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セキュア・バイ・デザインの鳴くところ

nwiizo
December 07, 2022

 セキュア・バイ・デザインの鳴くところ

セキュア・バイ・デザインの鳴くところ
安全なソフトウェアを全体から考えるみるで候

OWASP Fukuoka Meeting #9
https://owasp-kyushu.connpass.com/event/266585/

副読ブログ
https://syu-m-5151.hatenablog.com/entry/2022/12/07/204400

nwiizo

December 07, 2022
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  1. ݄೔08"41'6,60,"!OXJJ[P
    ηΩϡΞɾόΠɾσβΠϯͷ
    ໐͘ͱ͜Ζ
    ҆શͳιϑτ΢ΣΞΛશମ͔Βߟ͑ΔΈΔͰީ

    View Slide

  2. !OXJJ[P
    ࠷ۙࡾ஡ʹҾͬӽͨ͠ݽಠ੒ਓஉੑ
    גࣜձࣾεϦʔγΣΠΫͱ͍͏ձࣾͰ43&ࢧԉࣄۀ
    ேɺى͖δϜ΁ߦ͖ຊΛಡΜͰ࢓ࣄΛͯ͠
    ໷ɺ࠶ͼδϜ΁ߦ͖ຊΛಡΜͰ຾Δ͚ͩ

    View Slide

  3. ηΩϡΞɾόΠɾσβΠϯ🐱❓
    %FW4FD0QT🐶❓
    γϑτϨϑτ🐵❓

    View Slide

  4. ݕࡧ🔍
    ηΩϡΞɾόΠɾσβΠϯ
    ޙ෇͚Ͱ͸ͳ͘اըɾઃܭͷஈ֊͔ΒηΩϡϦςΟ࢓༷ΛऔΓࠐΜͰߦ͏γεςϜ։ൃख๏Ͱ͢ɻ
    γϑτϨϑτ
    ։ൃϥΠϑαΠΫϧ͕୹ظؒԽ͠ɺਝ଎͔ͭසൟʹΞϓϦέʔγϣϯΛϦϦʔε͢Δ܏޲͕޿͕ͬͯ
    ͍͘ͳ͔ɺϦϦʔεͷεέδϡʔϧΛ๦͛ͳ͍Α͏ʹɺηΩϡϦςΟʹؔΘΔ޻ఔΛલ౗࣮ͯ͠͠ࢪ
    ͢Δͱ͍͏֓೦Ͱ͢ɻ

    %FW4FD0QT
    %FW4FD0QTͱ͸ɺ৘ใγεςϜʹ͓͍ͯɺ։ൃʢ%FWFMPQNFOUʣͱӡ༻ʢ0QFSBUJPOTʣ͕ີʹ
    ࿈ܞ͢Δ͜ͱͰɺ։ൃʹ͔͔ΔظؒΛ୹ॖ͠ɺϦϦʔεස౓ΛߴΊΔ։ൃελΠϧͷ͜ͱͰ͢ɻʹη
    ΩϡϦςΟʢ4FDVSJUZʣ΋༥߹ͤ͞Δ͜ͱͰɺηΩϡϦςΟΛ֬อͭͭ͠ɺ։ൃεϐʔυΛଛͳΘͳ
    ͍ελΠϧͷ͜ͱΛࢦ͠·͢
    IUUQTXXXOSJTFDVSFDPKQHMPTTBSZ

    View Slide

  5. ͜ΕΒͷ୯ޠΛΠϕϯτ΍ϒϩά౳ͷจষͰ
    Α͘ݟฉ͖ͯ͠ײಈ͢Δ͕ʜΞϨ΋ίϨ΋ͱ

    ۩ମతʹԿΛͲ͜·Ͱ͢Ε͹Α͍͔෼͔Βͳ͍ʜ
    ηΩϡΞɾόΠɾσβΠϯ
    γϑτϨϑτ
    %FW4FD0QT
    ۩ମੑΛ͍ܽͯந৅తʹͳ͍ͬͯ͘ɻ޾ͤʹͳΓ͍ͨɺ

    Ͱ΋ͦ͜΁޲͔͏۩ମతͳಓے͸Θ͔Βͳ͍

    View Slide

  6. ͜ͷൃදͷΰʔϧ
    ۩ମతͳ૸Γग़͕͠Ͱ͖ͦ͏ͩͳͬͯ

    ηΩϡΞɾόΠɾσβΠϯ
    γϑτϨϑτ
    %FW4FD0QT

    View Slide

  7. ͜ͷൃදͷΰʔϧ
    ηΩϡϦςΟΛڧԽͯ͘͠Εͦ͏ͳ

    όζͬͯΔٕज़༻ޠʹର͢Δ๷Ӵज़
    ηΩϡΞɾόΠɾσβΠϯ
    γϑτϨϑτ
    %FW4FD0QT
    ͪͳΈʹ08"41ʹ͸۩ମతͳಓےΛࣔͯ͘͠ΕΔ
    ͦΜͳɺϓϩδΣΫτ͕͋Γ·͢ʂʂʂ

    View Slide

  8. ྑ͍࿩😁
    IUUQTCPPLNZOBWJKQFDQSPEVDUTEFUBJMJE
    ೔લʹొஃ͕෼͔Β࣌ؒʹมߋʹͳͬͨҝʹ
    ʰηΩϡΞɾόΠɾσβΠϯΛ࣮ફ͍ͯ͘͠43&ʱͷࢿྉΛ૿΍ͨ͠
    ͢ΔͱɺʰηΩϡΞɾόΠɾσβΠϯͷશମ૾🐘ʱͷ࿩͕࣌ؒ͢ফ͑ͨ
    ࿩ͷྲྀΕͷ੔߹ੑ͕औΕͳ͘ͳͬͨͷͰҰ෦ࢿྉΛ௥Ճ͠·ͨ͠

    View Slide

  9. 08"414"..📚
    4"..4PGUXBSF"TTVSBODF.BUVSJUZ.PEFM
    ιϑτ΢ΣΞηΩϡϦςΟอূ੒ख़౓Ϟσϧ

    View Slide

  10. 08"414"..🐝͸
    ιϑτ΢ΣΞηΩϡϦςΟอূ੒ख़౓ϞσϧΛ
    ఆྔԽɾՄࢹԽͯ͠ݱঢ়೺ѲΛ🐱

    ໨తͱͨ͠πʔϧͰ͢

    View Slide

  11. ͑ʔɺఆྔԽ❓ՄࢹԽ❓
    ͱʹ͔҆͘શʹͯ͘͠ΕΔΜ͡Όͳ͍ͷ❓
    ηΩϡϦςΟʔνΣοΫγʔτͱ͍͏ҋ΁ͷ๷Ӵज़
    https://qiita.com/nfujita55a/items/5899156268951c10787f

    View Slide

  12. ݟ͑ͳ͍΋ͷΛվળ͢Δ͜ͱ͸Ͱ͖·ͤΜɻ

    View Slide

  13. ʮਪଌ͢ΔͳɺܭଌͤΑʯ
    ʮਪଌ͢ΔͳɺܭଌͤΑʯΛਪଌ͢Δͳ
    https://qiita.com/e99h2121/items/e8f899756b21b0414835

