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ペパボのSREが生産性の向上を目指しCloud Nativeなチーム作りを実践した話

ryuichi1208
November 22, 2022
1.2k

ペパボのSREが生産性の向上を目指しCloud Nativeなチーム作りを実践した話

ryuichi1208

November 22, 2022
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  1. ౉෦ཾҰ(.01FQBCP *OD
    $MPVE/BUJWF%BZT
    ϖύϘͷ43&͕ੜ࢈ੑͷ޲্Λ໨ࢦ͠
    $MPVE/BUJWFͳνʔϜ࡞ΓΛ࣮ફͨ͠࿩

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  2. ϓϩϩʔά
    ೥݄ࠒ
    ্࢘ʮνʔϜମ੍มΘΔ طଘϝϯόʔ໊ҟಈ
    Μ͚ͩͲεΫϥϜϚελʔ΍ͬͯΈͳ͍ʁʯ
    ࢲʮ΍ͬͨ͜ͱແ͍͚Ͳ΍ͬͯΈ·͢ʂʯ

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  3. ϓϩϩʔά
    ೥݄ࠒ
    ্࢘ʮࠓޙ΋ਓ૿͑ͨΓҟಈͨ͠Γ͸୹ظతʹൃੜ͢Δ༧ఆͰ͢ʯ
    ࢲʮνʔϜΛεέʔϧͤ͞Δඞཁੑ͕͋Δͬͯ͜ͱͰ͢Ͷʂʯ

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  4. ϓϩϩʔά
    ೥݄ࠒ
    ࢲʮਓͷೖΕସΘΓ͕͋ͬͯ΋νʔϜͷੜ࢈ੑ͕มΘΒͳ͍ɺ
    εέʔϥϏϦςΟͷ͋Δ
    $MPVE/BUJWFͳνʔϜ͕ඞཁͬͯ͜ͱ ʯ

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  5. ϓϩϩʔά
    ຊ೔ͷηογϣϯ͸
    εΫϥϜܦݧ͕΄΅ͳ͔ͬͨࢲ͕43&νʔϜͷεΫϥϜϚελʔͱͯ͠೥ؒฃಆ͓ͨ͠࿩Ͱ͢
    ର৅ऀ
    νʔϜͰͷ։ൃΛߦ͍ͬͯΔ͢΂ͯͷํ

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  6. ΞδΣϯμ
    w ࣗݾ঺հ
    w ॴଐνʔϜͷ঺հ
    w $MPVE/BUJWFͳνʔϜͱੜ࢈ੑͷఆٛ
    w զʑͷνʔϜ๊͕͍͑ͯͨ՝୊
    w ՝୊ʹର࣮ͯ͠ࡍʹߦͬͨΞΫγϣϯ
    w ݁Ռ
    w ·ͱΊ

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  7. ΞδΣϯμ
    w ࣗݾ঺հ
    w ॴଐνʔϜͷ঺հ
    w $MPVE/BUJWFͳνʔϜͱੜ࢈ੑͷఆٛ
    w զʑͷνʔϜ๊͕͍͑ͯͨ՝୊
    w ՝୊ʹର࣮ͯ͠ࡍʹߦͬͨΞΫγϣϯ
    w ݁Ռ
    w ·ͱΊ

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  8. ౉෦ཾҰ!SZVJDIJ@
    ॴଐٕज़෦ϓϥοτϑΥʔϜάϧʔϓ
    ໾ׂ43&ɺεΫϥϜϚελʔ
    ޷͖ͳݴޠ(P
    ޷͖ͳϛυϧ΢ΣΞ/HJOY
    झຯཱྀߦɺυϥΠϒɺٕज़ॻ͋ͭΊ

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  9. ౉෦ཾҰ!SZVJDIJ@
    ೥d೥-JOVY޲͚ϑΝΠϧγεςϜ։ൃϓϩδΣΫτ
    ೥d೥χϡʔεαΠτͷӡ༻։ൃ
    ೥݄(.0ϖύϘ΁ೖࣾ
    ೥݄ݱνʔϜͷεΫϥϜϚελʔʹͳΔ ਓੜॳ


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  10. ΞδΣϯμ
    w ࣗݾ঺հ
    w ॴଐνʔϜͷ঺հ
    w $MPVE/BUJWFͳνʔϜͱੜ࢈ੑͷఆٛ
    w զʑͷνʔϜ๊͕͍͑ͯͨ՝୊
    w ՝୊ʹର࣮ͯ͠ࡍʹߦͬͨΞΫγϣϯ
    w ݁Ռ
    w ·ͱΊ

