Infrastructure as Codeで インフラチームはもっと強くなる/developersummitsummer-iac

Transcript

1. *OGSBTUSVDUVSF
   BT
   $PEFͰ ΠϯϑϥνʔϜ͸΋ͬͱڧ͘ͳΔ d΅͘ͷ͔Μ͕͍͖͑ͨ͞ΐ͏ͷ͍Μ;ΒͪʔΉd גࣜձࣾϒϩʔυϦʔϑ ࠨۙॆ ༟थ  EFWTVNJ" "
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   ໊લ ࠨۙॆ༟थ @͜͞Μ͡Ύ͏ ͻΖ͖@ 
   ॴଐ  גࣜձࣾ ϒϩʔυϦʔϑ  ৘ใج൫෦  ωοτϫʔΫ՝ 
   ໾ׂ  ΠϯϑϥΤϯδχΞ<?> <?>
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   ࣗݾ঺հ
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   3FTFSWFE ϒϩʔυϦʔϑʹ͍ͭͯ ձࣾ঺հ ձ໊ࣾ גࣜձࣾϒϩʔυϦʔϑ ૑ۀઃཱ ೥݄೥݄ ຊࣾॴࡏ஍ ౦ژ౎඼઒۠౦඼઒ άϥεΩϡʔϒ඼઒' ࣄۀ ओʹࣗಈंΞϑλʔϚʔέοτ޲͚ ৘ใɾ௨৴αʔϏεɺιϑτ΢ΤΞఏڙ ച্ऩӹ ԯԁʢ࿈݁ɾ*'34ʣ ܾࢉ݄ ݄ ैۀһ਺ ໊ ڌ఺਺ ࠃ಺ ڌ఺ ։ൃ ڌ఺ ࡳຈ౦ژ෱Ԭ άϧʔϓ ʢࠃ಺ʣࣾʢւ֎ʣࣾ ʲڧΈʳ
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   3FTFSWFE ౰ࣾαʔϏε͸ࣗಈंΞϑλʔϚʔέοτࢢ৔Ͱಇ͘͞·͟·ͳࣄۀऀʹਁಁ ͓ͯ͠Γɺ࢈ۀن໛͸໿ஹԁͱ΋͍ΘΕΔڊେϚʔέοτͰ͢ ౰ࣾͷۀ຿ࢧԉγεςϜ͸ɺ ্ͷࣄۀऀʹར༻͞Ε͓ͯΓɺݸʑͷۀ຿ɾܦӦΛαϙʔτ͢Δ͚ͩͰͳ͘ɺ αʔϏεɾখചۀऀͱԷചۀऀΛωοτϫʔΫԽ͢Δ͜ͱͰɺࡏݿɾՁ֨৘ใͷڞ༗ɺडൃ஫ۀ຿ΛిࢠԽ͢ΔͳͲ ࢈ۀશମͷޮ཰Խʹߩݙ͍ͯ͠·͢ ϒϩʔυϦʔϑʹ͍ͭͯ ձࣾ঺հ
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   3FTFSWFE ϒϩʔυϦʔϑʹ͍ͭͯ ձࣾ঺հ ݱࡏͷz
   γεςϜϕϯμʔ zͷҬΛ௒͑ɺ ࣍ੈ୅$MPVE։ൃج൫Λ͍͔͠ɺz
   ϓϥοτϑΥʔϚʔ z
   ͱͯ͠ࣄۀྖҬΛ֦େ͢Δ ʢ˞ʣʮ.BJOUFOBODFDʯ͸ɺ ʰ#SPBEMFBG
   $MPVE
   1MBUGPSNʱͷ Ϋϥ΢υαʔϏεୈ஄
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   3FTFSWFE ຊ೔͓࿩͢Δ͜ͱ • গਓ਺ΠϯϑϥνʔϜͷ՝୊ • ͲͷΑ͏ʹ՝୊Λղܾ͖ͯͨ͠ͷ͔ • ΅͘ͷ͔Μ͕͍͖͑ͨ͞ΐ͏ͷ͍Μ;ΒͪʔΉ
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   3FTFSWFE ຊ೔͓࿩͠ͳ͍͜ͱ • খ೉͍͠࿩ ϚΫϨΨʔͷ9:ཧ࿦ɾɾͷ๏ଇςΟʔϧ૊৫ͱ͔ • ݱ৔Ͱม͑Δ͜ͱ͕೉͍͠શࣾతͳ࿩ ˡ͜ͷ΁Μ ˡ͜ͷ΁Μ ର৅ͷਓ͸
8. $PQZSJHIU
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   3FTFSWFE ఏڙ͢ΔαʔϏεʹ͍ͭͯ αʔϏεΛఏڙ͍ͯ͠Δۀछɾۀք • ࣗಈं੔උɾ᭄ۚɾं྆ൢചɾαʔϏεεςʔγϣϯ޲͚ • ࣗಈं෦඼঎ɾϦαΠΫϧۀɾΨϥε঎ɾి૷ۀɾϥδΤʔλۀ޲͚ • ػց޻۩঎޲͚ • ܞଳి࿩ൢചۀ޲͚ • ཱྀߦۀɾି੾όεࣄۀ޲͚ FUD ͞·͟ͳۀछɾۀքʹରͯ͠αʔϏεΛఏڙ͍ͯ͠Δ
9. 
