YAPC::Kyoto 2023 Keynote
by
Yasuhiro Onishi
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*EPOJTIJେ߁༟גࣜձࣾͯͳऔక৫ɾج൫։ൃຊ෦ ࢲͱ1FSMͱ:"1$ͱͯͳͱࢲ Ϟϒ͕ϝΠϯΩϟϥΛࢦ͢
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:"1$,ZPUP͍͔͕Ͱ͔ͨ͠ʁ w ٱ͠ͿΓͷΦϑϥΠϯΠϕϯτָ͔ͬͨ͠Ͱ͢Ͷʂ w ϩϩͯ͠Δͱ1FSMϋοΧʔ͕͍Δײ͡ɺ͍͍Ͱ͢Ͷ w ٱ͠ͿΓʹձ͏ํɺॳΊ·ͯ͠ͷํɺΑΖ͓͘͠ئ͍͠ ·͢
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ࠓ͢͜ͱ w ͜ͷձɺژϦαʔνύʔΫɺͯͳۀͷ w ͯͳ1FSMͰαʔϏεΛ࡞Γ࢝Ίͯɺ·ͩݱ w Ͱͯͳपʂͱ͍͏۠ΓͰ͢ʢͰͨ͠ʣ w ࢲͱɺͯͳͱ1FSMͱ:"1$ΛৼΓฦΔͰ͢ w ˞ੲͱࣗޠΓʹͳΓ·͢
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ࠓ͞ͳ͍͜ͱ w $IBU(15
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Ͱɺ୭ʁ
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ࢲ w େ߁༟JEPOJTIJɹZBTVIJSP@POJTIJ w גࣜձࣾͯͳDPGPVOEFSݩΤϯδχΞ w औక৫ɾج൫։ൃຊ෦ਓࣄ෦ w ͯͳϒϩά w %FWFM,:51SPG
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גࣜձࣾͯͳʢએύʔτʣ
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hatena.co.jp/recruit ͯͳ࠾༻
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ࢲͱ1FSMͱ:"1$ͱͯͳͱࢲ
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ྐྵ ࢲ Perl YAPC ͯͳ ࢲ 2001 26 5.6.1 ༗ݶձࣾͯͳۀ@KRP ਓྗݕࡧͯͳ Perl (5.6) / Apache 1.3 / PostgreSQL CGI ΤϯδχΞ 2002 27 5.8.0 ͯͳΞϯςφ MySQL (3.23) mod_perl / ࣗࣾϑϨʔϜϫʔΫ(Hatena1) 2003 28 5.8.1 ͯͳμΠΞϦʔ ࣗ࡞αʔόʔ 2004 29 5.8.3 ౦ژҠస / גࣜձࣾͯͳ վ ͯͳάϧʔϓ / ϑΥτϥΠϑ / Χϯλʔ Apache2 (mod_perl2) Hatena2 2005 30 5.8.7 ͯͳϒοΫϚʔΫ / άϥϑ / Ϛοϓ / RSS / Ϧϯά / ΞΠσΞ lighttpd / Memcached 2006 31 5.8.8 YAPC::Asia Tokyo 2006 Haetna Inc. / ΣϒਐԽ ͯϥϘ / ͯͳಗ໊μΠΞϦʔ νʔϑΤϯδχΞ YAPC ॳࢀՃ 2007 32 5.8.8 YAPC::Asia Tokyo 2007 ͯͳελʔ / ϝοηʔδ / ͯͳϋΠΫ / ϫʔϧυ Rimo ৽ɾࣗࣾϑϨʔϜϫʔΫʢRidge/MoCoʣ 2008 33 5.8.9 YAPC::Asia Tokyo 2008 ։ൃڌΛژʹ / αϚʔΠϯλʔϯ ͯͳΩʔϫʔυ / ͏͝ϝϞͯͳ ٕज़෦ / Πϯϑϥ෦ Hadoop 2009 34 5.10.1 YAPC::Asia Tokyo 2009 Flipnote Hatena ͯͳχϡʔε / ϋΠΫ2 2010 35 5.12.0 YAPC::Asia