    View Slide

  14. 08"414"..ͱ͸
    w 08"414PGUXBSF"TTVSBODF.BUVSJUZ.PEFMͱ͸
    w ૊৫͕طଘͷιϑτ΢ΣΞ։ൃϥΠϑαΠΫϧʹ౷߹Ͱ͖Διϑτ΢ΣΞηΩϡϦςΟͷ
    ઓུΛධՁɺࡦఆɺ͓Αͼ࣮૷͢Δͷʹ໾ཱͭ08"41ϑϨʔϜϫʔΫͰ͢ɻ
    w ૊৫͕ओʹιϑτ΢ΣΞͷ։ൃɺΞ΢τιʔγϯάɺऔಘΛߦ͍ͬͯΔ৔߹Ͱ΋ɺ΢Υʔ
    λʔϑΥʔϧɺΞδϟΠϧɺ·ͨ͸%FW0QTͷํ๏Λ࢖༻͍ͯ͠Δ৔߹Ͱ΋ɺ΄ͱΜͲ
    ͷঢ়گʹద͍ͯ͠·͢ɻಉ͡ϞσϧΛద༻Ͱ͖·͢ɻ

    IUUQTPXBTQTBNNPSHHVJEBODFRVJDLTUBSUHVJEF
    IUUQTHJUIVCDPNPXBTQTBNNDPSF
    QUICK START GUIDE FOR VERSION 2.0

    View Slide

  15. 08"414"..ͱ͸
    w 08"414PGUXBSF"TTVSBODF.BUVSJUZ.PEFMͱ͸
    w ։ൃϓϩδΣΫτͷηΩϡϦςΟ੒ख़౓ΛఆྔԽɾՄࢹԽͯ͠ݱঢ়ɺ೺Ѳʹ໾ཱͪ·͢ɻ
    w ηΩϡΞɾόΠɾσβΠϯɺγϑτϨϑτɺ%FW4FD0QTͱ͔ݴΘΕͯ΋

    ԿΛͯ͠ྑ͍ͷ͔෼͔ΒͶʔΑʂͱ͍͏ਓʹରͯ͠ϩʔυϚοϓΛ໌֬ԽͰ͖Δ
    w ։ൃϓϩηεΛΨόφϯεɾઃܭɾ࣮૷ɾݕূɾӡ༻ͷϏδωεػೳΛͭʹ੔ཧ

    IUUQTPXBTQTBNNPSHHVJEBODFRVJDLTUBSUHVJEF
    QUICK START GUIDE FOR VERSION 2.0
    IUUQTHJUIVCDPNPXBTQTBNNDPSF

    View Slide

  16. 08"414"..ͱ͸
    w 08"414PGUXBSF"TTVSBODF.BUVSJUZ.PEFMͱ͸
    w ৽͍͠4"..ϞσϧͰ͋Δ7FSTJPO͕ϦϦʔε͞Ε·ͨ͠ɻ
    w 7FSTJPO͸։ൃύϥμΠϜʹͱΒΘΕͳ͍ɻ΢ΥʔλʔϑΥʔϧɺ൓෮ɺΞδϟΠϧɺ
    %FW0QTͷ֤։ൃΛαϙʔτ͢Δɻ૊৫ͷϦεΫڐ༰౓΍ιϑτ΢ΣΞͷߏஙɾ࢖༻ํ๏
    ʹԠͯ͡ɺॊೈʹରԠ͢Δ͜ͱ͕Ͱ͖·͢ɻ͜ͷϞσϧ͸ɺιϑτ΢ΣΞ։ൃͷத֩ͱͳ
    ΔϏδωεػೳʹɺηΩϡϦςΟอূͷ࣮ફΛՃ͑ͯߏங͞Ε͍ͯ·͢ɻ

    IUUQTPXBTQTBNNPSHHVJEBODFRVJDLTUBSUHVJEF
    IUUQTHJUIVCDPNPXBTQTBNNDPSF
    QUICK START GUIDE FOR VERSION 2.0

    View Slide

  17. 08"414"..ͱ͸
    w 08"414PGUXBSF"TTVSBODF.BUVSJUZ.PEFMͱ͸
    w ͭͷϏδωεػೳɺͷηΩϡϦςΟରࡦɺஈ֊ͷ੒ख़౓Ϩϕϧʹ෼͚ΒΕ·͢
    w Ϗδωεػೳʹ͸ɺͭͷηΩϡϦςΟɾϓϥΫςΟε͕͋Γɺؔ࿈͢ΔϏδωεػೳͷอূΛ

    ߏங͢ΔηΩϡϦςΟؔ࿈׆ಈͷྖҬ͕͋Γ·͢
    w ηΩϡϦςΟରࡦʹ͸ɺάϧʔϓԽ͞ΕͨͭͷετϦʔϜʹ෼͚ΒΕͨ׆ಈ͕͋Γ·͢
    w ಛఆͷηΩϡϦςΟରࡦΛ൐͏ͨΊͷચ࿅͞Εͨ໨ඪͱɺΑΓݫີͳ੒ޭࢦඪ͕͋Γ·͢

    IUUQTPXBTQTBNNPSHHVJEBODFRVJDLTUBSUHVJEF
    QUICK START GUIDE FOR VERSION 2.0
    IUUQTPXBTQTBNNPSHBCPVU
    ࠓճ͸ׂѪ

    View Slide

  18. ͜͏΍ͬͯฉ͘ͱڼʑ͍͠ײ͡Δʜ
    08"414"..5PPMLJUW
    IUUQTEPDTHPPHMFDPNTQSFBETIFFUTEKN-7MU3IV("9D-6D8)2PY6JDS%H.7([%&WJFXHJE

    View Slide

  19. ਤΛ༻ҙͯ͠ͳ͍ͷͰ

    จࣈ͹͔ͬΓͰॏʑ͍͠ͱࢥ͏ΜͰ͚͢Ͳ
    ಺༰ࣗମ͸ͦΜͳʹ೉͍͠΋ͷͰ͸ͳ͍Ͱ͢

    View Slide

  20. 08"414"..(PWFSOBODF Ψόφϯε

    w ઓུଌఆج४ ૑଄ͱଅਐଌఆͱվળ

    ηΩϡϦςΟϓϩάϥϜͷ༗ޮੑΛଌఆ͢Δ໨తٴͼखஈΛ໌֬ʹ͢Δɻ
    ૊৫಺ͷιϑτ΢ΣΞηΩϡϦςΟʹؔ͢Δ౷ҰతͳઓུϩʔυϚοϓΛཱ֬͢Δɻ
    ηΩϡϦςΟͷऔΓ૊ΈΛɺؔ࿈͢Δ૊৫ͷࢦඪ΍ࢿ࢈Ձ஋ͱ੔߹ͤ͞Δɻ
    w ϙϦγʔίϯϓϥΠΞϯε ํ਑ɾن֨ίϯϓϥΠΞϯε؅ཧ

    ૊৫ʹؔ࿈͢ΔΨόφϯεͱίϯϓϥΠΞϯεͷਪਐཁҼΛಛఆ͠ɺจॻԽ͢Δɻ
    ΞϓϦέʔγϣϯݻ༗ͷηΩϡϦςΟٴͼίϯϓϥΠΞϯεͷجຊਫ४Λཱ֬͢Δɻ
    ϙϦγʔɺඪ४ɺୈࡾऀ͔Βͷཁٻࣄ߲ͷॱकΛଌఆ͢Δɻ
    w ڭҭࢦಋ τϨʔχϯάͱҙࣝ޲্૊৫ͱจԽ