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  11. ॴଐνʔϜͷ঺հ
    w ໾ׂ
    w ϖύϘͷαʔϏεͷՄ༻ੑΛ֬อ͠ɺ੒௕ʹ߹Θͤͯద੾ͳ؀ڥΛఏڙ͢Δάϧʔϓ
    w ϛογϣϯ
    w αʔόʔͷௐୡ΍ΩοςΟϯάʹࢭ·Βͣɺ43&ʹΑΔαʔϏεϨϕϧͷ޲্΍Ϋϥ΢υ؀
    ڥͷݕূ΍બఆΛߦ͍ɺඞཁʹԠͯ͡ࣄۀ෦໳ͷΞϓϦέʔγϣϯͷվળɺ։ൃΛ௨ͯ͠ࣄ
    ۀͷ੒௕Λࢧ͑Δ

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  12. ॴଐνʔϜͷ঺հ
    w ओͳ׆ಈ
    w ࢲͷॴଐ͍ͯ͠Δٕज़෦ϓϥοτϑΥʔϜάϧʔϓͰ͸ࣄۀ෦Λԣஅͯ͠43&׆ಈΛ࣮ࢪ
    w ࢀߟ
    w ϖύϘͷ43&ʹ͍ͭͯ IUUQTUFDIQFQBCPDPNQEGQFQBCPTSFQEG

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  13. ॴଐνʔϜͷ঺հ
    w ୲౰αʔϏε͝ͱʹνʔϜ͸͞Βʹࡉ෼Խ͞Ε͍ͯΔ
    w QGHFDUFBNຊ೔͸ͪ͜ΒͷνʔϜͷ͓࿩
    w Χϥʔϛʔγϣοϓɺ(PPQF &$ࢧԉαʔϏε

    w QGHNJOOFUFBN
    w QGHTV[VSJUFBN
    ೥ʙ
    ೥ʙ

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  14. ΞδΣϯμ
    w ࣗݾ঺հ
    w ॴଐνʔϜͷ঺հ
    w $MPVE/BUJWFͳνʔϜͱੜ࢈ੑͷఆٛ
    w զʑͷνʔϜ๊͕͍͑ͯͨ՝୊
    w ՝୊ʹର࣮ͯ͠ࡍʹߦͬͨΞΫγϣϯ
    w ݁Ռ
    w ·ͱΊ

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  15. $MPVE/BUJWFͳνʔϜͷఆٛ
    w$MPVE/BUJWFͱ͸
    IUUQTHJUIVCDPNDODGUPDCMPCNBJO%&'*/*5*0/NE&"&$"$&""&&
    Ϋϥ΢υωΠςΟϒٕज़͸ɺύϒϦοΫΫϥ΢υɺϓϥΠϕʔτΫϥ΢υɺϋΠϒϦο
    υΫϥ΢υͳͲͷۙ୅తͰμΠφϛοΫͳ؀ڥʹ͓͍ͯɺεέʔϥϒϧͳΞϓϦέʔ
    γϣϯΛߏங͓Αͼ࣮ߦ͢ΔͨΊͷೳྗΛ૊৫ʹ΋ͨΒ͠·͢ɻ ͜ͷΞϓϩʔνͷ୅ද
    ྫʹɺίϯςφɺαʔϏεϝογϡɺϚΠΫϩαʔϏεɺΠϛϡʔλϒϧΠϯϑϥετ
    ϥΫνϟɺ͓ΑͼએݴܕAPI͕͋Γ·͢ɻ
    ͜ΕΒͷख๏ʹΑΓɺճ෮ੑɺ؅ཧྗɺ͓ΑͼՄ؍ଌੑͷ͋Δૄ݁߹γεςϜ͕࣮ݱ͠
    ·͢ɻ ͜ΕΒΛݎ࿚ͳࣗಈԽͱ૊Έ߹ΘͤΔ͜ͱͰɺΤϯδχΞ͸ΠϯύΫτͷ͋Δม
    ߋΛ࠷খݶͷ࿑ྗͰසൟ͔ͭ༧ଌͲ͓Γʹߦ͏͜ͱ͕Ͱ͖·͢ɻ

