Poolside AI Code Generation
Poolside yakanyatso pihwa mari yeAI yekutanga kuvaka nheyo mhando dzakanyanya kusimudzira software.
Pfupiso
Its big bet is that training on real software-engineering feedback, not just scraped code, will produce models that out-code general-purpose LLMs.
Kudzika Kwakadzika
Yakavambwa muna 2023 naJason Warner (aimbova GitHub CTO) naEiso Kant, Poolside yakatanga kuvaka mhando dzemuganho dzakanangana nekodhi chete pane chatbots. Yayo siginecha zano ndeye Reinforcement Kudzidza kubva kuCode Execution Feedback (RLCEF): pane kungofanotaura chiratidzo chinotevera, iyo modhi inonyora kodhi, inomhanyisa ichipesana nemiedzo uye vanosanganisa, uye inodzidza kubva kana yakanyatsoshanda. Poolside yakasimudza ingangoita madhora mazana matanhatu nemakumi matanhatu emamiriyoni emadhora mu2024 Series B pamutengo wemabhiriyoni matatu emadhora, nevanotsigira vanosanganisira Bain Capital Ventures uye gare gare Nvidia. Iyo kambani inotengesa kumabhizinesi anoda macode modhi akaiswa munzvimbo yavo, achisimbisa kuvanzika, pa-nzvimbo kana yakavanzika-gore yekutambira, uye vabatsiri vanotariswa kune emukati memutengi repositori kwete yekugovaniswa yeruzhinji API.
Technical Insight
RLCEF inobata iyo compiler uye test suite sechiratidzo chemubairo otomatiki. Iyo modhi inogadzira mhinduro dzevamiriri, inodziita, uye yekusimudzira kudzidza inosundidzira uremu kune zvinobuda zvinounganidza nekupasa bvunzo. Nekuti kurongeka kunogona kutariswa zvakarongeka, Poolside inogona kuburitsa zvinobudirira isina muganho wekugadzira yekudzidzisa mhinduro pasina manyorero evanhu, scalable loop iyo yakachena inotevera-chiratidzo pretraining pane static code repositories haigone kupa yega.
Strategic Impact
Vendor strategy
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.
Mutengo uye bhajeti
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.
Ngozi uye kuchengeteka
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.
Ramangwana rePoolside AI Code Generation
Poolside iri kukwikwidza se OpenAI, Anthropic, uye Cursor kuve nekugadzira bhizinesi kodhi. Tarisira kudzika kweagentic kugona (akawanda-mafaira edis, kuzvitonga basa kupedzisa), kusimba pa-nzvimbo kutumirwa kune anodzorwa maindasitiri, uye Nvidia-backed compute scaling. Mubvunzo wakakosha ndewekuti kodhi-chete nheyo modhi inogona kuramba iri pamberi peyakajairwa muganho modhi inoramba ichivandudza pachirongwa, uye kuti mabhizinesi anobhadhara here mari yekuvanzika uye kugadzirisa.
Real-World Implementation
Kuendesa yakavanzika kodhi mubatsiri mukati mebhangi yega zvivakwa saka proprietary source code haimbosiya firewall.
Kugadzira uye kugadzirisa otomatiki bvunzo dzeyuniti nekumhanyisa mubhokisi rejecha usati wazvikurudzira kune vanogadzira.
Kubatsira bhizinesi kugadzirisa hombe yenhaka codebase ine mazano emuenzaniso akaiswa kumaraibhurari emukati ekambani iyoyo.
Kupa autocomplete uye chat-based coding inobatsira kunyatso-tuta pane chaiyo mutengi repositori uye macoding magungano.
Njodzi & Guardrails
Zviziviso zvekutanga zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows.
Mitengo yeAPI kana shanduko yepolicy inogona kukanganisa fungidziro husiku.
Kutsamira kune mumwe-mutengesi kunowedzera kukiya-mukati uye mari yekufambisa.
Implementation Roadmap
Ongorora vanopa uchishandisa ako ega mabasa uye dataset.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.
Ramba Uchiongorora
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What is Poolside AI Code Generation?
Poolside yakanyatso pihwa mari yeAI yekutanga kuvaka nheyo mhando dzakanyanya kusimudzira software. Bheji rayo guru nderekuti kudzidziswa pane chaiyo software-engineering mhinduro, kwete chete scraped code, inoburitsa mamodheru ayo kunze-code general-chinangwa LLMs.
Ndeipi nzira yekudzidzisa yePoolside inozivikanwa?
Poolside's siginecha nzira ndeye RLCEF, uko modhi inomhanyisa yayo kodhi ichipesana nemiedzo uye vanosanganisa uye inodzidza kubva kana yakanyatso itwa nemazvo.
Mumwe wevabatsiri vePoolside akambobata basa rei?
Jason Warner, mubatsiri wePoolside, aimbove Chief Technology Officer weGitHub.
Chii chinosimbisa Poolside kune vatengi vemabhizinesi?
Poolside inotarisa mabhizinesi ane akavanzika uye-pa-nzvimbo yekutambira saka proprietary source code haisiye nharaunda yemutengi.
Ndeipi huru chip kambani yakava mushambadzi akakosha / mutsigiri wePoolside?
Nvidia akave mutsigiri wePoolside, achitsigira hukuru hwayo hwemakomputa zvido zvekudzidzisa miganhu kodhi modhi.
Sei mhinduro yekodhi yakakosha pakudzidzisa modhi yekodhi?
Nekuti ma compiler uye bvunzo dzinoratidza kurongeka zvine hurongwa, modhi inogona kuburitsa huwandu hwakakura hwemhinduro yekudzidziswa yega pasina kudhura kunyorwa kwevanhu.