    ҆શͳ։ൃͱ഑උʹؔ͢ΔτϐοΫͷϦιʔε΁ͷΞΫηεΛελοϑʹఏڙ͢Δɻ
    ιϑτ΢ΣΞϥΠϑαΠΫϧʹؔΘΔ͢΂ͯͷਓʹɺ҆શͳ։ൃʹؔ͢Δٕज़΍໾ׂʹԠͨ͡ΨΠμϯεΛڭҭ͢Δ
    ༷ʑͳνʔϜͷ։ൃऀ͕ϑΝγϦςʔλʔͱͳΔࣾ಺ݚमϓϩάϥϜΛ։ൃ͢Δɻ

    IUUQTPXBTQTBNNPSHNPEFMHPWFSOBODF
    .BUVSJUZ-FWFM੒ख़౓ஈ֊

    View Slide

  21. 08"414"..%FTJHO ઃܭ

    w ڴҖධՁ ΞϓϦέʔγϣϯͷϦεΫϓϩϑΝΠϧڴҖͷϞσϧԽ

    ૊৫΍ݸʑͷϓϩδΣΫτʹର͢Δߴਫ४ͷڴҖΛ࠷ળͷํ๏Ͱಛఆ͢Δɻ
    ૊৫಺ͷιϑτ΢ΣΞؔ࿈ͷڴҖΛඪ४Խ͠ɺશࣾతʹ෼ੳ͢Δɻ
    ૊৫શମʹ͓͚ΔڴҖͷ໢ཏੑΛੵۃతʹ޲্ͤ͞Δɻ
    w ηΩϡϦςΟཁ݅ ιϑτ΢ΣΞཁ݅αϓϥΠϠʔηΩϡϦςΟ

    ιϑτ΢ΣΞͷཁٻϓϩηεʹ͓͍ͯɺ໌ࣔతʹηΩϡϦςΟΛߟྀ͢Δɻ
    ϏδωεϩδοΫͱط஌ͷϦεΫ͔Βಋ͖ग़͞ΕΔηΩϡϦςΟཁ݅ͷཻ౓Λେ͖͘͢Δ
    ͢΂ͯͷιϑτ΢ΤΞͱαʔυύʔςΟͷґଘؔ܎ʹ͍ͭͯɺηΩϡϦςΟཁ݅ϓϩηεΛඞਢͱ͢Δ
    w ηΩϡϦςΟΞʔΩςΫνϟ ΞʔΩςΫνϟઃܭʗςΫϊϩδʔ؅ཧ

    ιϑτ΢ΣΞͷઃܭϓϩηεʹɺ༧๷తͳηΩϡϦςΟࢦಋͷߟྀ͕ૠೖ͞ΕΔɻ
    ιϑτ΢ΣΞͷઃܭϓϩηεΛɺط஌ͷηΩϡΞαʔϏεٴͼηΩϡΞόΠσϑΥϧτઃܭʹ޲͔ΘͤΔɻ
    ιϑτ΢ΣΞͷઃܭϓϩηεΛਖ਼͍͠ܗͰ؅ཧ͠ɺ҆શͳίϯϙʔωϯτͷར༻Λݕূ͢Δ

    IUUQTPXBTQTBNNPSHNPEFMEFTJHO
    .BUVSJUZ-FWFM੒ख़౓ஈ֊

    View Slide

  22. 08"414"..*NQMFNFOUBUJPO ࣮૷

    w ηΩϡΞͳϏϧυ ϏϧυͷྲྀΕιϑτ΢ΣΞͷґଘੑ

    Ϗϧυͷϓϩηε͸܁Γฦ͠ՄೳͰҰ؏͍ͯ͠·͢ɻ
    Ϗϧυͷϓϩηε͸࠷దԽ͞ΕɺϫʔΫϑϩʔʹ׬શʹ౷߹͞Ε͍ͯ·͢ɻ
    Ϗϧυͷϓϩηε͸ɺط஌ͷ͕ܽؕຊ൪؀ڥʹೖΔͷΛ๷͙ͷʹ໾ཱͪ·͢ɻ
    w ηΩϡΞͳσϓϩΠϝϯτ σϓϩΠͷྲྀΕൿີ؅ཧ

    σϓϩΠͷϓϩηε͸׬શʹจॻԽ͞Ε͍ͯΔɻ
    σϓϩΠͷϓϩηεʹηΩϡϦςΟݕূͷϚΠϧετʔϯؚ͕·Ε͍ͯΔ
    σϓϩΠͷϓϩηε͕׬શʹࣗಈԽ͞Ε͓ͯΓɺ͢΂ͯͷॏཁͳϚΠϧετʔϯͷࣗಈݕূΛ૊ΈࠐΜͰ͍Δ
    w ܽؕ؅ཧ ܽؕ௥੻ϝτϦΫεͱϑΟʔυόοΫ

    ͢΂ͯͷෆ۩߹͸ɺ֤ϓϩδΣΫτ಺Ͱ௥੻ௐࠪ͞Ε·͢ɻ
    ܽؕ௥੻͸ɺσϓϩΠϝϯτϓϩηεʹӨڹΛ༩͑ΔͨΊʹ࢖༻͞Ε·͢ɻ
    ෳ਺ͷίϯϙʔωϯτʹ·͕ͨΔܽؕ௥੻͸ɺ৽͍ܽؕ͠ͷ਺ΛݮΒͨ͢Ίʹ࢖༻͞Ε·͢ɻ

    IUUQTPXBTQTBNNPSHNPEFMJNQMFNFOUBUJPO
    .BUVSJUZ-FWFM੒ख़౓ஈ֊

    View Slide

  23. 08"414"..7FSJGJDBUJPO ݕূ

    w ΞʔΩςΫνϟΞηεϝϯτ ΞʔΩςΫνϟͷݕূͱݟ௚͠

    ΞʔΩςΫνϟΛݟ௚͠ɺయܕతͳϦεΫʹର͢Δجຊతͳ؇࿨ࡦ͕࣮ࢪ͞Ε͍ͯΔ͜ͱΛ֬ೝ͢Δɻ
    ΞʔΩςΫνϟͷηΩϡϦςΟػߏ͕׬શʹఏڙ͞Ε͍ͯΔ͜ͱΛ֬ೝ͢Δɻ
    ΞʔΩςΫνϟͷ༗ޮੑΛϨϏϡʔ͠ɺ݁ՌΛϑΟʔυόοΫͯ͠ɺηΩϡϦςΟΞʔΩςΫνϟΛվળ͢Δɻ
    w ཁ݅ۦಈܕςετ ੍ޚݕূޡ࢖༻ɾෆਖ਼࢖༻ςετ

    جຊతͳ੬ऑੑͳͲͷηΩϡϦςΟ໰୊Λػձతʹൃݟ͢Δɻ
    ࣮૷ϨϏϡʔΛ࣮ࢪ͠ɺηΩϡϦςΟཁ݅ʹର͢ΔΞϓϦέʔγϣϯݻ༗ͷϦεΫΛൃݟ͢Δɻ
    όάϑΟοΫεɺมߋɺϝϯςφϯεͷޙɺΞϓϦέʔγϣϯηΩϡϦςΟϨϕϧΛҡ࣋͢Δɻ
    w ηΩϡϦςΟςετ ֦ுੑͷ͋Δج४ਂ͍஌ࣝͱཧղ