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    3FTFSWFE ࢖༻͢ΔϓϥοτϑΥʔϜ (PPHMF$MPVE1MBUGPSN "NB[PO8FC4FSWJDF 0OQSFNJTFT ઈࢍ.JHSBUJPOதɾɾɾ
11. $PQZSJHIU
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    3JHIUT
    3FTFSWFE ୲౰͢Δ؀ڥ dev stage prod
12. $PQZSJHIU
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    3FTFSWFE ࢖༻͢ΔαʔϏεɾϛυϧ΢ΣΞɾιϑτ΢ΣΞ • 8JOEPXT4FSWFS • -JOVY • ,VCFSOFUFT • %PDLFS • **4 • /HJOY • "QBDIF • 5PNDBU • 42-4FSWFS • 0SBDMF • $BTTBOESB • 3FEJT • &MBTUJDTFBSDI • .POHP%# • .Z42- • ,BGLB ;PPLFFQFS FUD
13. $PQZSJHIU
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    3FTFSWFE ΠϯϑϥνʔϜʹ͍ͭͯ ΠϯϑϥνʔϜͷࣾһ͸ɾɾɾਓ σΟϨΫλʔ ʂ • ౦ژɿਓ σΟϨΫλʔ • ෱Ԭɿਓ • ࡳຈɿਓ
16. ͜ͷ··Ͱ͸͍͚ͳ͍
17. $PQZSJHIU
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    3FTFSWFE ಛʹϚζ͍͜ͱ ܽһ ਓͷνʔϜͰਓ͕ൈ͚Δͱɾɾɾ 労働時間増/ オンコール増 • ݄ؒͰ࣌ؒ΋࿑ಇ͕࣌ؒ৳ͼΔ • Φϯίʔϧ֬཰͕ˠʹ্͕Δ モチベーショ ンが下がる w ΍ͬͨ͜ͱ͕ແ͍ۀ຿Λಥવ΍Β͞ΕΔ ετϨε さらなる欠員 w ׬શʹෛͷεύΠϥϧ
18. $PQZSJHIU
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    3JHIUT
    3FTFSWFE Ͳ͏͍͏࢓૊Έɾ૊৫ʹ͢Δ΂͖͔ গਓ਺Ͱଟ͘ͷ঎ࡐɾ؀ڥΛ؅ཧ͢Δʹ͸ ҎԼͷ՝୊Λղܾ͠ͳ͚Ε͹ͳΒͳ͍ • ߏஙखॱ͕ϩετɾ௠෗Խ͢Δ • ϊ΢ϋ΢͕஝ੵ͠ͳ͍ɾ࠶ར༻ग़དྷͳ͍ • ΦϨΦϨͷ࢓૊Έ͕ଟ͘ɺϝϯόʔ͕ಉ͡ϓϩτίϧͰձ࿩ग़དྷͳ͍ • ਓؒͷ࡞ۀ͕ଟ͍
19. $PQZSJHIU
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    3FTFSWFE Ͳ͏͍͏࢓૊Έɾ૊৫ʹ͢Δ΂͖͔ গਓ਺Ͱଟ͘ͷ঎ࡐɾ؀ڥΛ؅ཧ͢Δʹ͸ ҎԼͷ՝୊Λղܾ͠ͳ͚Ε͹ͳΒͳ͍ • ߏஙखॱ͕ϩετɾ௠෗Խ͢Δ • ϊ΢ϋ΢͕஝ੵ͠ͳ͍ɾ࠶ར༻ग़དྷͳ͍ • ΦϨΦϨͷ࢓૊Έ͕ଟ͘ɺϝϯόʔ͕ಉ͡ϓϩτίϧͰձ࿩ग़དྷͳ͍ • ਓؒͷ࡞ۀ͕ଟ͍ νʔϜϝϯόʔͳΒ୭Ͱ΋ରԠՄೳͳɺ ަ׵Մೳͳ࢓૊Έɾ૊৫ʹ͍ͯ͘͠ඞཁ͕͋Δ