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  16. $MPVE/BUJWFͳνʔϜͷఆٛ
    w ճ෮ੑ
    w ো֐࣌΍ෆ଍ͷࣄଶͰνʔϜͷମ੍͕Ұ࣌తʹ่Εͯ΋΍Δ΂͖λεΫΛ͜ͳ͍ͤͯΔ
    w ؅ཧྗ
    w ݱঢ়ͷνʔϜͷঢ়ଶΛ؅ཧͰ͖͍ͯΔ νʔϜ๊͕͑Δෆ҆ཁૉͳͲΛ೺ѲͰ͖͍ͯΔ

    w Մ؍ଌੑ
    w ύϑΥʔϚϯε ੜ࢈ੑ
    ΛՄࢹԽͰ͖͍ͯΔ

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  17. $MPVE/BUJWFͳνʔϜͷఆٛ
    w ૄ݁߹
    w ϝϯόʔશһ͕ओମੑΛ࣋ͬͯλεΫΛ͜ͳ͍ͤͯΔ
    w ஄ྗੑ
    w ϝϯόʔ͕૿͑ͯ΋୹͍࣌ؒͰύϑΥʔϚϯεΛग़ͤΔ
    w ϝϯόʔ͕ݮͬͯ΋λεΫͷҾ͖ܧ͗΍ׂΓৼΓมߋ͕༰қͰ͋Δ

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  18. w $MPVE/BUJWF㱠Ϟμϯͳιϑτ΢ΣΞΛ࢖ͬͯߏங
    w$MPVE/BUJWFͳνʔϜ㱠ϞμϯͳπʔϧΛ࢖ͬͯΔνʔϜ

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  19. ࠓճͷൃදͰͷੜ࢈ੑͷఆٛ
    w ੜ࢈ੑ
    w ʮඅ΍ͨ͠ࢿݯʹର͠ɺͲΕ͘Β͍ͷ੒Ռ͕ಘΒΕͨͷ͔ʯͱ͍͏ࢦඪ
    w ࠓճࢦඪͱͯ͠ੜ࢈ੑ
    w σϓϩΠͷස౓ ಛఆϦϙδτϦͰͷσϓϩΠϑϩʔͷ࣮ߦճ਺

    w νʔϜ͕͍࣋ͬͯͨλεΫͷ͏ͪ׬ྃͨ͠λεΫͷ਺

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  20. ΞδΣϯμ
    w ࣗݾ঺հ
    w ॴଐνʔϜͷ঺հ
    w $MPVE/BUJWFͳνʔϜͱੜ࢈ੑͷఆٛ
    w զʑͷνʔϜ๊͕͍͑ͯͨ՝୊
    w ՝୊ʹର࣮ͯ͠ࡍʹߦͬͨΞΫγϣϯ
    w ݁Ռ
    w ·ͱΊ

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  21. զʑͷνʔϜ๊͕͍͑ͯͨ՝୊
    w ୲౰͍ͯ͠ΔγεςϜ͸αʔϏε։࢝ͯ͠೥ͱ௕͘ଓ͍͍ͯΔαʔϏε
    w 43&ͱͯ͠αʔϏεͷӡ༻Λߦ͍͕ͬͯͨυΩϡϝϯτ΍ߏ੒ਤ͕ͳ͔ͬͨΓͱ҉໧
    ஌Λཔͬͨӡ༻͕લఏͱͳ͍ͬͯͨ
    w ͦΜͳதͰ೥ͷ݄ʹ1'(ͷνʔϜମ੍มߋ͕͋ΓαʔϏε΁௕͘ܞΘ͍ͬͯ
    ͨϝϯόʔ͕ผͷνʔϜ΁ͱҟಈͨ͠
    w ৽ମ੍Ͱ͸ੜ࢈ੑ͕Լ͕ͬͯ͠·͏ঢ়ଶͱͳͬͨ

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  22. զʑͷνʔϜ๊͕͍͑ͯͨ՝୊
    αʔϏεʹܞΘͬͨظ͕ؒ௕͍ϝϯόʔ
    αʔϏεʹܞΘͬͨظ͕ؒ୹͍ϝϯόʔ ໊

