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一休の現在と、ここまでの道のり

 一休の現在と、ここまでの道のり

Naoya Ito

July 04, 2019
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  1. Ұٳͷݱࡏͱɺ͜͜·ͰͷಓͷΓ
    /BPZB*UP
    גࣜձࣾ Ұٳ $50

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  2. ΞδΣϯμ
    • ձࣾͷΦʔόʔϏϡʔ
    • Ұٳͷ։ൃͷݱঢ়
    • Ͳ͏΍ͬͯ͜͜·Ͱ͖͔ͨ
    • ൓লͱߟ࡯

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  3. גࣜձࣾ ҰٳͷΦʔόʔϏϡʔ

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  6. 株式会社一休 会社紹介資料
    https://speakerdeck.com/kensuketanaka/introduce-ikyu

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  7. γϯϓϧͳϏδωεϞσϧ

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  9. TypeScript Vue.js Node.js
    Python 3 Linux
    Kubernetes
    Apache Airflow
    GitHub CircleCI AppVeyor Datadog

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  10. ϗςϧ༧໿ɺϨετϥϯ༧໿γεςϜͷಛ௕ ։ൃͷ໘ന͞

    • ચ࿅͞Εͨ6*ͱ࣮֬ͳۀ຿γεςϜ
    – ʮϗςϧ Ϩετϥϯͷ༧໿ʯͱ͍͏ۀ຿γεςϜ
    • ۭ੮؅ཧ ࡏݿ
    ɺ೔࣌ͷྉۚߋ৽ɺ༧໿ۀ຿ɺ࣮੷ूܭɺܾࡁ ŋŋŋ
    • ࢪઃͷγεςϜɺ֤ࣾαΠτίϯτϩʔϥʔͱ "1*Ͱܨ͕ΓࣗಈͰࡏݿ΍ྉۚσʔλ͕࿈ܞ
    • γϯϓϧͳϏδωεϞσϧ
    – ։ൃ͕ࣄۀʹ༩͑ΔӨڹ͕Θ͔Γ΍͍͢

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  11. Ұٳͷ։ൃͷݱঢ়

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  13. ҰٳͷΫʔϙϯ͸ɺҰٳͷ։ൃͷࠓ͕ू໿͞Εͨܳ
    • ෳ਺νʔϜͷγεςϜ͕࿈ܞͯ͠ɺࣗಈͰɺϢʔβʔʹϏδωεޮՌͷߴ͍Ϋʔϙϯ
    Λૹ͍ͬͯΔ
    – Ϛʔέλʔ͕࡞ͬͨػցֶशͷϞσϧ
    – جװ%#͔Βͷ &5-Ͱߏங͞ΕΔ %8)
    – جװγεςϜʹ͋Δۀ຿࣮ߦ"1*
    – ৴པੑͷߴ͍ϝοηʔδ഑৴γεςϜ ϚʔέςΟϯάΦʔτϝʔγϣϯ

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  14. • ͨͱ͑͹ɺϚʔέλʔ͕ +VQZUFS 1ZUIPO
    ͰɺػցֶशͰΫʔϙϯ഑෍Ωϟϯϖʔϯͷ
    ϞσϧΛ࡞Δ
    – ΫʔϙϯΛ഑෍͍ͨ͠ϢʔβʔΛ౷ܭσʔλ͔Β֬ఆͤ͞ΔϞσϧ
    – Ϋʔϙϯ֫ಘ"1*Λݺͼɺ֤ϢʔβʔʹΫʔϙϯίʔυΛׂΓ౰ͯ
    • ຖ೔ɺجװ%#ͦͷଞ͔Βͷ &5-Ͱɺ%8)ʹۀ຿σʔλ͕ߏங͞ΕΔ
    • "JS'MPX͕ɺ%8)ߏங͕ऴΘͬͨ͋ͱʹɺ+VQZUFSʹॻ͔ΕͨϞσϧʹΑΔΫʔϙϯ഑
    ෍ର৅ऀநग़ϩδοΫΛ࣮ߦ
    • ಺੡ͷϚʔέςΟϯάΦʔτϝʔγϣϯπʔϧ .BSLFUJOH$MPVE
    ͕ɺநग़݁ՌΛर͍ɺ
    ର৅ऀʹΫʔϙϯΛҰ੪഑৴͢Δ

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  16. ૎Δ͜ͱ೥લ ŋŋŋ
    一休での開発における改善の取組み
    https://speakerdeck.com/kensuketanaka/devops-at-ikyu

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  17. ݱࡏ(JU)VCϨϙδτϦͷ 3&"%.&ΑΓ

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  21. 1ZUIPOEBUBDMBTTUZQFTŋŋŋ ϓϨʔϯͳΦϒδΣΫτʹΑΔυϝΠϯϞσϧ