    ηΩϡϦςΟςετΛ࣮ࢪ͠ɺηΩϡϦςΟ্ͷෆ۩߹Λൃݟ͢Δʢखಈ͓Αͼπʔϧϕʔεͷ྆ํʣɻ
    ఆظతͳϖϯςετʹՃ͑ɺࣗಈԽʹΑΓɺ։ൃ࣌ͷηΩϡϦςΟςετΛΑΓ׬શ͔ͭޮ཰తʹߦ͏͜ͱ͕Ͱ͖Δɻ
    ηΩϡϦςΟςετΛ։ൃɾ഑උϓϩηεͷҰ෦ͱͯ͠૊ΈࠐΉ͜ͱ͕Ͱ͖Δɻ

    IUUQTPXBTQTBNNPSHNPEFMWFSJ
    fi
    DBUJPO
    .BUVSJUZ-FWFM੒ख़౓ஈ֊

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  24. 08"414"..0QFSBUJPOT ӡ༻

    w ΠϯγσϯτϚωδϝϯτ Πϯγσϯτݕ஌ΠϯγσϯτϨεϙϯε

    ࠷େݶͷ౒ྗʹΑͬͯಘΒΕΔΠϯγσϯτݕ஌ɾରԠ
    ద੾ͳΠϯγσϯτϚωδϝϯτϓϩηεͷಋೖ
    ੒ख़ͨ͠Πϯγσϯτ؅ཧ
    w ։ൃ؀ڥͷϚωδϝϯτ ߏ੒ͷϋʔυχϯάύονͱΞοϓσʔτ

    ࠷େݶͷ౒ྗʹΑͬͯಘΒΕΔύονͱϋʔυχϯά
    ϕʔεϥΠϯ΍ΰʔϧΛઃఆͯ͠ద੾ͳϓϩηεͷݩͰ࣮ࢪ
    ܧଓతʹվળ͞ΕΔϓϩηε΁ͷద߹͕ڧ੍͞ΕΔ
    w ӡ༻؅ཧ σʔλอޢγεςϜഇࢭɾϨΨγʔ؅ཧ

    جૅతͳ࣮ࢪࣄ߲
    ؅ཧ͞ΕͨɺԠ౴ੑͷߴ͍खॱ
    ੵۃతͳ؂ࢹͱରԠ

    IUUQTPXBTQTBNNPSHNPEFMPQFSBUJPOT
    .BUVSJUZ-FWFM੒ख़౓ஈ֊

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  25. 08"414"..ͷద༻
    w 08"414"..ͷయܕతͳΞϓϩʔν
    w 08"414"..Λ૊৫Ͱ࢖༻͢Δࡍ͸ɺ४උ͔Β࢝ΊͯɺΞηεϝϯτɺ໨ඪͷઃఆɺܭ
    ըɺ࣮ࢪ͔ΒϩʔϧΞ΢τ·ͰΛߦ͏͜ͱͰ͢ɻ

    08"414"..͸ɺಛʹܧଓతͳվળΛࢧԉ͢Δͷʹద͓ͯ͠Γɺ͜ͷ৔߹ɺαΠΫϧ͸௨
    ৗ͔݄͔Β͔݄ͷظؒͰܧଓతʹ࣮ߦ͞Ε·͢ɻͳ͓ɺ͜ΕΒͷεςοϓΛৗʹ͢΂ͯ
    ࣮ߦ͢Δඞཁ͸͋Γ·ͤΜɻ08"414"..Λ࢖ͬͯɺͨͱ͑͹ɺධՁ͚ͩΛ࣮ߦͨ͠
    Γɺ௕ظతͳ໨ඪΛఆٛͨ͠Γ͢Δ͜ͱ΋ՄೳͰ͢ɻ
    w ͱΓ͋͑ͣɺ΍͍ͬͯ͘͜ͱʹ͍ͭͯ
    w ΫΠοΫελʔτͷऔΓ૊ΈͷҰ؀ͱͯ͠ɺ࠷ॳͷͭͷϑΣʔζʢ४උɺධՁɺ໨ඪઃఆɺ
    ܭըͷఆٛʣΛݶΒΕͨ࣌ؒʢʙ೔ʣͰҰਓͰ࣮ߦ͢Δ͜ͱ͕Ͱ͖·͢ɻ͔͠͠ɺ͜ΕΛ
    ૊৫಺ʹਁಁͤ͞Δ͜ͱ΍ɺಋೖɾల։ͷϑΣʔζͰ͸ɺ௨ৗ΋ͬͱଟ͘ͷ࣌ؒΛཁ͠·͢ɻ

    IUUQTPXBTQTBNNPSHHVJEBODFRVJDLTUBSUHVJEF
    ͪͳΈʹࢲ͸·ͩධՁΛ࣮ߦͯ͠ͳ͍Ͱ͢ʜ

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  26. 08"414"..🐝͸
    ఆྔԽɾՄࢹԽͯ͠ݱঢ়೺ѲΛ🐱❣

    ໨తͱͨ͠πʔϧͰ͢
    ΋͏͍͔͍ͬ❗❗🍒

    View Slide

  27. ʮ99΂͖࿦ʯ͸ආ͚Δ΂͖
    w ҹ৅࿦΍ޡղΛආ͚ɺඞཁͩͱࢥ͏΋ͷΛऔࣺબ୒͢Δ͜ͱ͕େ੾
    w ηΩϡΞɾόΠɾσβΠϯͳͲͷݴ༿ͷҙຯΛਖ਼࣮͘͠ߦ͢Δඞཁ͸ͳ͍
    w ͔͠͠ɺԿ͕ඞཁ͔ߟ͑Δ࣌ʹ͸ਖ਼͘͠ਂ͍ཧղ͕ඞཁ
    w 99΂͖࿦Ͱڧ੍͢ΔͷͰ͸ͳ͘ܒ໤͢Δͷ͕େ੾
    w 99͢΂͖ͱ͍ͬͯνʔϜ΍૊৫ʹڧ੍͠ͳ͍
    w ࣮ࢪଆɺӡӦଆͰೋ෼ԽͤͣҰॹʹͳͬͯऔΓ૊Ή͜ͱ͕େࣄ

    ಛʹηΩϡϦςΟʹ͓͍ͯʮ΂͖࿦ʯͷ൱ఆ͸೉͍͠

    View Slide

  28. ηΩϡΞɾόΠɾσβΠϯ✅
    Λ࣮ફ͍ͯ͘͠43&

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  29. ݕࡧ🔍
    ηΩϡΞɾόΠɾσβΠϯ
    ޙ෇͚Ͱ͸ͳ͘اըɾઃܭͷஈ֊͔ΒηΩϡϦςΟ࢓༷ΛऔΓࠐΜͰߦ͏γεςϜ։ൃख๏Ͱ͢ɻ
    IUUQTCPPLNZOBWJKQFDQSPEVDUTEFUBJMJE