Tokyo 2010 ͯͳϥϯυ / ίί / ϞϊϦε nginx / Varnish Solr YAPC ॳొஃ LT 2011 36 5.14.0 YAPC::Asia Tokyo 2011 ͯͳϒϩά / ·ͱΊ ܰྔϑϨʔϜϫʔΫ / AWS Objective-C σΟϨΫλʔ / ͯͳϒϩά YAPC ʮ৽ͯͳμΠΞϦʔͷཪଆʯ 2012 37 5.16.0 YAPC::Asia Tokyo 2012 ౦ژ։ൃηϯλʔ Miiverse / ͯͳOne / ΞϧόϜ GitHub Enterprise / Redis ϦʔϯɾελʔτΞοϓ / A/Bςετ / KPT YAPCʮRedmine::Chan Ͱ IRC ͔ΒϓϩδΣΫτཧʯ 2013 38 5.18.0 YAPC::Asia Tokyo 2013 ͯͳεϖʔε ElasticSearch εΫϥϜ։ൃ ϓϩσϡʔαʔ YAPCʮͯͳϒϩάͷ։ൃϑϩʔʯ 2014 39 5.20.0 YAPC::Asia Tokyo 2014 Mackerel / ͯͳϒϩάMedia / BrandSafeͯͳ / δϟϯϓϧʔΩʔ Scala Go ࣥߦһ αʔϏε։ൃຊ෦ YAPCʮ։ൃ߹॓ʂʂʂʂ ʯ 2015 40 5.22.0 YAPC::Asia Tokyo 2015 ͋ͨ͠ͷϠϯάδϟϯϓ / Pinga Swift TypeScript YAPC ϦδΣΫτ 2016 41 5.24.0 YAPC::Hokkaido 2016 ౦ূϚβʔζ্ ΧΫϤϜ / Ոిձٞ ٕज़άϧʔϓ αʔόʔϨε / React αʔϏεɾγεςϜ։ൃຊ෦ 2017 42 5.26.0 YAPC::Kansai 2017 YAPC::Fukuoka 2017 GigaViewer for Web ΠΧϦϯά2 / গδϟϯϓ+ / ͱͳΓͷϠϯάδϟϯϓ Kotlin Python 2018 43 5.28.0 YAPC::Okinawa 2018 ίϛοΫDAYS ϓϩμΫτΦʔφʔγοϓ YAPC ࢀՃ 2019 44 5.30.0 YAPC::Tokyo 2019 εϚϓϥε / ίϛοΫΨϧυ SRE GraphQL 2020 45 5.32.0 (YAPC::Kyoto 2020) ຐ๏ͷiΒΜͲ Kubernetes Next.js औక YAPC Ωʔϊʔτະ 2021 46 5.34.0 ϚϯΨϊ Giga Viewer for Apps DX Criteria GitHub Actions 2022 47 5.36.0 YAPC::Japan::Online 2022 ژΦϑΟεҠస / ϑϧϦϞʔτ ΠΧϦϯά3 SwiftUI Jetpack Compose ৫ɾج൫։ൃຊ෦ ਓࣄ෦ 2023 48 5.38.0 YAPC::Kyoto 2023 YAPC Ωʔϊʔτ
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ࢲͱ1FSM NJOPSWFSTJPO
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ࢲͱͯͳ w ੩Ԭେֶֶ෦ใֶࣝՊʢݱɾใֶ෦ʣதୀ w ࡀ ɺ੩ԬͰىۀʢ࣌·͍ͩ͠&$ʣ w ɺۙ౻३ KLPOEP ͔Β༠ΘΕɺͯͳͷۀʹKPJO w ΪϦΪϦͷλΠϛϯάɺ໊͔ΓDPGPVOEFSͰ͢ w 8FCϓϩάϥϛϯάະܦݧ͔Β
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ͯͳͱ1FSM
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8%#1SFTT ୈ߸ ݄ ୈ߸ ݄
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͖ͳ1FSM w 1FSM w $FOU04ܥͷSQN͕QFSMFMJSQN w ʹ্͛͘ΒΕͣɺਖ਼نදݱͷόάͰۤ࿑͢Δ