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  22. ϨΠϠʔυΞʔΩςΫνϟ ŋŋŋ 42-͸ 1ZUIPOͷσʔλߏ଄Ͱهड़

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  24. (SBQIFOFͰ (SBQI2-ʹ

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  25. 'MBTL

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  30. ૊৫ߏ଄
    • Ҏલ ŋŋŋ ػೳܕ૊৫
    – ΤϯδχΞ͸Ұ཯ͰʮγεςϜ։ൃ෦ʯʹॴଐ
    • ࠷ۙ·Ͱ ŋŋŋ ໨తܕ૊৫
    – σβΠφʔɺΤϯδχΞɺσΟϨΫλʔ͕খ͞ͳνʔϜʹͳͬͯϛογϣϯΛ࣋ͭ
    – ू٬νʔϜɺ༧໿͠΍͘͢͢ΔνʔϜ ŋŋŋ
    • ࠓ ŋŋŋ ໨తܕ૊৫ ϓϩδΣΫτ૊৫
    – جຊ͸໨తܕ૊৫
    – େ͖ͳϓϩδΣΫτ͸ɺϓϩδΣΫτ͕νʔϜʹͳΔ
    • ྫΧʔυܾࡁϓϩδΣΫτνʔϜɺݕࡧվળϓϩδΣΫτνʔϜ

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  31. ૊৫తʹɺͲ͏΍ٕͬͯज़ج൫ΛਐԽɾҡ͍࣋ͤͯ͞Δ͔
    • ςοΫϦʔυͷଘࡏ
    – αʔόʔαΠυ ŋŋŋ $50ؚΉ ໊ ΞʔΩςΫνϟɺ1ZUIPOϕετϓϥΫςΟε

    – ϑϩϯτΤϯυ ŋŋŋ ॓ധࣄۀɺϨετϥϯࣄۀͦΕͧΕʹ໊
    – ΠϯϑϥपΓ ŋŋŋ ໊ ओʹ $POUBJOFSJ[BUJPO.JDSPTFSWJDFTϓϥοτϑΥʔϜ

    • ʮ܅͕ςοΫϦʔυͩʯͱ೚໋ͨ͠Θ͚Ͱͳ͘ɺͩΜͩΜͦ͏ͳ͍ͬͯͬͨ
    • ςοΫϦʔυ͸ɺϚωʔδϟ͕͋Δఔ౓ɺٕज़ج൫ܥͷ͜ͱʹϑΥʔΧε͍ͤͯ͞Δ
    – ͨͩ͠ɺৗʹͦΕ͹͔Γ΍͍ͬͯΔΘ͚Ͱ͸ͳ͍
    – ௨ৗͷػೳ։ൃ΍ӡ༻Λ΍Βͳ͍ͱɺυϝΠϯ஌͕ࣝखʹೖΒͳ͍

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  32. ͪͳΈʹ ŋŋŋ ػೳ։ൃΛࢥ͍͖ͭͰ΍Δ͜ͱ͸ɺ·ͣͳ͍
    • ΤϯδχΞͷࢥ͍͖ͭͰػೳ௥ՃΛߦ͏ɺ͜ͱ͸ઈରʹͳ͍
    – ͲΜͳମݧΛϢʔβʔʹఏڙ͢΂͖͔ɺͱ͍͏ͷΛపఈతʹߟ͑Δ Α͏ʹͳͬͨ

    – ਺ࣈͰޮՌݕূ͸΋ͪΖΜ͢Δ
    • Ұٳ͸ϗςϧ༧໿ࣄۀɺϨετϥϯ༧໿ࣄۀͷձࣾͰ͋ͬͯɺιϑτ΢ΣΞ։ൃͷձࣾͰ
    ͸ͳ͍
    – ͘͜͜͢͝ॏཁɻҎ߱ͷ࿩΋͜ΕΛલఏʹฉ͍ͯཉ͍͠
    – ϗςϧΛ༧໿͍ͨ͠ɺϨετϥϯΛ༧໿͍ͨ͠ਓͨͪͷͨΊʹձ͕ࣾ͋Δɻιϑτ΢ΣΞΛ࢖͍
    ͍ͨਓͷͨΊʹձ͕ࣾ͋ΔΘ͚Ͱ͸ͳ͍

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  33. ೥લɺ೥ޙ

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  34. Ͳ͏΍ͬͯ͜͜·Ͱདྷ͔ͨ

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  35. https://speakerdeck.com/naoya/ji-shu-de-fu-zhai-toxiang-kihe-u