    ମ੍มߋલ
    αʔϏεʹܞΘͬͨظ͕ؒ௕͍ϝϯόʔ
    αʔϏεʹܞΘͬͨظ͕ؒ୹͍ϝϯόʔ ໊

    ମ੍มߋޙ

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  23. ੜ࢈ੑͷ௿ԼΛট͍ͨݪҼͷߟ࡯
    w ҉໧஌ʹΑΔӡ༻։ൃ͕ϝϯόʔೖΕସ͑ʹΑͬͯ௨༻͠ͳ͘ͳͬͨ
    Կ͔Λ͢Δͷʹ࣮͸˓˓͕ґଘ͍ͯ͠Δͱ͍͏ͷΛ஌Δϝϯόʔ͕͍ͳ͘ͳͬͨ
    ྫαʔϏεͷσϓϩΠΛ͢Δͷʹͭͷૢ࡞Ͱ׬݁͠ͳ͍
    NBJOϒϥϯν΁Ϛʔδͨ͋͠ͱʹ΍Δ΂͖͜ͱ͕खॱॻԽ͞Ε͍ͯͳ͍

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  24. ੜ࢈ੑͷ௿ԼΛট͍ͨݪҼͷߟ࡯
    w ඞཁͳٕज़ελοΫʹؔͯ͠शख़͍ͯ͠Δϝϯόʔ͕͍ͳ͘ͳͬͨ
    (.0ϖύϘͷٕज़ελοΫuٕज़෦
    ඞཁͳ஌͕ࣝ෯޿͘ϝϯόʔ͝ͱʹ஌͕ࣝ֨ࠩੜ·Ε͍ͯͨ
    ͜Ε·ͰγϡοͱͰ͖Δ͜ͱ΋ଈ࠲ʹͰ͖ͳ͘ͳͬͯ͠·ͬͨ
    ྫ,VCFSOFUFTΫϥελͷΞοϓάϨʔυ
    .Z42-ͷઃఆ஋ͷมߋ
    λεΫ͝ͱͷଐਓԽ͕ΑΓਐΜͰ͠·͍୭͔͕ٳΉͱͦͷ෼͕
    λεΫͷ஗Εʹ௚݁ͯ͠͠·͍ͬͯͨ

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  25. ΞδΣϯμ
    w ࣗݾ঺հ
    w ॴଐνʔϜͷ঺հ
    w $MPVE/BUJWFͳνʔϜͱੜ࢈ੑͷఆٛ
    w զʑͷνʔϜ๊͕͍͑ͯͨ՝୊
    w ՝୊ʹର࣮ͯ͠ࡍʹߦͬͨΞΫγϣϯ
    w ݁Ռ
    w ·ͱΊ

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  26. ՝୊ʹର࣮ͯ͠ࡍʹߦͬͨΞΫγϣϯ
    w ͋ΒΏΔνʔϜϧʔϧͷݴޠԽจԽ࡞Γ
    w εΫϥϜΠϕϯτͷݟ௚͠

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  27. ՝୊ʹର࣮ͯ͠ࡍʹߦͬͨΞΫγϣϯ
    w ͋ΒΏΔνʔϜϧʔϧͷݴޠԽจԽ࡞Γ

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  28. w νʔϜ࡞Γʹஔ͍ͯॏཁࢹͨ͠ͷ͸λεΫΛ͜ͳ͚ͩ͢Ͱ͸ͳ͘ʮΑ͔ͬͨಈ͖͸࠶
    ݱੑΛߴΊΔʯͨΊʹߦಈͷݴޠԽΛపఈͨ͠
    w ݴޠԽ͢ΔϝϦοτ
    w ෺ࣄΛ੔ཧͯ͠ߟ͑Δྗ͕਎ʹ͖ͭࣗ෼ͷࢥߟΛ٬؍ࢹ͢Δ͜ͱ͕Ͱ͖Δ
    w ؍࡯ྗɺࢥߟྗɺཁ໿ྗͱ͍ͬͨྗΛҙࣝ͢Δ͖͔͚ͬʹ΋ͳͬͨ
    w ৽ϝϯόʔͷࢀը࣌ʹνʔϜͷߟ͑ͷڞ༗Λߦ͑΍͘͢ͳͬͨ

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  29. w *B$ʹ͓͚Δએݴจͱ໋ྩจͷߟ͔͑Βώϯτ
    w ܾΊͨϧʔϧ͸એݴจͱͯ͠ݴޠԽ͢Δ͜ͱͰνʔϜͰλεΫΛ͜ͳ্͢Ͱ͋Γͨ
    ͍࢟ͷڞ༗͕Ͱ͖ͨ
    w ͜ͷޙ঺հ͢Δ಺༰͸શϝϯόʔ͕ಉ͡඼࣭Ͱ࠶ݱ͢Δ͜ͱ͕Մೳͱͳͬͨ