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ۀ࣌ͷ։ൃڥ w υεύϥژళͰങͬͨ#50ϊʔτ 8JOEPXT w लؙΤσΟλ w όʔδϣϯཧͯ͠ͳ͍ w 1FSM w ϩʔΧϧαʔόʔͳ͠ d
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ژϦαʔνύʔΫ߸ؗ'
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ͯͳͱ,31
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ͯͳͱ,31
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ͯͳͱ,31
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d w ,31ʹͯۀʢਓʣ w ਓྗݕࡧͯͳ w ͯͳΞϯςφ w ͯͳμΠΞϦʔ w ࣗࣾαʔϏεͰച্Λ্͛ΒΕͣɺडୗ։ൃΛ͠ͳ͕Β৽αʔ ϏεΛ্ཱͪ͛Δ
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ྐྵ Perl YAPC ͯͳ 2001 5.6.1 ༗ݶձࣾͯͳۀ@KRP ਓྗݕࡧͯͳ Perl (5.6) / Apache 1.3 / PostgreSQL CGI 2002 5.8.0 ͯͳΞϯςφ MySQL (3.23) mod_perlࣗࣾϑϨʔ ϜϫʔΫ(Hatena1) 2003 5.8.1 ͯͳμΠΞϦʔ ࣗ࡞αʔόʔ
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d w ͯͳ౦ژҠస w ༏लͳΤϯδχΞ͕ଓʑೖࣾ w ɹOBPZB͞Μ͕ೖࣾɺ$50ͱͳΓʮٕज़ͷͯͳʯ w ͯͳϒοΫϚʔΫ w ʮͯͳ̋̋ʯΛଓʑϦϦʔε͠ɺച্ߏडୗ͔Βࣗࣾ
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ྐྵ Perl YAPC ͯͳ ࢲ 2004 5.8.3 ౦ژҠస / גࣜձࣾͯͳ վ ͯͳάϧʔϓ / ϑΥτϥΠ ϑ / Χϯλʔ Apache2 (mod_perl2) Hatena2 2005 5.8.7 ͯͳϒοΫϚʔΫ / άϥ ϑ / Ϛοϓ / RSS / Ϧϯά / ΞΠσΞ lighttpd / Memcached
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ͯͳϒοΫϚʔΫ
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ͦͷࠒͷࢲ w ҰਓडୗνʔϜ w ༏लͳΤϯδχΞ͕ͲΜͲΜೖͬͯ͘Δ͕ɺ൴ΒʹࣗࣾαʔϏ εɺ৽αʔϏεʹܞΘͬͯ΄͔ͬͨ͠
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ͯͳ w Ҿ͖ଓ͖ʮͯͳ̋̋ʯαʔϏεΛग़͢ʢ͕ʜʣ w ɺ։ൃڌΛژʹ w ʮ͏͝ϝϞͯͳʯʮ'MJQOPUF)BUFOBʯ w αϚʔΠϯλʔϯ
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ྐྵ Perl YAPC ͯͳ ࢲ 2006 5.8.8 YAPC::Asia Tokyo 2006 Haetna Inc. / ΣϒਐԽ ͯϥϘ / ͯͳಗ໊μΠΞϦʔ νʔϑΤϯδχΞ YAPC ॳࢀՃ 2007 5.8.8 YAPC::Asia Tokyo 2007 ͯͳελʔ / ϝοηʔδ / ͯͳ ϋΠΫ / ϫʔϧυ Rimo ৽ɾࣗࣾϑϨʔϜϫʔΫ ʢRidge/MoCoʣ 2008 5.8.9 YAPC::Asia Tokyo 2008 ։ൃڌΛژʹ / αϚʔΠϯλʔ ϯ ͯͳΩʔϫʔυ / ͏͝ϝϞͯͳ ٕज़෦ / Πϯϑϥ෦ Hadoop 2009 5.10.1 YAPC::Asia Tokyo 2009 Flipnote Hatena ͯͳχϡʔε / ϋΠΫ2 2010 5.12.0 YAPC::Asia Tokyo 2010 ͯͳϥϯυ / ίί / ϞϊϦε nginx / Varnish Solr YAPC ॳొஃ LT