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  36. վળͷ࢝·Γ
    • ೥લ ʮ*4)*/ʯϓϩδΣΫτ
    – ʮٕज़ސ໰ʯ Θͨ͠
    ͕ ʙ िʹҰճɺ࣌ؒఔ౓ͷϛʔςΟϯάΛ։ൃϝϯόʔͱߦ͏
    – ։ൃϝϯόʔ͸ɺϛʔςΟϯάͰܾ·ͬͨ͜ͱΛ࣮ߦ
    – ͜ͷ܁Γฦ͠
    • ೥Ͱɺ؆୯ʹղܾͰ͖Δ͜ͱ͔Β࢝·Γɺ৭ʑͳ͜ͱ͕վળͨ͠
    – (JU)VCϑϩʔͷಋೖ
    – ίʔυϨϏϡʔͷश׳͚ͮ
    – σϓϩΠͷࣗಈԽɾ&&ςετʹΑΔ҆ఆతͳσϓϩΠ

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  37. ٕज़ސ໰࣌୅͸ɺͲΜͳ΍ΓͱΓ͕ߦΘΕ͍͔ͯͨ
    • ҎԼͷͭΛɺސ໰ͱͯ͠αϙʔτ
    – ʮ໰୊Λղܾ͢ΔʯͰ͸ͳ͘ʮ໰୊Λཧղ͢Δʯ͜ͱͷख఻͍
    – ܧଓతʹ໰୊ʹऔΓ૊Ή͖͔͚ͬͮ͘Γ
    ސ໰ͱͯ͠Ͱ͖Δ͜ͱ͸ɺ͜Ε
    ͙Β͍͔͠ͳ͔ͬͨ

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  38. バリューのある
    仕事
    解の質
    (プロセス)
    イシュー度
    『イシューからはじめよ―知的生産の「シンプルな本質」』 より
    ໰୊Λղܾ͢ΔͷͰͳ͘ɺ·ͣ໰୊Λཧղ͢Δ

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  40. ܧଓతʹ໰୊ʹऔΓ૊Ή͖͔͚ͬͮ͘Γ
    • ϨΨγʔվળɺ૊৫վળʹ͸ܧଓతͳऔΓ૊Έ͕ඞཁෆՄܽ
    – Ԛ͘ͳͬͨ෦԰Λɺগͣͭ͠ย෇͚͍ͯ͘ͷͱಉ͡
    • ٕज़ސ໰͕ຖिདྷΔ ˠܧଓతʹ໰୊ʹऔΓ૊Ήཧ༝ʹͳ͍ͬͯͨ

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  41. ސ໰Λ೥ɺͦͷޙ $50Λ೥
    • ٕज़ސ໰࣌୅
    – ϘτϜΞοϓͷվળ
    • վળ͸͍Ζ͍Ζ͍͕ͯͨ͠ɺࠓৼΓସ͑Ε͹ͦͷن໛͸ݶఆత
    • ໰୊ͷຊջͰ͸ͳ͘ɺपลͷվળʹऴ͍࢝ͯͨ͠
    • $50Ҏ߱
    – ܦӦϨϕϧͷτοϓμ΢ϯͷΞϓϩʔνΛ࣮ߦ
    • Πϯϑϥͷ "84Ҡߦ
    • جװγεςϜ͔Β෼཭͞ΕͨϚʔέςΟϯάϓϥοτϑΥʔϜͷߏங
    • ΤϯδχΞ࠾༻ ŋŋŋ ΤϯδχΞͷ࠾༻͸ਓࣄͰ͸ͳ͘ɺΤϯδχΞ͕ߦ͏
    • ػೳܕ૊৫͔Β໨తܕ૊৫΁ͷҠߦ
    • ҰٳϨετϥϯͷίʔυϕʔε࡮৽ɺϦΞʔΩςΫνϟ

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  42. Πϯϑϥͷ "84Ҡߦ
    • ೥લ ŋŋŋ ΦϯϓϨϛεͷσʔληϯλʔ
    – %$ͷϨϯλϧ۠ը͕΋͏֦ுͰ͖ͣɺΠϯϑϥ௥Ճ͕Ͱ͖ͳ͘ͳ͍ͬͯͨ
    – Ϋϥ΢υʹҠߦ͢Δ͔΋ ŋŋŋ ͱ͍͏࿩͸͕͋ͬͨ۩ମతʹ͸͋·ΓਐΜͰ͓Βͣ
    • τοϓμ΢ϯͰɺ೥ޙ·Ͱʹ "84ʹҠߦ͢ΔΑ͏ࢦࣔ
    – ਐΜͰ͍ͳ͔ͬͨཧ༝͸ೋͭ
    ߴՁͳϋʔυ΢ΣΞΛࢿ࢈ͱͯ͠ॴ༗͓ͯ͠ΓɺͦΕΛݮՁঈ٫લʹ༻ࡁΈʹ͍͍ͯ͠ͷ͔ɺݱ৔Ͱ͸ҙࢤܾ
    ఆ͕೉͔ͬͨ͠
    େن໛ͳҠߦܭըʹͳΔ͕ɺϘτϜΞοϓͰ͸ͦΕΛ࣮ߦ͢Δ͚ͩͷਪਐྗ͕Ͱͳ͔ͬͨ