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  30. ՝୊ʹର࣮ͯ͠ࡍʹߦͬͨΞΫγϣϯ
    ۩ମతʹݴޠԽͨ͠΋ͷ

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  31. w νʔϜςʔϚ
    w ൒೥͝ͱ͘Β͍ʹܾΊͯߦͬͨ
    w ςʔϚ͸ʮϋΠεέʔϥϒϧͳνʔϜʯ
    w ૂ͍
    w ஄ྗੑͷ͋ΔνʔϜΛ໨ࢦ͢
    w ϝϯόʔͷೖΕସΘΓ࣌ʹεϜʔζʹόϦϡʔΛग़ͤΔνʔϜ࡞Γ
    w υΩϡϝϯτͷ࡞੒
    w ؀ڥߏஙͳͲͷࣗಈԽ
    w ෳࡶͳखॱ͸ϕʔεͰ୯७ԽΛ࣮ࢪ

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  32. w λεΫͷॏཁ౓΍༏ઌ౓ͷܾΊํ
    w ࢓ࣄΛ͢Δ্Ͱࣗ෼͕ͨͪେࣄʹ͍ͯ͠Δߟ͑ΛશһͰڞ༗্ͨ͠Ͱܾఆ
    w ৽͍͠λεΫͷൃੜ࣌ʹ͸͜ͷϧʔϧΛݩʹ࡞ۀͷΞαΠϯͳͲΛ࣮ࢪ ໪࿦ྫ֎༗

    w େ͖ΊͷλεΫʹ͸୲౰ऀΛ໌ࣔతʹΞαΠϯ
    w 4-*4-0ͷࡦఆ΍ӡ༻ɺϚϧνΫϥ΢υԽͳͲͱ͍ͬͨλεΫʹ͸੹೚Λ࣋ͪߦ͏
    ͨΊʹ੹೚ऀ ಠࣗʹப੍౓ͱݺΜͰ͍Δ
    ΛܾΊͯλεΫΛ͢͢ΊΔ

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  33. w υΩϡϝϯτ࡞੒ͷఆண
    w ίʔυϨϏϡʔ࣌ͷυΩϡϝϯτߋ৽ͷ༗ແ΍ݹ͘ͳͬͨυΩϡϝϯτͷܧଓతݟ
    ௚͠ͳͲΛఆظΠϕϯτͱͯ͠։࠵ͯ͠ॻ͘ͷ͕౰ͨΓલͷνʔϜ΁޲͔ͬͨ
    w υΩϡϝϯτ͸खॱॻςϯϓϨʔτͳͲΛ༻͍ͯॻ͖΍͢͞Λ޲্ͤ͞ΔࢪࡦͳͲ
    Λ࣮ࢪ
    w ΠϯηϓγϣϯσοΩͷܧଓతͳΞοϓσʔτػձ
    w ࣮ଶʹଈ͍ͯ͠Δ͔Λ࢛൒ظʹҰճఔ౓ݟ௚͢͜ͱͰࣗ෼͕ͨͪͳΓ͍ͨ࢟΍΍Δ
    ΂͖͜ͱΛݟ௚͢λΠϛϯάΛ࡞ͬͨ

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  34. w νʔϜςʔϚ΍νʔϜϧʔϧͷݴޠԽΛߦ͏্Ͱͷ5JQT
    w ͜͏͍͏ߟ͑Ͱࠓޙ͸͜ΜͳνʔϜʹͳ͍͖͍ͬͯͨͱݴͬͨߟ͑ΛݴޠԽͯ͠ϝ
    ϯόʔʹ఻͑Δ
    w ࡦఆ͢Δࡍ͸͜͏ࢥͬͯΔΜ͚ͩͲͲ͏Ͱ͢ʁͷΑ͏ʹܾఆࣄ߲ͱ͍͔ͯ࣋ͬͯ͠
    ͳ͍Λ৺͕͚ͨ
    w ϧʔϧ΍จԽ࡞ΓͷલʹνʔϜͷͳΓ͍ͨ࢟Λ༧Ίڞ༗͓ͯ͘͠ͷ΋େࣄ
    w ϧʔϧ͸࡞ͬͯऴΘΓ͚ͩͰͳ͘࡞ͬͨޙͷܧଓతͳӡ༻վળ͕ॏཁ