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ͦͷࠒͷࢲ w ۙ౻νʔϜʢϯύϧϯύʣ w ӡ༻νʔϜ w ओྗνʔϜ w ໊લΛม͑ͭͭɺʮطଘαʔϏεͷϝϯςɾӡ༻ʯΛओʹ
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ϯύϧϯύ w өըʮνϟʔϦʔͱνϣίϨʔτʯʹొ͢Δখਓ
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w ΤϯδχΞ͔ΒσΟϨΫλʔʹ w :"1$"TJB5PLZPͰʮ৽ͯͳμΠΞϦʔͷཪଆʯͱ ͯͯ͠ͳϒϩάͷൃද w ͯͳϒϩάϦϦʔε
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ྐྵ ࢲ Perl YAPC ͯͳ ࢲ 2001 26 5.6.1 ༗ݶձࣾͯͳۀ@KRP ਓྗݕࡧͯͳ Perl (5.6) / Apache 1.3 / PostgreSQL CGI ΤϯδχΞ 2002 27 5.8.0 ͯͳΞϯςφ MySQL (3.23) mod_perl / ࣗࣾϑϨʔϜϫʔΫ(Hatena1) 2003 28 5.8.1 ͯͳμΠΞϦʔ ࣗ࡞αʔόʔ 2004 29 5.8.3 ౦ژҠస / גࣜձࣾͯͳ վ ͯͳάϧʔϓ / ϑΥτϥΠϑ / Χϯλʔ Apache2 (mod_perl2) Hatena2 2005 30 5.8.7 ͯͳϒοΫϚʔΫ / άϥϑ / Ϛοϓ / RSS / Ϧϯά / ΞΠσΞ lighttpd / Memcached 2006 31 5.8.8 YAPC::Asia Tokyo 2006 Haetna Inc. / ΣϒਐԽ ͯϥϘ / ͯͳಗ໊μΠΞϦʔ νʔϑΤϯδχΞ YAPC ॳࢀՃ 2007 32 5.8.8 YAPC::Asia Tokyo 2007 ͯͳελʔ / ϝοηʔδ / ͯͳϋΠΫ / ϫʔϧυ Rimo ৽ɾࣗࣾϑϨʔϜϫʔΫʢRidge/MoCoʣ 2008 33 5.8.9 YAPC::Asia Tokyo 2008 ։ൃڌΛژʹ / αϚʔΠϯλʔϯ ͯͳΩʔϫʔυ / ͏͝ϝϞͯͳ ٕज़෦ / Πϯϑϥ෦ Hadoop 2009 34 5.10.1 YAPC::Asia Tokyo 2009 Flipnote Hatena ͯͳχϡʔε / ϋΠΫ2 2010 35 5.12.0 YAPC::Asia Tokyo 2010 ͯͳϥϯυ / ίί / ϞϊϦε nginx / Varnish Solr YAPC ॳొஃ LT 2011 36 5.14.0 YAPC::Asia Tokyo 2011 ͯͳϒϩά / ·ͱΊ ܰྔϑϨʔϜϫʔΫ / AWS Objective-C σΟϨΫλʔ / ͯͳϒϩά YAPC ʮ৽ͯͳμΠΞϦʔͷཪଆʯ 2012 37 5.16.0 YAPC::Asia Tokyo 2012 ౦ژ։ൃηϯλʔ Miiverse / ͯͳOne / ΞϧόϜ GitHub Enterprise / Redis ϦʔϯɾελʔτΞοϓ / A/Bςετ / KPT YAPCʮRedmine::Chan Ͱ IRC ͔ΒϓϩδΣΫτཧʯ 2013 38 5.18.0 YAPC::Asia Tokyo 2013 ͯͳεϖʔε ElasticSearch εΫϥϜ։ൃ ϓϩσϡʔαʔ YAPCʮͯͳϒϩάͷ։ൃϑϩʔʯ 2014 39 