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  43. جװγεςϜ͔Β෼཭͞ΕͨϚʔέςΟϯάϓϥοτϑΥʔϜͷߏங
    • ೥લ ŋŋŋ ࣾ಺؀ڥʹɺݸਓٕͰ࡞ΒΕͨϚʔέςΟϯά%#
    – εέʔϥϒϧͳ &5-ͳͲ͸օແ
    – ຖே୲౰ऀ͕ %#ߏஙεΫϦϓτΛୟ͍ͯŋŋŋ
    – ࢪࡦͷ࣮ࢪ࣌ʹ͸ຖճΤϯδχΞʹґཔ
    • ૊৫Λ࡞ΓɺσʔλΤϯδχΞϦϯάΛ։࢝ɻޙʹσʔλαΠΤϯε΁
    – ମܥతͳख๏Ͱ l%8)zΛߏங ŋŋŋ "JSGMPX&NCVMLˠ 42-4FSWFS
    – ʮجװγεςϜͱϚʔέςΟϯάϓϥοτϑΥʔϜ͸ &5-Ҏ֎͸௚઀௨৴͠ͳ͍ʯͱ͍͏੍໿Λ
    ໌֬ʹ͠ɺ%8)पลʹϚʔέςΟϯάΦʔτϝʔγϣϯΛ։ൃ͢ΔνʔϜΛ૊੒

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  44. ΤϯδχΞ࠾༻
    • ೥લ ŋŋŋ ࠾༻͸৬छʹؔΘΒͣਓࣄ͕࣮ߦ
    – ී௨ͷձࣾͰΑ͋͘Δ͔ͨͪ
    • ΤϯδχΞͷ࠾༻੹೚͸ɺΤϯδχΞ෦໳ $50
    ʹҠ؅
    – ΤϯδχΞࣗ਎Ͱɺ࠾༻͍ͨ͠ਓΛఆٛ͠ɺ࠾༻ϓϩηεΛߏங͢Δ
    – ܧଓతʹ࠾༻ϓϩηεΛվળ͠ɺԠื਺ ΦϑΝʔ਺Λ޲্͍ͤͯͬͨ͞

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  45. https://speakerdeck.com/naoya/ji-shu-de-fu-zhai-toxiang-kihe-u

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  46. ϘτϜΞοϓ͚ͩͰ͸վળͰ͖ͳ͍໰୊͕͋ͬͨ
    • ϘτϜΞοϓͰ͏·͍͖͘΍͍͢΋ͷ
    – վળର৅ͷείʔϓ͕։ൃʹด͍ͯ͡Δ ŋŋŋ ࣗಈԽɺ։ൃϓϩηεɺΠϯϑϥपΓ
    – ΰʔϧ͕ɺݱঢ়ͷੵΈॏͶͷઌʹ͋Δ΋ͷ
    • τοϓμ΢ϯ ŋŋŋ ͦͷٯ
    – είʔϓ͕։ൃ͚ͩʹด͍ͯ͡ͳ͍ ŋŋŋ ૊৫Λௐ੔ͨ͠ΓɺϏδωεͱͷམͱ͠Ͳ͜ΖΛΈ͚ͭ
    Δඞཁ͕͋Δ΋ͷ
    – ΰʔϧΛ 5P#F͔Βඳ͖௚͞ͳ͍ͱ͍͚ͳ͍΋ͷ

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  47. ϘτϜΞοϓ͚ͩͰ͸Ұ൪େ͖ͳ໰୊͕ղܾ͞Ε͍͔ͯͳ͍
    技術的負債
    レガシー
    アーキテクチャ
    問題
    (JU)VC
    σϓϩΠ
    ࣗಈԽ
    ϩάͷՄࢹ
    Խ
    4MBDL
    ৘ใڞ༗
    ϏϧυύΠ
    ϓϥΠϯ

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  48. Ұ൪ࠔ೉ͳ໰୊ ŋŋŋ ϨΨγʔίʔυ໰୊
    • ໰୊ͷཧղɾղܾํ๏Λ೧Γग़͢ͷʹɺෳ߹తͳεΩϧ͕ٻΊΒΕΔ
    – ݱঢ়ͷ՝୊೺Ѳ ෼ੳྗɺݴޠԽೳྗ