    View Slide

  30. ݕࡧ🔍֓ཁ
    ηΩϡΞɾόΠɾσβΠϯ
    ϓϩάϥϛϯάͷ࣭ΛߴΊΔ͜ͱͰɺηΩϡϦςΟΛ޲্ͤ͞Δ͜ͱ͕Ͱ͖Δʕஶऀ
    Βͷߟ͑Λ༷ʑͳܗͰࢼ͠ݕূΛߦ͍ɺຊॻʮηΩϡΞɾόΠɾσβΠϯʢ4FDVSF
    CZ%FTJHOʣɾ҆શͳιϑτ΢ΣΞઃܭʯʹ·ͱΊ·ͨ͠ɻ
    ຊॻ͸&SJD&WBOTࢯͷυϝΠϯۦಈઃܭʢ%PNBJO%SJWFO%FTJHO%%%ʣʹؔ͢
    Δߟ͑ͷӨڹΛେ͖͘ड͚͍ͯ·͢ɻઃܭͷத৺ʹηΩϡϦςΟΛऔΓࠐΉߟ͑ɺυ
    ϝΠϯۦಈηΩϡϦςΟʢ%PNBJO%SJWFO4FDVSJUZʣͱ͍͏໊ͷίϯηϓτΛੜΈ
    ग़͜͠ͷߟ͑Λ࣮ࡍʹ։ൃʹಋೖ͠ɺൃల͖ͤͯ͞·ͨ͠ɻ
    IUUQTCPPLNZOBWJKQFDQSPEVDUTEFUBJMJE

    View Slide

  31. ݕࡧ🔍໨࣍
    ηΩϡΞɾόΠɾσβΠϯ
    ୈ෦ಋೖฤ
    ୈষͳͥɺઃܭ͕ηΩϡϦςΟʹ͓͍ͯॏཁͳͷ͔ʁ
    ୈষͪΐͬͱٳܜʰϋϜϨοτʱͷ൵ܶ
    ୈ෦جૅฤ
    ୈষυϝΠϯۦಈઃܭͷத֩Λ੒͢ίϯηϓτ
    ୈষ҆શੑΛཱ֬͢Δ࣮૷ςΫχοΫ
    ୈষυϝΠϯɾϓϦϛςΟϒʢEPNBJOQSJNJUJWFʣ
    ୈষঢ়ଶͷ׬શੑʢJOUFHSJUZʣͷอূ
    ୈষঢ়ଶͷෳࡶ͞ͷܰݮ
    ୈষηΩϡϦςΟΛҙࣝͨ͠σϦόϦɾύΠϓϥΠϯ
    ୈষ҆શੑΛߟ͑ͨॲཧࣦഊ࣌ͷରࡦ
    ୈষΫϥ΢υతߟ͑ํʹΑΔϝϦοτ
    ୈষͪΐͬͱٳܜอݥྉͷࢧ෷͍ͳ͠ʹ੒ཱͯ͠͠·ͬͨอݥܖ໿
    ୈ෦Ԡ༻ฤ
    ୈষϨΨγʔɾίʔυ΁ͷద༻
    ୈষϚΠΫϩαʔϏεͰͷࢦ਑
    ୈষ࠷ޙʹɿηΩϡϦςΟΛ๨ΕΔ΂͔Βͣʂ

    View Slide

  32. ݕࡧ🔍ୈ෦ಋೖฤ
    ηΩϡΞɾόΠɾσβΠϯ
    ୈ෦ಋೖฤ📚
    ୈষͳͥɺઃܭ͕ηΩϡϦςΟʹ͓͍ͯॏཁͳͷ͔ʁ
    ୈষͪΐͬͱٳܜʰϋϜϨοτʱͷ൵ܶ
    ηΩϡΞɾόΠɾσβΠϯʹ͍࣮ͭͯྫͱڞ
    ʹݟ͍͖ͯ·͢ɻηΩϡϦςΟͱ։ൃʹ͍ͭ
    ͯͲͷΑ͏ʹߟ͑ɺͦΕΒ͕૊Έ߹Θ͞Δͷ
    ͔ɻ͋ΘͤͯͲ͜Ͱ໰୊͕ى͜Γ΍͍͢ͷ͔
    ͱԿ͕Ͱ͖Δͷ͔Λ෼ੳ͠·͢ɻ

    View Slide

  33. ݕࡧ🔍ୈ෦جૅฤ
    ηΩϡΞɾόΠɾσβΠϯ
    ୈ෦جૅฤ📚
    ୈষυϝΠϯۦಈઃܭͷத֩Λ੒͢ίϯηϓτ
    ୈষ҆શੑΛཱ֬͢Δ࣮૷ςΫχοΫ
    ୈষυϝΠϯɾϓϦϛςΟϒʢEPNBJOQSJNJUJWFʣ
    ୈষঢ়ଶͷ׬શੑʢJOUFHSJUZʣͷอূ
    ୈষঢ়ଶͷෳࡶ͞ͷܰݮ
    ୈষηΩϡϦςΟΛҙࣝͨ͠σϦόϦɾύΠϓϥΠϯ
    ୈষ҆શੑΛߟ͑ͨॲཧࣦഊ࣌ͷରࡦ
    ୈষΫϥ΢υతߟ͑ํʹΑΔϝϦοτ
    ୈষͪΐͬͱٳܜอݥྉͷࢧ෷͍ͳ͠ʹ੒ཱͯ͠͠·ͬͨอݥܖ໿
    ιϑτ΢ΣΞͷ࡞੒ʹ͓͚ΔηΩϡΞɾόΠɾσβ
    Πϯͷج൫Λߏங͢Δઃܭͷݪଇɺߟ͑ɺίϯηϓ
    τʹֶ͍ͭͯΜͰ͍͖·͢ɻ

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  34. ݕࡧ🔍ୈ෦Ԡ༻ฤ
    ηΩϡΞɾόΠɾσβΠϯ
    ୈ෦Ԡ༻ฤ📚
    ୈষϨΨγʔɾίʔυ΁ͷద༻
    ୈষϚΠΫϩαʔϏεͰͷࢦ਑
    ୈষ࠷ޙʹɿηΩϡϦςΟΛ๨ΕΔ΂͔Βͣʂ
    ଟ͘ͷ։ൃऀ͸ʮηΩϡΞɾόΠɾσβΠϯʯΛϨΨγʔɾ
    ίʔυʹద༻͢Δ͜ͱ͕೉͍͠ͱײ͡Δ܏޲͕͋Γ·͢ɻϨ
    ΨγʔɾίʔυͷվળɺϞϊϦγοΫɾΞʔΩςΫνϟͰΑ
    ͘ى͜Δ໰୊ɺϚΠΫϩαʔϏεɾΞʔΩςΫνϟʹ͍ͭͯ
    ݟ͍͖ͯ·͢ɻ

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  35. ൵͍͠࿩😭
    IUUQTCPPLNZOBWJKQFDQSPEVDUTEFUBJMJE
    ೔લʹొஃ͕෼͔Β࣌ؒʹมߋʹͳͬͨҝʹ
    ʰηΩϡΞɾόΠɾσβΠϯΛ࣮ફ͍ͯ͘͠43&ʱͷࢿྉΛ૿΍ͨ͠
    ͢ΔͱɺʰηΩϡΞɾόΠɾσβΠϯͷશମ૾🐘ʱͷ࿩͕࣌ؒ͢ফ͑ͨ
    ઙ͍஌ࣝͰ঺հͨ͠%%%ͷ࿩͕ফ͑ڈΓ·ͨ͠ʜ
    ઙ͍஌ࣝͰ঺հͨ͠%%%ͷ࿩͸ϒϩάʹ΋Ͱ͖ͳ͍ͷͰ
    ͞Α͏ͳΒ͠·ͨ͠🙏
    ઃܭஈ֊͔ΒηΩϡϦςΟΛҙࣝ͢Δେ੾͞Λ͜͜Ͱ໰͍ͯͨͷͰ
    ࠶ฤͯ͠%FW4FD0QTͷ࿩Λ௥Ճ͠·ͨ͠