5.20.0 YAPC::Asia Tokyo 2014 Mackerel / ͯͳϒϩάMedia / BrandSafeͯͳ / δϟϯϓϧʔΩʔ Scala Go ࣥߦһ αʔϏε։ൃຊ෦ YAPCʮ։ൃ߹॓ʂʂʂʂ ʯ 2015 40 5.22.0 YAPC::Asia Tokyo 2015 ͋ͨ͠ͷϠϯάδϟϯϓ / Pinga Swift TypeScript YAPC ϦδΣΫτ 2016 41 5.24.0 YAPC::Hokkaido 2016 ౦ূϚβʔζ্ ΧΫϤϜ / Ոిձٞ ٕज़άϧʔϓ αʔόʔϨε / React αʔϏεɾγεςϜ։ൃຊ෦ 2017 42 5.26.0 YAPC::Kansai 2017 YAPC::Fukuoka 2017 GigaViewer for Web ΠΧϦϯά2 / গδϟϯϓ+ / ͱͳΓͷϠϯάδϟϯϓ Kotlin Python 2018 43 5.28.0 YAPC::Okinawa 2018 ίϛοΫDAYS ϓϩμΫτΦʔφʔγοϓ YAPC ࢀՃ 2019 44 5.30.0 YAPC::Tokyo 2019 εϚϓϥε / ίϛοΫΨϧυ SRE GraphQL 2020 45 5.32.0 (YAPC::Kyoto 2020) ຐ๏ͷiΒΜͲ Kubernetes Next.js औక YAPC Ωʔϊʔτະ 2021 46 5.34.0 ϚϯΨϊ Giga Viewer for Apps DX Criteria GitHub Actions 2022 47 5.36.0 YAPC::Japan::Online 2022 ژΦϑΟεҠస / ϑϧϦϞʔτ ΠΧϦϯά3 SwiftUI Jetpack Compose ৫ɾج൫։ൃຊ෦ ਓࣄ෦ 2023 48 5.38.0 YAPC::Kyoto 2023 YAPC Ωʔϊʔτ
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ྐྵ ࢲ 2001 26 ΤϯδχΞ 2002 27 2003 28 2004 29 2005 30 2006 31 νʔϑΤϯδχΞ / YAPC ॳࢀՃ 2007 32 2008 33 2009 34 2010 35 YAPC ॳొஃ LT
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ࢲͱ:"1$
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ྐྵ YAPC ࢲ 2006 YAPC::Asia Tokyo 2006 YAPC ॳࢀՃ 2007 YAPC::Asia Tokyo 2007 2008 YAPC::Asia Tokyo 2008 2009 YAPC::Asia Tokyo 2009 2010 YAPC::Asia Tokyo 2010 YAPC ॳొஃ LT 2011 YAPC::Asia Tokyo 2011 YAPC ʮ৽ͯͳμΠΞϦʔͷཪଆʯ 2012 YAPC::Asia Tokyo 2012 YAPCʮRedmine::Chan Ͱ IRC ͔ΒϓϩδΣΫτཧʯ 2013 YAPC::Asia Tokyo 2013 YAPCʮͯͳϒϩάͷ։ൃϑϩʔʯ 2014 YAPC::Asia Tokyo 2014 YAPCʮ։ൃ߹॓ʂʂʂʂ ʯ 2015 YAPC::Asia Tokyo 2015 YAPC ϦδΣΫτ
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:"1$"TJB5PLZP
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:"1$"TJB5PLZP
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:"1$"TJB5PLZP