    – ٕज़Ϗδϣϯ ٕज़ྗ
    ŋŋŋ ͲΜͳΞʔΩςΫνϟʹ͢Ε͹ྑ͍͔
    – ࣮ߦͷઓུ ઓུੑɺ࣮ߦྗ
    ŋŋŋ Ͳ͏͍͏खॱͰ΍Δ͔ɻϏδωεͱͷௐ੔
    – Ϧιʔεͷ֬อ ੓࣏ྗ

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  49. ϨΨγʔίʔυվળΛͲ͏ਐΊ͖͔ͯͨ
    • ͍Ζ͍Ζͳઓུ͕͋ΓಘΔ
    – ϏδωεΛ͠͹Β͘ఀΊͯɺϏοάϦϥΠτ
    – ܧଓతϦϑΝΫλϦϯά
    – ঃʑʹϚΠΫϩαʔϏεԽ͠ϨΨγʔΛ੾Γ཭͢
    – ŋŋŋ

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  50. Ұٳ͸Ͳ͏΍͖͔ͬͯͨ
    • ϏδωεΛৗʹ༏ઌ͠ͳ͕ΒঃʑʹృΓସ͍͑ͯ͘ઓུ
    – ։ൃ౎߹ΛϏδωεΑΓ΋༏ઌ͠ͳ͍ ŋŋŋ ϏοάϦϥΠτ͸બ୒ࢶ͔Βফ͑Δ
    • Ϗδωεͷจ຺Ͱɺେ͖Ίͷ։ൃ͕ൃੜ͢Δͱ͖ʹɺٕज़ج൫͝ͱೖΕ׵͑Δ
    – ͦͷ։ൃ͕࢝·Δ·͑ʹɺ։ൃʹඞཁͳ෦඼Λ࡞͓ͬͯ͘
    • ྫೝূɺ"1*ɺ൚༻ϥΠϒϥϦɺσʔλϞσϧŋŋŋ

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  51. ۩ମతʹͲ͏࢝Ί͔ͨ
    • ·ͣ͸ $50ҰਓͰʮ໰୊ͷཧղʯ͔Β࢝Ίͨ
    – طଘͷ࣮૷ΛಡΈɺߏ଄Λ෼ੳ͠ɺ՝୊Λ໌Β͔ʹ
    – ΞʔΩςΫνϟͷམͱ͠Ͳ͜ΖΛඳ͘
    – ͲΜͳ෩ʹॻ͔͘ͷϓϩτλΠϓΛ࡞ΓɺΞʔΩςΫνϟΛݻΊΔ
    – ϓϩμΫτͷϏδωεϛʔςΟϯάʹࢀՃɻϩʔυϚοϓΛ೺Ѳ
    – ϩʔυϚοϓ্ͲͷλΠϛϯάͰɺ৽ج൫Λ౤ೖͰ͖Δ͔Λ༧ଌ
    – ͦͷϓϩδΣΫτͰඞཁʹͳΓͦ͏ͳ෦඼ ྫೝূɺ"1*ɺϥΠϒϥϦ ŋŋŋ
    Λઌʹ࣮૷
    – ϓϩδΣΫτ։࢝࣌ʹɺ৽͍͠ج൫Ͱ࡞ΕΔঢ়ଶʹͯ͠ɺϓϩδΣΫτϝϯόʔΛר͖ࠐΉ

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  52. https://speakerdeck.com/naoya/ji-shu-de-fu-zhai-toxiang-kihe-u

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  53. https://speakerdeck.com/naoya/ji-shu-de-fu-zhai-toxiang-kihe-u

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  54. Ζ͏ͦ͘ͷখ͞ͳ౮Ր͕ɺେ͖ͳՐʹ·Ͱ֦͕Ε͹উͪ
    • ࠷ॳ͸ͻͱΓ ൒೥͙Β͍ɺҰਓͰ࡞͍ͬͯͨ

    – طଘͷ՝୊෼ੳɺٕज़બఆɺجຊతͳΞʔΩςΫνϟํ਑ΛܾΊΔ
    – ೝূɺσʔλΞΫηεɺ"1*ͷ࿮૊ΈɺίΞͳυϝΠϯϞσϧΛ࣮૷
    • ϏδωεͰ৽͍͠ϓϩδΣΫτΛߦ͏ࡍɺ৽ج൫Λ౤ೖ
    – ͦͷϓϩδΣΫτͷϝϯόʔΛר͖ࠐΈɺϖΞϓϩ
    – มߋʹରͯ͠͸ίʔυϨϏϡʔͰɺઃܭҙਤͷܧঝΛ୲อ͢Δ పఈతʹŋŋŋ