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  36. 43&͔Β͢Δͱ%FW0QT͔ΒͷྲྀΕ͕ࣗવ͔΋
    ʮDMBTT43&JNQMFNFOUT%FW0QTʯʢ43&͸%FW0QTͱ͍͏Ϋϥεͷ࣮૷Ͱ͋Δʣ

    ͭ·Γɺ%FW0QT͸ࢥ૝Ͱ͋Γɺ43&͸ͦͷ࣮૷ํ๏Ͱ͋Δͱ͍͏΋ͷͰ͢ɻ

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  37. ݕࡧ🔍%FW0QTͱ͸
    %FW0QT
    ։ൃऀͱӡ༻ऀͷڠྗɾ༥߹
    wγεςϜͷ%FWͱ0QTͰରཱ͋͠͏ͷͰ͸ͳ
    ͘ɺ͓ޓ͍ʹڠௐ͠ͳ͕ΒϏδωεͷ໨తΛୡ
    ੒͢ΔͨΊͷߟ͑ํɺ૊৫తͳจԽ
    https://www.oreilly.co.jp/books/9784873118352/

    View Slide

  38. w %FW0QTͷྺ࢙
    w ೔ճҎ্ͷσϓϩΠ'MJDLSʹ͓͚Δ%FWͱ0QTͷڠྗ
    w ެԋͰ͸ͲͷΑ͏ͳ࢓૊Έ΍จԽʹΑͬͯ೔ʹճҎ্ͷσϓϩΠ͕

    Մೳ͔ʁͦΕΒ͕ੜ·ΕͨഎܠͱڞʹޠΒΕ͍ͯ·͢ɻ
    w %FW0QT%BZTͷ։࠵ ೥ΑΓ

    w ςʔϚ͸ࣗಈԽɺςετɺηΩϡϦςΟɺ૊৫จԽ
    w ࠓͰ͸શੈքͷ͋ΒΏΔ৔ॴͰ։࠵͞Ε͍ͯΔ
    https://www.slideshare.net/jallspaw/

    10-deploys-per-day-dev-and-ops-cooperation-at-flickr
    4FQBSBUFUFBNTDBOMFBEUPDPO
    fl
    JDUJOHJODFOUJWFT QIPUPCZ%BWF3PUI

    ։ൃऀͱӡ༻ऀͷڠۀ͸ࠓͰ͸͋ͨΓ·͑ઃܭஈ֊͔ΒؔΘΔΑ͏ʹ
    ʰࣗ෼ͷϚγϯͰ͸ಈ͍ͨΜͰ͚͢ͲͶʱ
    ͱ͔͸࢓ࣄͰฉ͍ͨ͜ͱ͕ͳ͍ʜɹӡ͕ྑ͍ʜ

    View Slide

  39. ݕࡧ🔍
    %FW4FD0QT
    %FW4FD0QTͱ͸ɺ৘ใγεςϜʹ͓͍ͯɺ։ൃʢ%FWFMPQNFOUʣͱӡ༻ʢ0QFSBUJPOTʣ͕ີʹ
    ࿈ܞ͢Δ͜ͱͰɺ։ൃʹ͔͔ΔظؒΛ୹ॖ͠ɺϦϦʔεස౓ΛߴΊΔ։ൃελΠϧͷ͜ͱͰ͢ɻʹη
    ΩϡϦςΟʢ4FDVSJUZʣ΋༥߹ͤ͞Δ͜ͱͰɺηΩϡϦςΟΛ֬อͭͭ͠ɺ։ൃεϐʔυΛଛͳΘͳ
    ͍ελΠϧͷ͜ͱΛࢦ͠·͢
    IUUQTXXXOSJTFDVSFDPKQHMPTTBSZ

    View Slide

  40. ηΩϡΞɾόΠɾσβΠϯΛ࣮ફ͍ͯ͘͠43&
    ηΩϡϦςΟΛҙࣝͨ͠σϓϩΠϝϯτ·ͰͷύΠϓϥΠϯ
    ॲཧࣦഊ࣌ͷઃܭ

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  41. ηΩϡϦςΟΛҙࣝͨ͠σϓϩΠϝϯτ·ͰͷύΠϓϥΠϯ
    w σϓϩΠϝϯτύΠϓϥΠϯσϦόϦύΠϓϥΠϯͱ͸ʁ
    w ιϑτ΢ΣΞΛԿΒ͔ͷ؀ڥʹల։͢Δ·ͰͷϓϩηεΛࣗಈԽͨ͠΋ͷͰ͢
    w ͜͏͍͏ͱߴ౓Ͱෳࡶͳ΋ͷͷΑ͏ʹࢥ͑·͕࣮͢ࡍͷ࡞ۀΛࣗಈԽ۪ͨ͠௚ͳ΋ͷͰ͢
    w ։ൃऀ͸ඞཁͳϑΝΠϧΛ(JUʹϓογϡ͢ΔͱҰ࿈ͷಈ࡞͕࣮ߦ͞ΕΔ
    w ʰ։ൃ؀ڥͷηΩϡϦςΟ͓Α
    び
    $*$%
    パ
    Π
    プ
    ϥΠϯͷηΩϡΞԽʱ͕ͱͯ΋ྑ͍ͷͰׂѪ
    w ͍͔ͭ͘ͷ5JQTʹ͍ͭͯ঺հ͍ͯ͘͠

    Ϗϧυ ୯ମςετ
    γεςϜ
    ςετ
    Մ༻ੑ
    ςετ
    σϓϩΠ
    IUUQTTQFBLFSEFDLDPNSVOHUSBJOJOHEFWFOWTFDVSJUZKB
    ։ൃ؀ڥͷηΩϡϦςΟ͓Α
    び
    $*$%
    パ
    Π
    プ
    ϥΠϯͷηΩϡΞԽ
    ˞͜Ε͕ਖ਼͍͠ͱ͍͏Θ͚Ͱ͸ͳ͍

    View Slide

  42. ηΩϡϦςΟΛҙࣝͨ͠σϓϩΠϝϯτ·ͰͷύΠϓϥΠϯ
    w ઃܭΛΑΓ҆શͳ΋ͷʹ͢Δ୯ମςετ
    w ͲͷΑ͏ʹৼΔ෣͏΂͖͔Λهࡌ͢Δ
    w ਖ਼ৗ஋ςετɺڥք஋ςετɺҟৗ஋ςετɺۃ୺஋ςετ
    w ߦّͷΑ͍ςετ͹͔Γͯ͠͸͍͚ͳ͍
    w ਖ਼نදݱͳͲͷػೳʹؔͯ͠͸ͪΌΜͱ
    w αʔυύʔςΟ 4BB4΍֎෦αʔϏε
    ΁ͷςετ΋࣮ࢪ͢Δ
    w ୯ମςετҎ֎Ͱ΋ϒϥοΫϘοΫεͷαʔϏεಉ༷ʹ࣮ߦ͢Δ