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  35. w Α͔ͬͨ͜ͱ
    w ৽͘͠ೖ͖ͬͯͨϝϯόʔ΋ݴޠԽ͞Ε͍ͯΔঢ়گ͔ΒจԽ΍෩౔ͳͲΛಡΈऔΔ
    ͜ͱ͕Ͱ͖ͨ
    w ϧʔϧ͸ਁಁͤ͞Δͱ͍͏จԽ͕ग़དྷ্͕Γ৽͍͠ϧʔϧ͕Ͱ͖ͯ΋ड͚ೖΕΔো
    นΛԼ͛Δ͜ͱ͕Ͱ͖ͨ

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  36. ՝୊ʹର࣮ͯ͠ࡍʹߦͬͨΞΫγϣϯ
    w εΫϥϜΠϕϯτͷݟ௚͠

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  37. ੜ࢈ੑͷ௿ԼΛট͍ͨݪҼͷߟ࡯ ࠶ܝ

    w ඞཁͳٕज़ελοΫʹؔͯ͠शख़͍ͯ͠Δϝϯόʔ͕͍ͳ͘ͳͬͨ
    (.0ϖύϘͷٕज़ελοΫuٕज़෦
    ඞཁͳ஌͕ࣝ෯޿͘ϝϯόʔ͝ͱʹ஌͕ࣝ֨ࠩੜ·Ε͍ͯͨ
    ͜Ε·Ͱ୹࣌ؒͰग़དྷͨ͜ͱ΋γϡοͱͰ͖ͳ͘ͳͬͯ͠·ͬͨ
    ྫ,VCFSOFUFTΫϥελͷΞοϓάϨʔυ
    .Z42-ͷઃఆ஋ͷมߋ
    λεΫ͝ͱͷଐਓԽ͕ΑΓਐΜͰ͠·͍୭͔͕ٳΉͱͦͷ෼͕
    λεΫͷ஗Εʹ௚݁ͯ͠͠·͍ͬͯͨ

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  38. w ମ੍มߋલʹ෼ͰͰ͖͍ͯͨ࡞ۀ΋೔͔͔ͬͯ͠·͏έʔεͳͲ͕ࢄݟ͞Εͨ
    w .Z42-ͷύϥϝʔλΛม͑ͯσϓϩΠ͍͕ͨ͠5FSSBGPSN͕ͲͷΑ͏ʹ࣮૷͞Εͯ
    ͍Δ͔Λௐ΂͍ͯ͘ͱ਺͔͔࣌ؒͬͯ͠·͏
    w Կ͔͠ΒͷΞϥʔτ͕ग़ͨͱ͖ʹͲ͏΍ͬͯௐ΂͍ͯ͘ͱྑ͍͔͕ͦ΋ͦ΋ݕ౼͕
    ͍͓ͭͯΒͣ࠷ॳͷҰख·Ͱʹ͕࣌ؒଟ͔͔͍ͬͯͨ͘

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  39. $MPVE/BUJWFͳνʔϜͷఆٛ ࠶ܝ

    w ૄ݁߹
    w ϝϯόʔશһ͕ओମੑΛ࣋ͬͯλεΫΛ͜ͳ͍ͤͯΔ
    w ஄ྗੑ
    w ϝϯόʔ͕૿͑ͯ΋୹͍࣌ؒͰύϑΥʔϚϯεΛग़ͤΔ
    w ϝϯόʔ͕ݮͬͯ΋λεΫͷҾ͖ܧ͗΍ׂΓৼΓมߋ͕༰қͰ͋Δ

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  40. w ໨ࢦ͍ͨ࢟͠ͱͷΪϟοϓͷ։͖ΛຒΊΔํ๏Λ໛ࡧ
    w νʔϜࣄ৘ΑΓ஌͕ࣝ֨ࠩେ͖͍ͱ͍͏՝୊΋͋ͬͨ
    w ஌ࣝ֨ࠩΛຒΊΔͨΊʹ͸εΫϥϜΠϕϯτ΍νʔϜͷΠϕϯτͱͯ͠औΓ૊Ή΂͖
    ͩͱ൑அ