    • ಉ༷ͷ׆ಈΛߦ͏ϝϯόʔΛ૿΍͢
    – ϨϏϡʔΛΈͬͪΓ΍Δ͜ͱͰɺಉ͡ϨϕϧͰઃܭɺϨϏϡʔͰ͖Δϝϯόʔ͕૿͑ͨ
    • ͜ͷαΠΫϧΛճ͍ͯͨ͠Βɺ͍ͭͷ·ʹ͔ࣗવʹ৽ج൫Ͱͷ։ൃ͕ߦΘΕΔΑ͏ʹ
    – ͜͜·Ͱ͘Ε͹উͪɻίʔυϕʔε่͕Εͳ͍Α͏ɺ؇͘؂ಜ͠ଓ͚͍ͯΔ

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  55. ணख͔Β೥ܦͬͯɺݱࡏ͸
    • ։ൃස౓ͷߴ͍ओཁͳϖʔδ΍ "1*͸֓Ͷ৽ج൫ʹҠߦͨ͠
    • ϚʔέςΟϯάϓϥοτϑΥʔϜ΍৽αʔϏεͳͲ͸ɺ৽ج൫Λྲྀ༻ͯ͠։ൃ͞Εͨ
    • ҰํɺϨΨγʔ͸·ͩ·ͩ͋Δ
    – ϨΨγʔଆΛ։ൃ͢Δ͜ͱ΋·ͩΑ͋͘Δ
    – Ϣʔβʔ޲͚Ͱ͸ͳ͘ɺ؅ཧܥͷػೳ ళฮ޲͚ɺࣾ಺޲͚
    पΓ͕·ͩچγεςϜՕॴ͕ଟ͍
    • Ϗδωεͱͯ͠؅ཧܥͷجװ෦෼Λ࡮৽͢Δඞཁ͕ग़͖ͯͨͷͰɺݱࡏӶҙ։ൃத
    – چγεςϜ͕៉ྷͬ͞ͺΓ׬શʹͳ͘ͳΔ೔

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  56. Կ͕͔ͨͬͨ͠ͷ͔ɺΛվΊͯߟ͑Δ
    • ٕज़తʹ׬ᘳͳ࣮૷ ŋŋŋ 'BMTF
    • ϨΨγʔΛͳ͍ͨ͘͠ ŋŋŋ 'BMTF
    • ٕज़తͳ੒௕ػձ ŋŋŋ 5SVF͚ͩͲɺ͜Ε͸ͨͩͷئ๬
    • ։ൃͮ͠Β͍ͷΛͲ͏ʹ͔͍ͨ͠ɻϏδωεͷ࣮ݱʹճΓಓͨ͘͠ͳ͍ ŋŋŋ 5SVF
    – ։ൃස౓ͷߴ͍ՕॴͰɺͦΕ͕࣮ݱͰ͖Δ͜ͱ͕େࣄ ۃ࿦ɺස౓͕௿͚Ε͹ແࢹͯ͠΋Α͍

    – ʮ։ൃ͠΍͍͢ʯʹ͸ʮෑډ͕ߴ͗͢ͳ͍ʯ΋ؚ·ΕΔ
    • ͋Δఔ౓ͷֶशίετͰ։ൃʹࢀը͠΍͍͢
    • ඞཁҎ্ͷٕज़ྗΛ શһʹ͸
    ཁٻ͠ͳ͍Ͱ΋։ൃͰ͖Δ

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  57. ൓লͱߟ࡯

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  58. ೔ʑɺ൓ল͸ଟ͍
    • ݁Ռ͔Βઆ໌͍ͯ͠ΔͷͰɺ͘͢͝ΫϦʔϯͳಓͷΓʹݟ͑Δͱࢥ͍·͢
    • ࣮ࡍ͸ɺ΋ͬͱ஍ಓͰ͢
    – େ͖ͳઓུ͸ඳ͖ͭͭ΋ɺͻͱͭͻͱͭͷ໰୊Λͦͷ৔ͦͷ৔Ͱߟ͑ͯղܾ͍ͯ͘͠ඞཁ͋Γ

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  59. ݱঢ়൱ఆ͕༨ܭͳ᫁᫟ΛੜΜͩ
    • ʮ*4)*/ʯϓϩδΣΫτ
    – lݱঢ়Λม͍͑ͨzͱ͍͏ؾ͕࣋ͪઌߦ͗ͯ͢͠ɺݱঢ়൱ఆ͔Βೖͬͯ͠·ͬͨ
    – มֵͷத৺ϝϯόʔҎ֎͸ɺࣗ෼͕ͨͪ൱ఆ͞Εͨؾ࣋ͪʹ
    – ະདྷࢥߟͰޠΔ΂͖ͩͬͨ
    • ʮ͜͜·ͰདྷΕ͚ͨͲɺͦΖͦΖมԽ͕ඞཁͩʯ
    • มԽ͸ඞͣ͠΋շదͳ΋ͷͰ͸ͳ͍
    – ਓ͕ࣙΊΔ͜ͱ΋͋Δ