    Ϗϧυ ୯ମςετ
    γεςϜ
    ςετ
    Մ༻ੑ
    ςετ
    σϓϩΠ

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  43. ηΩϡϦςΟΛҙࣝͨ͠σϓϩΠϝϯτ·ͰͷύΠϓϥΠϯ
    w γεςϜςετ ػೳτάϧɺ݁߹ςετɺΞϓϦέʔγϣϯςετ

    w ػೳτάϧʹؔͯ͠΋σϑΥϧτҎ֎ͷςετ͔ͭ໢ཏతʹ΍͓ͬͯ͘
    w ػೳઃఆͷෆඋͰຊདྷېࢭ͍ͯ͠ΔσόοάϞʔυ
    w NBJOϒϥϯνʹ͸ͳ͍ػೳͷςετ΋ߦ͏
    w ηΩϡϦςΟͷࣗಈςετ΋୯ମςετʹೖΕ͓͚ͯΔ΋ͷ͸͍ΕΔ
    w ඞཁʹԠͯ͡੬ऑੑ਍அͰ͋ͬͨΓ৵ೖςετΛ࣮ࢪͰ͖ΔΑ͏ʹͳΔ
    w ฐࣾ4BB4ͷTFDVSJGZ XXXTFDVSJGZKQ
    ͷಋೖͷݕ౼΋ͥͻ

    Ϗϧυ ୯ମςετ
    γεςϜ
    ςετ
    Մ༻ੑ
    ςετ
    σϓϩΠ
    IUUQTTQFBLFSEFDLDPNSVOHUSBJOJOHEFWFOWTFDVSJUZKB
    ։ൃ؀ڥͷηΩϡϦςΟ͓Α
    び
    $*$%
    パ
    Π
    プ
    ϥΠϯͷηΩϡΞԽ

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  44. ηΩϡϦςΟΛҙࣝͨ͠σϓϩΠϝϯτ·ͰͷύΠϓϥΠϯ
    w Մ༻ੑ͸ॏཁͰ͋Γɺ͢΂ͯͷγεςϜʹ͓͍ͯߟྀ͢΂͖
    w %P4߈ܸΛγϡϛϨʔγϣϯ͢Δ͜ͱͰɺઃఆʹ͓͚Δ੬ऑͳ෦෼Λશମతʹ೺ѲͰ͖Δ
    w ϨεϙϯελΠϜʹؔͯ͠೺ѲͰ͖ΔΑ͏ʹ݁Ռ͸+40/Ͱग़ྗ͢Δ
    w σϑΥϧτͷৼΔ෣͍Λςετ͢Δͷ΋େࣄ
    w ࢖༻͍ͯ͠ΔπʔϧͷσϑΥϧτͷৼΔ෣͍Λ஌Δ͜ͱ͸ॏཁͰ͋Γ

    ͦͷσϑΥϧτͷৼΔ෣͍Λςετ͢Δ͜ͱ΋ॏཁͰ͢

    Ϗϧυ ୯ମςετ
    γεςϜ
    ςετ
    Մ༻ੑ
    ςετ
    σϓϩΠ
    IUUQTTQFBLFSEFDLDPNSVOHUSBJOJOHEFWFOWTFDVSJUZKB
    ։ൃ؀ڥͷηΩϡϦςΟ͓Α
    び
    $*$%
    パ
    Π
    プ
    ϥΠϯͷηΩϡΞԽ

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  45. ॲཧࣦഊ࣌ͷઃܭ
    w Մ༻ੑΛ֬อ͢Δ͜ͱ͸ιϑτ΢ΣΞʹͱͬͯॏཁͳ໨ඪͰ͋Δ
    w ճ෮ੑͱԠ౴ੑ͸γεςϜͷՄ༻ੑΛ޲্ͤ͞ΔཁૉͰ͋Γɺͦͷ͜ͱ͕҆શੑʹܨ͕Δ
    w ճ෮ੑ 3FTJMJFODF

    w ճ෮ੑΛඋ͑ͨγεςϜͱ͸ɺߴ͍ෛՙ͕͔͔͍ͬͯΔঢ়گͰ͋ͬͯ΋ɺػೳΛఏڙ͠ଓ͚ΒΕΔ
    Α͏ʹઃܭ͞ΕͨγεςϜͷ͜ͱ
    w Ԡ౴ੑ 3FTQPOTJWFOFTT

    w γεςϜʹԠ౴ੑΛ࣋ͨͤΔͨΊʹ͸ɺߴ͍ෛՙ͕͔͔͍ͬͯΔͱ͖ʹɺγεςϜ͕୯ʹಈ͍͍ͯ
    Δ͚ͩͰ͸ͳ͘ɺݺͼग़͞ΕͨΒɺ͙͢ʹϨεϙϯεΛฦ͢Α͏ʹ͠ͳͯ͘͸ͳΒͳ͍

    0QFOঢ়ଶ

    ੾அঢ়ଶ

    $MPTFঢ়ଶ

    ઀ଓঢ়ଶ

    )BSG$MPTFঢ়ଶ

    ൒੾அঢ়ଶ

    ݺͼग़͠ͷࣦഊճ਺͕͖͍͠஋Λ௒͢
    ࠶ݺͼग़͠Λ

    ࣮ߦ͢Δ·Ͱͷ࣌ؒ
    ࠶ݺͼग़͕͠

    ੒ޭ͢Δ
    ࠶ݺͼग़͕͠

    ࣦഊ͢Δ
    αʔΩουɾϒϨΠΧʔͷͭͷঢ়ଶ

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  46. ॲཧࣦഊ࣌ͷઃܭ
    w αʔΩουɾϒϨΠΧʔɺόϧΫϔουɺλΠϜΞ΢τͳͲͷઃܭύλʔϯ
    w αʔΩουɾϒϨΠΧʔ
    w αʔΩοτϒϨʔΧʔ͸ɺϚΠΫϩαʔϏεͷΑ͏ʹɺαʔϏεಉ͕࢜઀ଓ͍͋͠ɺෳࡶͳωοτϫʔΫΛߏ੒͢
    Δࡍʹɺہॴతͳো֐͕γεςϜશମʹ೾ٴͤ͞ͳ͍ɺ࢓૊ΈͰ͢ɻϒϨʔΧʔ #SFBLFS
    Λམͱ͢Α͏ʹɺωο
    τϫʔΫ্ͷճ࿏ $JSDVJU
    Λःஅ͢ΔͷͰ͢ɻ
    w Χεέʔυো֐ͷ࿈࠯ͷ໰୊Λ๷͙ ϐλΰϥεΠονతͳࢮʹํͨ͠αʔϏε͸෮چ͕େมʜ

    w όϧΫϔου োน

    w γεςϜͰൃੜͨ͠໰୊͕ଞͷ෦෼΍શମʹӨڹΛ༩͑ͯɺγεςϜશମ͕ػೳ͠ͳ͘ͳΔ͜ͱΛޮՌతʹ๷͙ࣦ
    ഊʹؔ͢Δઃܭύλʔϯ
    w ίʔυϨϕϧɺΠϯϑϥϨϕϧɺϩέʔγϣϯϨϕϧͳͲ༷ʑͳϨϕϧͰߟ͑Δ͜ͱ͕ඞཁ

    0QFOঢ়ଶ

    ੾அঢ়ଶ

    $MPTFঢ়ଶ

    ઀ଓঢ়ଶ

    )BSG$MPTFঢ়ଶ

    ൒੾அঢ়ଶ

    ݺͼग़͠ͷࣦഊճ਺͕͖͍͠஋Λ௒͢
    ࠶ݺͼग़͠Λ

    ࣮ߦ͢Δ·Ͱͷ࣌ؒ
    ࠶ݺͼग़͕͠

    ੒ޭ͢Δ
    ࠶ݺͼग़͕͠

    ࣦഊ͢Δ
    αʔΩουɾϒϨΠΧʔͷͭͷঢ়ଶ
    IUUQTJTUJPJPMBUFTUEPDTSFGFSFODFDPO
    fi
    HOFUXPSLJOHEFTUJOBUJPOSVMF
    %FTUJOBUJPO3VMF