20. ΠϯϑϥνʔϜʹλεΫΛ ґཔ͢Δͱɺ୭Ͱ΋ॲཧՄೳͰɺಉ͡ ੒Ռ͕ฦͬͯ͘ΔΠϝʔδɻ • ୯Ұো֐఺ 410' ͕ͳ͍ • Մ༻ੑ͕ߴ͍ ૊৫͸ΠϯϑϥͱҰॹʂ
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    3FTFSWFE ͱ͜ΖͰ
22. $PQZSJHIU
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    3FTFSWFE ࡢࠓͷΠϯϑϥʹ͍ͭͯ • 4%/ 4PGUXBSF
    %FGJOFE
    /FUXPSL ͷΑ͏ʹɺωοτϫʔΫ͸ ιϑτ΢ΣΞʹΑͬͯ؅ཧ͞ΕΔ • "84ɾ($1ɾ"[VSF͸"1*Λ௨ͯ͠ϓϩάϥϚϒϧʹ؅ཧ͞ΕΔ ֤छ$-*΍؅ཧίϯιʔϧ͸"1*ͷϥούʔ ιϑτ΢ΣΞͰ؅ཧ͢Δඞཁ͕͋Δ
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    3FTFSWFE ͦ͜Ͱ *OGSBTUSVDUVSF
    BT
    $PEF *B$
24. $PQZSJHIU
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    3FTFSWFE *OGSBTUSVDUVSF
    BT
    $PEF *B$ ͱ͸ʁ • ιϑτ΢ΣΞ։ൃͷϓϥΫςΟεΛΠϯϑϥͷΦʔτϝʔγϣϯʹ ׆͔͢Ξϓϩʔν • γεςϜͷϓϩϏδϣχϯάͱߏ੒ઃఆɺٴͼͦͷมߋʹ͓͍ͯɺ ౷ҰతͰ൓෮Մೳͳϧʔνϯʹॏ͖Λஔ͘ • มߋ͸ఆٛʹͳΓɺపఈతͳݕূΛؚΉແਓϓϩηεΛ ௨ͯ͡γεςϜʹϩʔϧΞ΢τ͞ΕΔ ཁ͢Δʹɺႈ౳ੑΛ୲อ͢ΔΑ͏ʹίʔυ ΛHJU Ͱ؅ཧͯ͠ ࣗಈԽΛՄೳʹ͢Δʂ IUUQTXXXPSFJMMZDPKQCPPLT
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    3FTFSWFE *B$ͷޮՌ ઌड़ͷҎԼͷ՝୊ΛղܾՄೳ • ߏஙखॱ͕ϩετɾ௠෗Խ͢Δ ˠίʔυΛHJUͰ؅ཧɾίʔυͰߏங • ϊ΢ϋ΢͕஝ੵ͠ͳ͍ɾ࠶ར༻ग़དྷͳ͍ ˠίʔυͷ࠶ར༻ • ΦϨΦϨͷ࢓૊Έ͕ଟ͘ɺϝϯόʔ͕ಉ͡ϓϩτίϧͰձ࿩ग़དྷͳ͍ ˠڞ௨ͷπʔϧΛ௨ͯ͠ձ࿩ • ਓؒͷ࡞ۀ͕ଟ͍ ˠπʔϧͰࣗಈԽ
26. $PQZSJHIU
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    "MM
    3JHIUT