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  60. େ͖ͳ໰୊͔Β໨Λഎ͚ͯ͠·͏
    • ࣗ෼ͨͪͰ΍ΕΔ͜ͱҎ֎ͷ͜ͱ εςʔΫϗϧμͷಉҙΛऔΓ෇͚Δͷ͕େมͱ͔ɺϦε
    Ϋ͕औΕͳ͍ͱ͔
    ʹ੾Γࠐ΋͏ͱ͠ͳ͍໰୊
    – ͍͍ͩͨɺͦ͏͍͏໰୊͕ͦ͜Ұ൪ॏཁͳ໰୊Ͱ͋Δŋŋŋ
    • ࣗ෼ͨͪͰղܾͰ͖Δن໛΍೉қ౓Λ௒͑Δͱɺ୭΋ͦͷ͜ͱʹ͍ͭͯߟ͑ͳ͘ͳΔ
    – ߟ͑ͯ͸͍Δ͔΋͠Εͳ͍ɻͰ΋Կ΋࣮ݱʹ޲͚ͯಈ͍ͯͳ͍ ŋŋŋ ͦΕ͸࣮࣭ߟ͑ͯͳ͍ͷͱ͓
    ͳ͡ɻධ࿦ՈʹͳͬͯΔɻ͜ΕͰ͸վળ͸͞Εͳ͍
    – ਫ਼ਆ࿦Ͱ͍͏ͱɺ୭͔͕ϦεΫΛऔͬͯҰาΛ౿Έग़͞ͳ͍ͱ͍͚ͳ͍
    • ೥લ͸ాத͕
    • Ϋϥ΢υ΍ϨετϥϯͷϦΞʔΩςΫνϟʹ͍ͭͯ͸ࣗ෼͕
    େখ༷ʑɺ͍·Ͱ΋ى
    ͍ͬͯ͜Δ

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  61. ͍ͭͷ·ʹ͔ئ๬ͱɺ΍Δ΂͖͜ͱ͕ࠞͥͥ͜ʹͳΔ
    • ϨΨγʔΛվળ͔ͨͬͨ͠ͷ͸ɺͦͷج൫Ͱ͸Ϗδωεʹ஗ΕΛऔ͍͔ͬͯͨΒ
    – ͜ΕΛղܾ͍ͨ͠
    • ͍ͭͷ·ʹ͔ʮϨΨγʔΛͳ͘͢͜ͱʯ ئ๬
    ͕΍Δ͜ͱͩͱצҧ͍͢Δ
    • Ϗδωε΍ϓϩμΫτΛྑ͍ͨ͘͠ɻੈͷதʹՁ஋ఏڙ͍ͨ͠
    – ͜Ε͕ຊདྷ΍Δ΂͖͜ͱ
    • ʮ૊৫Λվળ͢Ε͹ϓϩμΫτ͕ྑ͘ͳΔʂʯ
    – ຊ౰ʹ
    – ૊৫Λվળ͍ͨ͠ ŋŋŋ ΋ͬͱ͍͑͹ɺࣗ෼ͷಇ͖ํΛվળ͍ͨ͠ͱ͍͏ئ๬

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  62. ൓ল͔ΒҰٳֶ͕Μͩ͜ͱ
    ŋŋŋ ʮ໰୊ʯ΁ͷ޲͖߹͍ํ
    • ໰୊ͷʮղܾʯΛٸ͗͗͢ͳ͍ɻʮ໰୊Λཧղ͢Δʯ͜ͱʹྗΛ஫͙
    – Πγϡʔ͔Β࢝ΊΑ
    • ҰาҾ͍ͯ໰୊Λཧղ͢Δ ˠόΠΞε͔ΒಀΕΔ͜ͱ͕Ͱ͖Δ
    – ʮͦ΋ͦ΋Կ͕͔ͨͬͨ͠Μ͚ͩͬ ʯʮࣗ෼ͨͪ͸ࣗ෼ͨͪͷ໰୊ΛͪΌΜͱཧղ͍ͯ͠Δ ʯ
    ͱ͍͏໰͍
    – όΠΞε ŋŋŋ ʮئ๬ʯͱʮ΍Δ΂͖͜ͱʯͷࠞಉ खஈͷ໨తԽόΠΞε

