadzirwa mainjiniyaFactory haihaye maPM uye mainjiniya zvakasiyana. Pane kudaro, vanohaya mainjiniya echigadzirwa anodzora uye anoshanda nevamiriri veAI. Zuva rakajairwa rinoita senge: Ongorora zviteshi kubva kune mumiririri anomhanya kuti uone kwaita sarudzo dzisina kunaka. Nyora zvigadziriso kwete sekodhi, asi sehutongi (semuenzaniso, kugadziridzwa kwehunyanzvi, mutemo mutsva we lint, kana yakanatswa otomatiki)Ongorora chete maPRs ayo vamiririri vanoratidzira sevane njodzi huru (vamiririri vanochengeta vamwe vese).Ipa mazano matsva uye gakava rekutanga kune vaunoshanda navo uye AI.Iri basa harisi nyore uye rinoda hunyanzvi hwakadzama, asi iyo inorema-inoda kodhi inodiwa. codebase ivo vanogona chaizvo kushanda mukati kuti vashande. Factory zvibodzwa macodebases pamatanho mashanu ekukura, uye Level 3 ("Yakamisikidzwa") ndipo panofanira kutanga zvikwata zvizhinji zvanangana.Factory's ready ready frameworkEncode hunyanzvi muunyanzvi hunogona kushandiswazveKana codebase yako yagadzirira mumiririri, danho rinotevera riri kupa vamiririri ruzivo rwekuita sarudzo dzakanaka kuburikidza nehunyanzvi (chaizvoizvo kungonyora mafaera emakamaka). Fekitari inoshandisa hunyanzvi kuvharidzira nyanzvi uye ruzivo rwekambani mune chimwe chinhu chinogona kushandiswa chero nemumiririri kana mushandi. Heino rondedzero yehunyanzvi iyo Fekitori inoshandisa mukati uye inongedzo kune yavo yekumaka mafaera kuti iwe ukope uye ugadzirise: Chigadzirwa manejimendi hunyanzvi. Misimboti yechigadzirwa, 11-nyeredzi chiitiko chemaitiro (yakakweretwa kubva kuAirbnb's Brian Chesky), PRD template, zvibodzwa rubriki, uye nhungamiro yemutauro zvese mufaira rimwechete.Frontend UI yekubatanidza hunyanzvi. Inorayira Droid nezve magadzirirwo ekugadzira maficha uchishandisa Factory's dhizaini system, routing zvibvumirano, uye yekuyedza zviyero.AI data analyst hunyanzvi. Mhanyai kuongorora, gadzira zvinoonekwa, uye gadzira mishumo yenhamba uchishandisa iyo yakazara Python ecosystem.Internal zvishandiso hunyanzvi. Vakai admin mapanera, tsigiro yekunyaradza, uye dashboards anoshanda ane akakodzera kupinda zvidzore uye odhita matanda akabikwa mu.Vibe coding hunyanzvi. Kurumidza kuenzanisira maapplication matsva ewebhu kubva kumavambo ane mafuremu echizvino-zvino.Kana ukakwanisa kupinza izvo zvinozivikanwa nevanhu vako vepamusoro muunyanzvi, haufanirwe kuhaya mazvikokota pabasa rega rega. Matanho matanhatu ekuita zvese izviKuti udzokorore:Kuisa bhodhi uye manejimendi ndiro rava basa guru rebasa rega rega.Hezvino zvinhu zvitanhatu zvaunogona kushandisa izvozvi:KubvaLinear: Default yega yega mugadziri kune agentic coding chishandiso seCursor, Claude Code, kana Codex. Tora maPM uye vagadziri mucodebase. Rega vatumire maPR uye kodhi yekutumira vachishandisa vamiririri. Rega kufambisa shanduko diki yese kuburikidza neainjiniya.Kubva kuRamp:Yera hunyanzvi hweAI muchikwata chako. Ramp's 4 mazinga ehurongwa inokupa iwe yakagovaniswa mazwi ekuti vanhu vari kupi uye kwavanofanira kuenda. Tevera kushandiswa kweAI uye ita kuti ive chikamu chezvinotarisirwa kuita. Iwe haugone kuvandudza zvausingayere, uye zvinokurudzira zvine basa. Kubva kuFactory: Nyora yako codebase yekugadzirira mumiririri. Shandisa mazinga ekugadzirira mumiriri weFekitari kuti unzwisise kana codebase yako yagadzirira.Codify hunyanzvi hwechikwata chako muunyanzvi hunogona kushandiswa zvakare. Nyora zvinozivikanwa nevanhu vako vepamusoro mumafaira eunyanzvi uye ita kuti zvive nyore kuvanhu nevamiririri kuashandisa. Pamusoro pazvo, vamiririri vepabhodhi senge wawapinda munhu. Vape mamiriro ezvinhu, vabatanidze kune yako operation stack, uye chengetedza munhu kuzvidavirira kwezvigumisiro zvavo.Ndizivise zvaunofunga mumashoko!

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