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:"1$"TJB5PLZP
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ྐྵ YAPC ࢲ 2006 YAPC::Asia Tokyo 2006 YAPC ॳࢀՃ 2007 YAPC::Asia Tokyo 2007 2008 YAPC::Asia Tokyo 2008 2009 YAPC::Asia Tokyo 2009 2010 YAPC::Asia Tokyo 2010 YAPC ॳొஃ LT 2011 YAPC::Asia Tokyo 2011 YAPC ʮ৽ͯͳμΠΞϦʔͷཪଆʯ 2012 YAPC::Asia Tokyo 2012 YAPCʮRedmine::Chan Ͱ IRC ͔ΒϓϩδΣΫτཧʯ 2013 YAPC::Asia Tokyo 2013 YAPCʮͯͳϒϩάͷ։ൃϑϩʔʯ 2014 YAPC::Asia Tokyo 2014 YAPCʮ։ൃ߹॓ʂʂʂʂ ʯ 2015 YAPC::Asia Tokyo 2015 YAPC ϦδΣΫτ
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:"1$"TJB5PLZP
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:"1$"TJB5PLZP
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:"1$"TJB5PLZP 5IF5BMFPG1MBDL5BUTVIJLP.JZBHBXB:"1$"TJB5PLZP
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:"1$"TJB5PLZP IUUQTXXXTMJEFTIBSFOFUPOJTIJTT
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:"1$"TJB5PLZP
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:"1$"TJB5PLZP IUUQTTQFBLFSEFDLDPNPOJTIJIBUFOBCMPHEFWFMPQNFOU fl PX
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:"1$"TJB5PLZP IUUQTTQFBLFSEFDLDPNPOJTIJIBUFOBDBNQ
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:"1$"TJB5PLZP w ࠷ޙͷ:"1$"TJB5PLZPʂʂ w τʔΫϦδΣΫτ͞Ε·ͨ͠
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:"1$,ZPUP w ΩʔϊʔτʹબΜͰ͍͖ͨͩɺࠓͷ͜ͷΛ͠Α͏ͱ w ͯͳपɺۀͷɺٱ͠ͿΓͷ:"1$ొஃ w ͕ɺίϩφͰԆظͱͳΔ
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%FWFM,:51SPG
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%FWFM,:51SPG
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,BOTBJQN IUUQTXXXTMJEFTIBSFOFUPOJTIJTT
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సػ
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Ϟϒͷ··͡ΌͩΊͩͱࢥ͖͔͚ͬͨͬ w %FWFM,:51SPGTIJQJU ॳ$1"/ wOBPZB͞Μͯͳୀ৬ w:"1$ॳొஃ ٕज़Πϕϯτॳొஃ w ,BOTBJQNॳొஃ w σΟϨΫλʔ w ͯͳϒϩάϦϦʔε