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  41. w εΫϥϜΠϕϯτͰϝϯόʔؒͷձ࿩͢ΔػձΛ૿΍͢
    w ਐḿใࠂͰཹ·ͬͯ͠·ͬͨσΠϦʔεΫϥϜͰσΟεΧογϣϯΛଅ͢Α͏ͳλΠ
    Ϝεέδϡʔϧ΁ม͑ͨ
    w ࡶஊ࣌ؒΛҙਤతʹλΠϜεέδϡʔϧʹೖΕΔͳͲ
    w Ϟϒϓϩάϥϛϯά
    w ຖ೔࣌ؒΛೖΕͯܭըΛߦͬͨ
    w σΠϦʔεΫϥϜͷ࣌ؒͰऩ·Βͳ͔ͬͨσΟεΧογϣϯΛ΍Δ৔Λࣄલʹ༧໿
    ͨ͠
    w ϓϩάϥϛϯά͚ͩͰͳ͘13ͷϨϏϡʔɺτϥϒϧγϡʔτͳͲ΋࣮ࢪ

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  42. w λεΫফԽ਺ͳͲͷܭଌ
    w /PUJPOͷػೳ΍(JU)VCͷ"1*Λ༻͍ͯܭଌΛ࣮ࢪͨ͠
    w ܭଌ͸͕ͨ͠༗ޮͳٞ࿦Λߦ͏͜ͱ͸·ͩग़དྷ͍ͯͳ͍

    w ษڧձɺ-5ձͷ։࠵
    w ಛఆٕज़͕ಘҙͳϝϯόʔʹґཔͯ͠ձΛ։࠵͢ΔͳͲͯ͠஌ࣝ֨ࠩΛຒΊΔऔΓ
    ૊ΈΛͨ͠
    w ͦΕͧΕͷಘҙྖҬΛϝϯόʔؒͰೝ஌͢Δ͜ͱͰͦͷ෼໺ʹ͓͚ΔओମੑΛ࣋ͬ
    ͨऔΓ૊ΈΛࢼΈͨ

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  43. ΞδΣϯμ
    w ࣗݾ঺հ
    w ॴଐνʔϜͷ঺հ
    w $MPVE/BUJWFͳνʔϜͱੜ࢈ੑͷఆٛ
    w զʑͷνʔϜ๊͕͍͑ͯͨ՝୊
    w ՝୊ʹର࣮ͯ͠ࡍʹߦͬͨΞΫγϣϯ
    w ݁Ռ
    w ·ͱΊ

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  44. w νʔϜ͕͍࣋ͬͯͨλεΫͷ͏ͪ׬ྃͨ͠λεΫͷ਺ਪҠ





    ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄
    λεΫ਺ Ϛʔδ਺
    ࠷ॳʹఆٛͨ͠ੜ࢈ੑͷ޲্ୡ੒🎉
    ͜ͳͤΔλεΫ਺͸ഒ
    Ϛʔδ਺͸ഒ͍ۙ਺ࣈΛग़͢͜ͱ΋Ͱ͖ͨ

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  45. w νʔϜ͕͍࣋ͬͯͨλεΫͷ͏ͪ׬ྃͨ͠λεΫͷ਺ਪҠ





    ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄
    λεΫ਺ Ϛʔδ਺
    ͨͩϝϯόʔؒͰ਺஋ʹ͹Β͖͕ͭ͋Δ΍
    ͜ͳ͍ͤͯΔλεΫ΁ͷϝϯόʔͷຬ଍౓͸ߴ͘͸ͳ͍
    άϥϑ্Ͱ͸৳ͼ͍ͯΔ͕·ͩ·ͩಓ൒͹ͱݴͬͨײ֮
    ˣ
    ࠓޙ΋վળΛଓ͚͍ͯ͘ඞཁ͕͋Δ

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  46. $MPVE/BUJWFͳνʔϜʹͳΕͨͷ͔
    w ճ෮ੑো֐࣌΍ෆ଍ͷࣄଶͰνʔϜͷମ੍͕Ұ࣌తʹ่Εͯ΋΍Δ΂͖λεΫΛ͜ͳ͍ͤͯΔ
    w ίϛϡχέʔγϣϯΛ૿΍͢͜ͱͰো֐࣌Ͱ΋ظݶͷ͋ΔλεΫΛ͜ͳ͢͜ͱ͕ग़དྷͨ
    w ଐਓԽ͸ഉআ͖͠Ε͓ͯΒͣ·ͩ·ͩ΍Δ༨஍͸͋Δ
    w ؅ཧྗݱঢ়ͷνʔϜͷঢ়ଶΛ؅ཧͰ͖͍ͯΔ νʔϜ๊͕͑Δෆ҆ཁૉͳͲΛ೺ѲͰ͖͍ͯΔ