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  47. ॲཧࣦഊ࣌ͷઃܭ
    w αʔΩουɾϒϨΠΧʔɺόϧΫϔουɺλΠϜΞ΢τͳͲͷઃܭύλʔϯ
    w λΠϜΞ΢τ
    w ϦΫΤετΛૹͬͯҰఆ࣌ؒΛ͗͢ΔͱϦΫΤετ͕ࣦഊͨ͜͠ͱʹ͢Δ
    w ϑΥʔϧτΠϯδΣΫγϣϯ
    w ҟৗͳํ๏ͰετϨε͕͔͔ͬͨͱ͖ʹɺγεςϜ͕ͲͷΑ͏ʹಈ࡞͢Δ͔Λཧղ͢Δͷʹ໾ཱͭ
    ςετख๏Ͱ͋ΔɻࣦഊΛ஫ೖ͢Δ͜ͱɻ͜ͷख๏͸ɺγϛϡϨʔγϣϯ΍࣮ݧͷ݁Ռʹجͮ͘
    ͨΊɺ౷ܭతख๏ͱൺֱͯ͠ɺΑΓ༗ޮͰ͋ΔՄೳੑ͕͋Δɻ

    0QFOঢ়ଶ

    ੾அঢ়ଶ

    $MPTFঢ়ଶ

    ઀ଓঢ়ଶ

    )BSG$MPTFঢ়ଶ

    ൒੾அঢ়ଶ

    ݺͼग़͠ͷࣦഊճ਺͕͖͍͠஋Λ௒͢
    ࠶ݺͼग़͠Λ

    ࣮ߦ͢Δ·Ͱͷ࣌ؒ
    ࠶ݺͼग़͕͠

    ੒ޭ͢Δ
    ࠶ݺͼग़͕͠

    ࣦഊ͢Δ
    αʔΩουɾϒϨΠΧʔͷͭͷঢ়ଶ
    ͱ͋Δ43&ͷ৔߹ઃܭύλʔϯͷ࣮ݱͷҝʹ*TUJPΛར༻͢Δ
    ϏδωεϩδοΫͱ޲͖߹͍ͳ͕Βͷઃܭ͕ඞཁ
    Ϗδωεతͳྫ֎ͱٕज़తͳྫ֎ͷ෼཭ͯ͠ߟ͑Δ
    SaaS.tech ͱ͔͕ΦεεϝͰ͢
    https://saas-tech.connpass.com/

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  48. ॲཧࣦഊ࣌ͷઃܭ *TUJPͷ৔߹

    w αʔϏεڥքͷো֐ղফʹαʔϏεϝογϡʹʮ*TUJPʯ͕༗ޮ
    αʔϏεؒ௨৴ͷҰ࣌తͳো֐ʹର͢Δ࠶ࢼߦ
    Ԡ౴ੑͷ௿͍γεςϜͰϦιʔεΛ࿘අ͢Δ͜ͱΛ๷ࢭ
    ো֐ͷӨڹ͕αʔϏεػೳશମʹ೾ٴ͠ͳ͍Α͏ʹɺαʔϏε܈Λద੾ʹִ཭
    ෳ਺αʔϏεʹ·͕ͨΔσʔλߋ৽ͷ݁Ռ੔߹ੑͷอূ
    ٖࣅతͳγεςϜো֐Λൃੜͤ͞ΒΕΔ
    ͜ΕΒͷঢ়ଶʹରͯ͠Մ؍ଌੑ͕อূ͞ΕΔ

    IUUQTJTUJPJPΑΓ

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  49. ॲཧࣦഊ࣌ͷઃܭ *TUJPͷ৔߹

    w *TUJPΛಋೖ͢Δ্Ͱͷߟྀ఺
    w *TUJP؀ڥΛ࡞Δࡍʹ͸εΩϧͱ޻਺ͱϦιʔεͷΦʔόʔϔου͕ൃੜ
    w ,VCFSOFUFTͱ૊Έ߹ΘͤΔͱ͖ͷ੍໿ͷཧղ
    w ֤छίϯϑΟάϨʔγϣϯͷཧղ
    w *TUJPࣗମͷ؅ཧ
    w ωοτϫʔΫ΍,VCFSOFUFTʹৄ͘͠ͳ͍ͱτϥϒϧγϡʔςΟϯάͰ٧Ή

    IUUQTJTUJPJPΑΓ
    ͦ͏͍͑͹ɺ43&ࢧԉࣄۀͱͯ͠࿑ಇ͍ͯ͠ΔͷͰ

    ಋೖࢧԉͷ૬ஊ͠ʹ͖͍ͯͩ͘͞ʔʂ
    େ޿ࠂ
    IUUQTTSFBLFDPN
    ݕࡧ🔍4SFBLFͱ͸

    View Slide

  50. 'JO

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  51. ࢀߟࢿྉ
    w 08"414".. 4PGUXBSF"TTVSBODF.BUVSJUZ.PEFM

    w IUUQTPXBTQPSHXXXQSPKFDUTBNN
    w IUUQTHJUIVCDPNPXBTQTBNNDPSF
    w 085+108"414"..
    w IUUQTTQFBLFSEFDLDPNPXBTQKBQBOPXUKQPXBTQTBNN
    w ηΩϡϦςΟʔνΣοΫγʔτͱ͍͏ҋ΁ͷ๷Ӵज़
    w IUUQTRJJUBDPNOGVKJUBBJUFNTDG
    w $JSDVJU#SFBLFS
    w IUUQTNBSUJOGPXMFSDPNCMJLJ$JSDVJU#SFBLFSIUNM

    View Slide

  52. ࢀߟࢿྉ
    w 1BUUFSO$JSDVJU#SFBLFS
    w IUUQTNJDSPTFSWJDFTJPQBUUFSOTSFMJBCJMJUZDJSDVJUCSFBLFSIUNM
    w αʔϏεϝογϡͷʮ*TUJPʯ΍ɺ044Ͱߏ੒͞ΕͨϚωʔδυαʔϏεʕʕ
    ϛογϣϯΫϦςΟΧϧͳγεςϜΛ,VCFSOFUFTͰ࣮ݱ͢ΔΧΪ͸πʔϧ
    ʹ͋Γʂʲσϒαϛʳ
    w IUUQTDPEF[JOFKQBSUJDMFEFUBJM
    w %FTJHO*UʕϓϩάϥϚʔͷͨΊͷΞʔΩςΫςΟϯάೖ໳
    w IUUQTXXXBNB[PODPKQEQ

    View Slide

  53. ࢀߟࢿྉ
    w 08"414"..5PPMLJUW
    w IUUQTEPDTHPPHMFDPNTQSFBETIFFUTE
    KN-7MU3IV("9D-6D8)2PY6JDS%H.7([%&
    WJFXHJE
    w 3FMFBTF*U%FTJHOBOE%FQMPZ1SPEVDUJPO3FBEZ4PGUXBSF
    w IUUQTXXXBNB[PODPKQHQQSPEVDU

    View Slide