    3FTFSWFE ϒϩʔυϦʔϑͰͷ*B$ 7. *NBHF1BDLFS 04"OTJCMF ($1 "845FSSBGPSN 1SPHSBN Π ϯ ϑ ϥ ν ʔ Ϝ ੹ ೚ ൣ ғ • *NBHFͷߏங͸$*$%ύΠ ϓϥΠϯΛ࡞੒͓ͯ͠Γɺ ΠϯϑϥνʔϜͰ؅ཧͯ͠ ͍Δ • ։ൃνʔϜ͸(JU-BCʹσϓ ϩΠ͍ͨ͠ϞδϡʔϧΛί ϛοτ͢Δͱ͜Ζ·Ͱ • ӡ༻νʔϜ͕σϓϩΠ͢Δ ύΠϓϥΠϯΛىಈ͢Δͩ ͚
27. $PQZSJHIU
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    3FTFSWFE 7.σϓϩΠύΠϓϥΠϯ
28. $PQZSJHIU
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    3FTFSWFE ϒϩʔυϦʔϑͰͷ*B$ $POUBJOFS DPOUBJOFS (,& &,4 $MVTUFS /PEF 5FSSBGPSN 1SPHSBN Π ϯ ϑ ϥ ν ʔ Ϝ ੹ ೚ ൣ ғ ։ ൃ ν ʔ Ϝ ੹ ೚ ൣ ғ • ΠϯϑϥνʔϜ͸ ,VCFSOFUFTͷ$MVTUFSɾ /PEFΛ؅ཧ • ։ൃνʔϜʹͯ $POUBJOFS಺Λ࡞੒͢Δ • ӡ༻νʔϜ͕σϓϩΠ
29. $PQZSJHIU
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    3FTFSWFE ϒϩʔυϦʔϑͰͷ*B$ • Πϯϑϥߏ੒؅ཧπʔϧ ओʹΠϯϑϥϦιʔε • )BTIJ$PSQࣾͷ044 • (PݴޠͰॻ͔Ε͓ͯΓɺ8JO.BD-JOVYಈ࡞ • "84 "[VSF ($1 0QFO4UBDL )FSPLVͳͲ ༷ʑͳ1SPWJEFS͕ఏڙ͞ΕΔ • 7.ͷεϖοΫ΍/8ͷ$*%3ͳͲΛ )$- )BTIJ$PSQ $POGJHVSBUJPO
    -BOHVBHF ͱ͍͏%4-Ͱهड़
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    3FTFSWFE ϒϩʔυϦʔϑͰͷ*B$ • Πϯϑϥߏ੒؅ཧπʔϧ ओʹ04Ҏ্ͷϨΠϠʔ • 3FE)BUࣾͷ044 • 1ZUIPOͰॻ͔Ε͓ͯΓɺNBD04ͱ-JOVYΛ αϙʔτ • ૢ࡞ର৅ͱͳΔ7.͸ΤʔδΣϯτ͕ෆཁ 8JO͸8JO3. W͔ΒTTI ɺ-JOVY͸TTI • 5FSSBGPSNͷΑ͏ʹύϒϦοΫΫϥ΢υͷ Ϧιʔε΍ɺ$JTDPͳͲͷ/8ػثͷઃఆʹ΋ ద༻Ͱ͖Δ • ߏ੒Λ:BNMܗࣜͰهड़
31. $PQZSJHIU
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    3FTFSWFE ϒϩʔυϦʔϑͰͷ*B$ • Πϯϑϥߏ੒؅ཧπʔϧ • )BTIJ$PSQࣾͷ044 • (PݴޠͰॻ͔Ε͓ͯΓɺ8JO.BD-JOVY ͲΕͰ΋ಈ࡞ • #VJMEFSʹΑΓ"84
    "[VSF
    ($1 0QFO4UBDL ͳͲ༷ʑͳΠϝʔδΛ࡞੒ग़དྷΔ • 1SPWJTJPOFSʹΑΓ"OTJCMF
    $IFG