    w ΠϯηϓγϣϯσοΩΛఆظతʹݟ௚͢͜ͱͰݱঢ়ͷෆ҆ͳͲΛ೺ѲͰ͖͍ͯΔ

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  47. $MPVE/BUJWFͳνʔϜʹͳΕͨͷ͔
    w Մ؍ଌੑύϑΥʔϚϯε ੜ࢈ੑ
    ΛՄࢹԽͰ͖͍ͯΔ
    w ՄࢹԽ͸ग़དྷͨ
    w ͨͩϘτϧωοΫͷಛఆ΍վળ׆ಈ΁׆͔͢ͱߦͬͨσʔλυϦϒϯͳߦಈ·Ͱ͸ࢸΒͳ͔ͬͨ
    w ૄ݁߹ϝϯόʔશһ͕ओମੑΛ࣋ͬͯλεΫΛ͜ͳ͍ͤͯΔ
    w ϝϯόʔͷಘҙྖҬʹ͓͍ͯओମੑΛ࣋ͬͯऔΓ૊ΊΔΑ͏ʹͳͬͨ
    w ஄ྗੑϝϯόʔ͕૿͑ͯ΋୹͍࣌ؒͰύϑΥʔϚϯεΛग़ͤΔ
    w υΩϡϝϯτͷ੔උ΍ϧʔϧͷݴޠԽͰ৽نࢀըϝϯόʔ͕όϦϡʔΛग़͢·Ͱͷ࣌ؒΛ୹͘͢Δ͜ͱ͕Ͱ͖ͨ
    w ड͚ೖΕମ੍͕੔͍εέʔϥϏϦςΟͷ޲্Λ࣮ײ͍ͯ͠Δ

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  48. ΞδΣϯμ
    w ࣗݾ঺հ
    w ॴଐνʔϜͷ঺հ
    w $MPVE/BUJWFͳνʔϜͱੜ࢈ੑͷఆٛ
    w զʑͷνʔϜ๊͕͍͑ͯͨ՝୊
    w ՝୊ʹର࣮ͯ͠ࡍʹߦͬͨΞΫγϣϯ
    w ݁Ռ
    w ·ͱΊ

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  49. w ·ͱΊ
    w $MPVE/BUJWFͳߟ͑͸νʔϜ࡞Γʹ΋׆͔͢͜ͱ͕Ͱ͖ͨ
    w ࣮੷͕ग़Δ·Ͱ͸͕͔͔࣌ؒΔͷͰʮۙಓ͸ͳ͍Ň΍Δ͔͠ͳ͍ΜͩŇʯΛৗʹ೦಄
    ʹஔ͘ඞཁੑ͕͋Δͱײͨ͡
    w ࠓޙ΍Γ͍ͨ͜ͱ
    w 'PVS,FZTͷࢦඪͷ͏ͪҰ͔ͭ͠ݟΕ͍ͯͳ͍ͷͰΑΓՄ؍ଌੑΛ্͛ͯऔΓ૊Ή

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  50. ࢀߟॻ੶ࢀߟࢿྉ
    w $MPVE/BUJWFΆ͍νʔϜ࡞ΓΛ໨ࢦ͢
    w IUUQTTQFBLFSEFDLDPNNBLPDDIJDOEKQDMPVEOBUJWFUFBN
    w Ϋϥ΢υωΠςΟϒͳνʔϜ࡞Γ
    w IUUQTTQFBLFSEFDLDPN[PFUSPQFLVSBVEPOFJUFJCVOBUJNVEVLVSJ
    w εέʔϥϏϦςΟͷ͋ΔνʔϜΛ໨ࢦͯ͠
    w IUUQTTQFBLFSEFDLDPNTBOTBOCVJMEFSTCPYCPPTUUIFUFBNTHSPXUI
    w ੈք࠷ߴͷνʔϜάʔάϧྲྀʮ࠷গͷਓ਺ʯͰʮ࠷େͷ੒ՌʯΛੜΈग़͢ํ๏
    w IUUQTIPOUPKQOFUTUPSFQECPPL@IUNM
    w νʔϜ͕ػೳ͢Δͱ͸Ͳ͏͍͏͜ͱ͔ᴷᴷʮֶशྗʯͱʮ࣮ߦྗʯΛߴΊΔ࣮ફΞϓϩʔν
    w IUUQXXXFJKJQSFTTDPKQCPPLCPPLQIQ FQDPEF

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