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:"1$"TJB5PLZP 5IF5BMFPG1MBDL5BUTVIJLP.JZBHBXB:"1$"TJB5PLZP
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ྐྵ YAPC ࢲ 2006 YAPC::Asia Tokyo 2006 YAPC ॳࢀՃ 2007 YAPC::Asia Tokyo 2007 2008 YAPC::Asia Tokyo 2008 2009 YAPC::Asia Tokyo 2009 2010 YAPC::Asia Tokyo 2010 YAPC ॳొஃ LT 2011 YAPC::Asia Tokyo 2011 YAPC ʮ৽ͯͳμΠΞϦʔͷཪଆʯ 2012 YAPC::Asia Tokyo 2012 YAPCʮRedmine::Chan Ͱ IRC ͔ΒϓϩδΣΫτཧʯ 2013 YAPC::Asia Tokyo 2013 YAPCʮͯͳϒϩάͷ։ൃϑϩʔʯ 2014 YAPC::Asia Tokyo 2014 YAPCʮ։ൃ߹॓ʂʂʂʂ ʯ 2015 YAPC::Asia Tokyo 2015 YAPC ϦδΣΫτ
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هࣄࠂग़ԋ 2010/10 ͯͳνʔϑΤϯδχΞ͕ฉ͘ɺαΠϘζLiveͷΞδϟΠϧͳ։ൃݱ - ͯͳχϡʔε 2011/03 Perlͷࣗ࡞ϑϨʔϜϫʔΫͰ࡞ΔɺΞδϟΠϧͳWebαʔϏε - ͯͳχϡʔε 2011/06 உͷࢠճ࿏શ։ʂ τϥϯεϑΥʔϚʔͷ໘ന͞ΛϩϘοτΫϦΤΠλʔͷߴڮ͞ΜͱޠͬͯΈͨ - ͯͳχϡʔε 2011/12 ʮΫϥυج൫͔Β࡞Γ·ͨ͠ʯ――ͯͳνʔϑΤϯδχΞͱid:TAKESAKO͕ฉ͘ʮcybozu.comʯ 2013/11 ैདྷͷύλʔϯϑΝΠϧܕͰ͛ͳ͍ʁ ࠷৽ϚϧΣΞࣄͱاۀηΩϡϦςΟΛγϚϯςοΫʹฉ͍ͯΈͨ - ͯͳχϡʔε 2014/03 WebαʔϏε։ൃͰഓͬͨ෩ͰΞυςΫΛख͕͚ɺඵؒ5ສϦΫΤετʹΉʂ ϦΫϧʔτίϛϡχέʔγϣϯζ×ͯͳ࠲ஊձ 2014/12 ͯͳͷ։ൃݱΛForkwell Jobsͷ͓͓͔Ώ͔͞Μ͕୳Δʂ “ΤϯδχΞͷՁ”Λ্͛ΔΠϯλϏϡʔͱ 2015/03 ʮͬͨ։ൃڥʯʮ༏लͳؒʯʮ5͔࣌ΒϏʔϧʯ ձࣾʹདྷΔͷָ͕͘͠ͳΔΤϯδχΞఱࠃɾIndeedͱʁ - ͯͳχϡʔε 2015/11 ᖒ͔͋ͱͯͳେ͕ϦΫϧʔτϚʔέςΟϯάύʔτφʔζͷഭ͞ΜʹʮΤϯδχΞͷಇ͖͍͢৬ͬͯʁʯͱฉ͍ͯΈͨɻ 2015/12 ᖒ͔͋ͱͯͳେ͕ΫοΫύουͷখ͞ΜʹʮΤϯδχΞͷಇ͖͍͢৬ͬͯʁʯͱฉ͍ͯΈͨɻ 2016/01 ྔࢠΞχʔϦϯάɺήʔϜAIͰότϧɺ։ൃ߹॓Ͱυϩʔϯ――ٕज़ऀͷઓΛࢧԉʂ ϦΫϧʔτίϛϡχέʔγϣϯζ×ͯͳ࠲ஊձ 2016/01 ᖒ͔͋ͱͯͳେ͕εϚʔτχϡʔεͷલా͞ΜʹʮΤϯδχΞͷಇ͖͍͢৬ͬͯʁʯͱฉ͍ͯΈͨɻ 2016/03 ᖒ͔͋ͱͯͳେ͕Ϡϑʔͷଜ্͞ΜʹʮΤϯδχΞͷಇ͖͍͢৬ͬͯʁʯͱฉ͍ͯΈͨɻʲલฤʳ 2016/03 ᖒ͔͋ͱͯͳେ͕ιχʔͷ্͞ΜʹʮΤϯδχΞͷಇ͖͍͢৬ͬͯʁʯͱฉ͍ͯΈͨɻʲલฤʳ 2016/04 ඵؒ100ສϦΫΤετΛࢧ͑ΔΦʔϓϯιʔεͷίʔυΛॻ͘ϠϑʔͷΠϯϑϥνʔϜʹɺͯͳΤϯδχΞ͕ഭΔ 2018/09 ٕज़ͱϏδωεͷϋϒʹͳΔʂ ϓϩμΫτ։ൃͷͨΊʹΤϯδχΞͱΨνͰٞ͢ΔϦΫϧʔτίϛϡχέʔγϣϯζͷITϓϥϯφʔͷׂͱ
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