    1VQQFU 4BMUͳͲͷطଘͷπʔϧͷઃఆΛಡΈࠐΉ͜ͱ ΋Մೳɻ΋ͪΖΜɺ4IFMM΍1PXFS4IFMM΋Մೳɻ
32. $PQZSJHIU
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    3JHIUT
    3FTFSWFE ͳΜͰ"OTJCMF͚ͩ͡Όͳ͍ͷʁ 5FSSBGPSNͱ"OTJCMFΛซ༻͢Δཧ༝ • "OTJCMFͩͱΫϥ΢υϦιʔεͷ؅ཧ͕͠ਏ͍ 5FSSBGPSN͸ঢ়ଶΛ͕࣋ͭɺ"OTJCMF͸ঢ়ଶΛ࣋ͨͳ͍ͨΊ • 5FSSBGPSNͷ΄͏͕ѻ͑ΔΫϥ΢υϦιʔε͕ଟ͍ ಛʹ($1 • Ϋϥ΢υϦιʔε؅ཧ͸5FSSBGPSN͕σϑΝΫτͱͳΓͭͭ͋Γɺ ωοτ্Ͱ৘ใऩू͕͠΍͍͢
33. $PQZSJHIU
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    3JHIUT
    3FTFSWFE ίʔσΟϯάʹ͍ͭͯ গਓ਺Λ׆͔͠ɺϞϒϓϩάϥϛϯάΛ࠾༻͍ͯ͠Δɻ ϞϒϓϩάϥϛϯάɿνʔϜશମ͕ಉ͜͡ͱΛಉ࣌ʹɺಉ͡৔ॴͰɺಉ͡ίϯϐϡʔλͰ࡞ۀ͢Διϑτ΢ΣΞ։ൃΞϓϩʔν ࢖༻πʔϧɿ)BOHPVUT
    .FFU
    
    74$PEF -JWF4IBSF ϝϦοτ • ඼࣭͕޲্͢Δ • ϨϏϡʔ͕ෆཁ ͱ͍͏͔ϨϏϡʔΛಉ࣌ʹߦ͑Δ • ৘ใڞ༗͕ີʹग़དྷΔ • νʔϜશମͷεΩϧ্͕͕Δ σϝϦοτ • εέδϡʔϧ؅ཧ ϝϯόʔΛଗ͑Δͷ ͕೉͍͠
34. $PQZSJHIU
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    "MM
    3JHIUT
    3FTFSWFE ։ൃεϐʔυΛམͱ͞ͳ͍ͨΊʹ ϕετϓϥΫςΟεͱͯ͠͸ɺݫີʹ*B$؅ཧ͢Δ΂͖Ͱ͸͋Δ͕ɾɾɾ ࣮৘͸೉͍͠ɻ ຊ൪؀ڥҎ֎͸ɺΠϯϑϥνʔϜҎ֎ͷϝϯόʔ͕Ϋϥ΢υϦιʔεΛ৮Ε ΔΑ͏ʹ͍ͯ͠Δɻ 5FSSBGPSN͸ঢ়ଶΛอ͍࣋ͯ͠ΔͨΊɺख࡞ۀͰΫϥ΢υϦιʔεΛमਖ਼͠ ͨ৔߹ɺࠩ෼͕ͰΔɻͦͷͱ͖͸ɺUFSSBGPSNJOH
    ΍ UFSSBGPSNFS ʹͯࠩ෼ Λٵऩ͢ΔΑ͏ʹ͍ͯ͠Δɻ
35. $PQZSJHIU
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    3JHIUT
    3FTFSWFE 5FSSBGPSNͷࠩ෼ʹؾͮ͘࢓૊Έ νʔϜϝϯόʔ͕ૉఢͳπʔϧ 4MBDL
    CPU Λ࡞ͬͯ͘Εͯɺ ࠩ෼νΣοΫͨ݁͠ՌΛຖே4MBDLʹ௨஌ͯ͘͠ΕΔɻ ֤ϝϯόʔ͸4MBDL௨஌֬ೝޙʹࠩ෼Λղফ͢Δɻ ۃྗෛ࠴Λ๊͑ࠐ·ͳ͍࢓૊Έʹ͍ͯ͠Δ 1ZUIPOͷTMBDLCPUϥΠϒϥϦͰUFSSBGPSN
    QMBO࣮ߦͯ͠΋Β͏ <https://qiita.com/andromeda/items/d68a0c36667cc802987c>
36. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE ͦͷଞͷϓϥΫςΟε
37. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE ࢖༻͢ΔαʔϏεɾπʔϧʹ͍ͭͯ ΠϯϑϥνʔϜͰ͸ҎԼΛجຊํ਑ͱ͍ͯ͠Δ  ϚωʔδυαʔϏεΛ࢖͏ ࣗલͰαʔόߏங͠ͳ͍  ࣗલͷπʔϧΛ࡞Βͳ͍ɺઌͣ୳͢  ͦΕͰ΋ແ͚Ε͹࡞Δ ཧ༝ɿ • ࣗલͰ؀ڥɾπʔϧΛ࡞Δͱϝϯςφϯε͕ൃੜ͢Δ • ੈͷதͷਓ͸͍͍ͩͨಉ͡໰୊Λ๊͍͑ͯͯಉ͡πʔϧͰղܾ͍ͯ͠Δ • ੈͷதͰҰൠతʹ࢖ΘΕ͍ͯΔπʔϧ͸ଟ͘ͷઐ໳Ո͕࡞͍ͬͯΔ • ΑΓྑ͍αʔϏεΛఏڙ͢Δ͜ͱʹϑΥʔΧε͍ͨ͠
38. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE ಋೖπʔϧྫ ($1؀ڥͰ$SPOਏ͍໰୊ • Ͳ͜ͰԿ͕ಈ͍ͯΔ͔෼͔Βͳ͘ͳΔ • ઈົͳόϥϯε ґଘؔ܎ Ͱಈ͍͍ͯͯϐλΰϥεΠονঢ়ଶ • ࣦഊ͔ͨ͠੒ޭ͔͕ͨ͠෼͔Βͳ͍
39. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE ಋೖπʔϧྫ ($1؀ڥͰ$SPOਏ͍໰୊ • Ͳ͜ͰԿ͕ಈ͍ͯΔ͔෼͔Βͳ͘ͳΔ • ઈົͳόϥϯε ґଘؔ܎ Ͱಈ͍͍ͯͯϐλΰϥεΠονঢ়ଶ • ࣦഊ͔ͨ͠੒ޭ͔͕ͨ͠෼͔Βͳ͍ ͦ͜Ͱ
40. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE 36/%&$,ͱ͸ • 044ͷδϣϒ؅ཧπʔϧɻ • 8FCͷ(6*Ͱ΋"1*͔ΒͰ΋࢖͑Δɻ • ఆظ࣮ߦ΍ϫʔΫϑϩʔʹΑΔ੍ޚ΋Մೳɻ • ίϚϯυ΍TIFMMΛ36/%&$,͔Β࣮ߦ͢Δ͜ͱ͕ग़དྷΔɻ ૢ࡞ର৅ͷΠϯελϯεͰͷ࣮ߦ΋Մೳɻ"OTJCMFͱಉ͡ͰɺTTIͰ઀ଓ ͢Δ͚ͩͳͷͰɺΤʔδΣϯτͷΠϯετʔϧ͕ෆཁɻ • 1MVHJO͕๛෋Ͱɺ4MBDL௨஌ͷϓϥάΠϯ΍ɺ,VCFSOFUFTϓϥάΠϯɺ WBVMUϓϥάΠϯɺ"OTJCMFϓϥάΠϯͳͲɺ༷ʑͳϓϥάΠϯ͕͋Δɻ • ΞΧ΢ϯτɾݖݶ "$- ͷ؅ཧ΋Մೳ
41. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE 36/%&$, 6*
42. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE 36/%&$, 6*
43. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE 36/%&$, 6*
44. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE 36/%&$, 6*
45. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE 36/%&$, 6*
46. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE 36/%&$, 6*
47. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE ؂ࢹʹ͍ͭͯ Ҏલͷ؂ࢹɿશͯͷΞϥʔτΛϝʔϧʹͯ௨஌ • ಛʹରԠ͕ඞཁ͕ͳͯ͘΋ةͳͦ͏͔ͩΒऔΓ׶͑ͣ௨஌ • ௨஌಺༰ͷݟ௚͠Λ͍ͯ͠ͳͯ͘ɺ؁͍͖͍͠஋ͰऔΓ׶͑ͣ௨஌ • Α͘෼͔Βͳ͍Πϕϯτ͕ग़ͯͯɺͨͩͪʹӨڹ͕ͳ͍͚ͲऔΓ׶͑ͣ௨஌ ҰԠݟΔ͕ɺ΄ͱΜͲΞʔΧΠϒ͢Δ؆୯ͳ͓࢓ࣄঢ়ଶ
48. ϝʔϧ஍ࠈ
49. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE ؂ࢹʹॏཁͳ͜ͱ ຊ౰ʹඞཁͳ΋ͷ͚ͩΛ௨஌͢Δ ΦΦΧϛগ೥͸ແࢹ͞ΕΔ  αʔϏε͕ఏڙͰ͖͍ͯͳ͍ঢ়ଶ ి࿩௨஌  ࣮֬ʹো֐ʹͳΔ΋ͷ 4MBDLʹ௨஌  աڈͷঢ়ଶ ϝτϦΫεͷऩूͷΈ ͜ͷΑ͏ͳঢ়ଶʹ͢Δ΂͖
50. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE ͏Μʁ͢Δ΂͖ʁ
51. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE ͳͥͳΒɺͦͷ࢓૊ΈΛઈࢍߏஙதʂ ࠓͳΒҰॹʹߏஙग़དྷ·͢ʂʂ ࠓ͙͢
52. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE ·ͱΊ *B$Λಋೖ͢Δ͜ͱͰɺਓʹґଘ͠ͳ͍ ަ׵Մೳͳ૊৫͕࣮ݱग़དྷΔʂ ૊৫͸΋ͬͱڧ͘ͳΔʂ
53. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE ·ͱΊ ͏Μʁ ʮࢲ͕ࣙΊͯ΋୅ΘΓ͸͍Δ΋ͷʯͬͯ͜ͱʁ
54. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE ΅͘ͷ͔Μ͕͍͖͑ͨ͞ΐ͏ͷ͍Μ;ΒͪʔΉ *B$͸खஈ πʔϧͰղܾग़དྷΔ͜ͱ͸πʔϧͰ΍ͬͯɺ ΑΓՁ஋͋Δ͜ͱʹϑΥʔΧεग़དྷΔΑ͏ʹ͢Δ • ઌ୺ٕज़ͷݕূɺಋೖ • ϛυϧ΢ΣΞɺΫϥ΢υͷཧղͷ޲্ • Մ༻ੑɺ৴པੑͷ޲্ • ίετ࡟ݮ 時間を作る 出来ることを 増やす もっと つよくなる
55. $PQZSJHIU
    ˜
    #SPBEMFBG
    $P
    -UE
    "MM
    3JHIUT
    3FTFSWFE ΅͘ͷ͔Μ͕͍͖͑ͨ͞ΐ͏ͷ͍Μ;ΒͪʔΉ *B$͸खஈ πʔϧͰղܾग़དྷΔ͜ͱ͸πʔϧͰ΍ͬͯɺ ΑΓՁ஋͋Δ͜ͱʹϑΥʔΧεग़དྷΔΑ͏ʹ͢Δ • ઌ୺ٕज़ͷݕূɺಋೖ • ϛυϧ΢ΣΞɺΫϥ΢υͷཧղͷ޲্ • Մ༻ੑɺ৴པੑͷ޲্ • ίετ࡟ݮ ඞཁͳࣦഊ͚ͩΛͯ͠ɺ ৗʹνϟϨϯδ͠ଓ͚ΒΕΔνʔϜ 時間を作る 出来ることを 増やす もっと つよくなる