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  63. ൓ল͔ΒҰٳֶ͕Μͩ͜ͱ
    ŋŋŋ ૊৫Λྑ͘͢Δ͜ͱΛओ໨తʹ͠ͳ͍
    • αʔϏε΍ϓϩμΫτΛվળ͢Δ͜ͱΑΓɺ૊৫վળΛ༏ઌ͢Δ͜ͱ͸ͳ͍
    – աڈʮ૊৫ਥʯΛੜΈग़ͯ͠͠·ͬͨŋŋŋ
    – αʔϏε΍ϓϩμΫτΛվળ͢ΔͨΊʹ΍ͬͨ͜ͱ͕ɺ݁Ռతʹɺ૊৫͕վળ͢Δ͜ͱʹܨ͕ͬ
    ͨͱ͍͏ॱ൪͕݈શ
    – lαʔϏε΍ϓϩμΫτΛվળ͢Δʹ͸ɺαʔϏε΍ϓϩμΫτΛվળ͢Δඞཁ͕͋Δz
    • Ϗδωεʹউͭɺސ٬ʹՁ஋Λಧ͚Δ͜ͱ͕໨ඪ
    – º ͢΂ͯͷਓʹշదͳ૊৫
    – ˓ Ϗδωεʹউͭ૊৫ ŋŋŋ ྫϓϩͷαοΧʔνʔϜ

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  64. ൓ল͔ΒֶΜͩ͜ͱ
    ŋŋŋ Ϧʔμʔ͸Ϧʔυ͢Δͷ͕࢓ࣄ
    • Ϧʔμʔͱͯ͠
    – ʮվળ͢Δ෩౔ʯΛ࡞Ε͹͋ΒΏΔ໰୊͕উखʹվળ͢Δŋŋŋͱ͍͏͜ͱ͸ى͜Βͳ͔ͬͨ
    – վળ͠ͳ͍େ͖ͳ໰୊ʹࣗΒ෩݀Λ։͚Δ͜ͱ͕ʮϦʔμʔʯʹ͸ٻΊΒΕΔ
    – ୭΋ͦͷϦεΫΛऔΒͳ͍͜ͱ͕ৗଶԽ͢ΔͱɺϨΨγʔʹͳΔ
    • ։ൃͷ lϦʔμʔγοϓz
    – ৗʹϓϩμΫτ΍ςΫϊϩδΛϦʔυͰ͖͍ͯͳ͚Ε͹͍͚ͳ͍
    – Ϛωδϝϯτͷ࣌ؒൺ཰্͕͕͖ͬͯͨΒɺͦΕΛམͱͨ͢Ίͷ࢓ࣄͷ੔ཧΛߦ͏
    • ͦΕΛ͢ΔͨΊͷݖݶΛɺϚωʔδϟʔ͸͍࣋ͬͯΔ

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  65. Ϗδωε ࣄۀ
    ͷձࣾͳͷ͔ɺιϑτ΢ΣΞͷձࣾͳͷ͔
    • Ϗδωεͷձࣾͱιϑτ΢ΣΞͷձࣾ͸ɺ෺ࣄͷ༏ઌ౓͕ҧ͏
    – ιϑτͷձࣾͳΒɺϏοάϦϥΠτͷҙࢤܾఆ΋͋ΓಘΔ ˠͦΕ͕શମ࠷దͳΒɻ
    – Ұٳ͸ϏδωεͷձࣾɻϏδωεΛఀΊΔɺͳΜͯ͜ͱ͸ͳ͍
    • ϏδωεͷձࣾͰ͸ɺϨΨγʔ͕վળ͞ΕΔ͜ͱ͸ͳ͍
    – ͦΜͳ͜ͱ͸ͳ͍ ࣮ূࡁΈ

    – ϏδωεΛఀΊΔ͜ͱ͸ͳ͍ɺͱ͍͏੍໿৚݅ͷதͰɺͲ͏վળ͢Δ͔ͱ͍͏͜ͱΛߟ͑Δ
    – ͦ͏͍͏ಓے͸ɺҰٳͷ৔߹͸͋ͬͨɻͰ΋ʮ͜͏͢Ε͹͍͚Δʯͱ͍͏ڭՊॻ͸ͳ͍
    • ݁ہͷͱ͜Ζɺࣗࣾͷঢ়گ΍໰୊Λཧղͯ͠ɺͦ͜ʹϑΟοτ͢ΔղܾࡦΛ࣮ߦ͍ͯ͘͠ͱ͍͏࿩ʹͳΔɻલஈ
    Λଵ͍ͬͯͯ͸͏·͍͔͘ͳ͍
    ੈͷٞ࿦͸͜͜Λ·ͥ
    ͥ͜ʹ͍ͯ͠Δ͜ͱ΋

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  66. ҰॹʹҰٳͷϏδωεΛ੒௕͍ͤͨ͞ํɺ͓଴͍ͪͯ͠·͢

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