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)PXUPJODSFBTFEFWFMPQFSQSPEVDUJWJUZ GMO Pepabo, Inc. Developer Productivity and R&D TAKAHASHI Kenichi 2015/10/09 Stack Overflow DevDays :FBS 3FUSPTQFDUJWF
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5",")"4)*,FOJDIJ!LFODIBO (.01FQBCP *OD %FWFMPQFS1SPEVDUJWJUZBOE3% IUUQTIVDSFBNOFU
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%FWFMPQFS1SPEVDUJWJUZBOE3% $50 $IJFG&OHJOFFS 3VCZ$PNNJUFS *OGSB NSVCZ 3VCZ (PMBOH %FW0QT 1)1 %FW0QT 4PGUXBSF%FTJHO .PCJMF 3VCZ "HJMF -JOVY,FSOFM &EVDBUJPO
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)PXUPJODSFBTFEFWFMPQFSQSPEVDUJWJUZ GMO Pepabo, Inc. Developer Productivity and R&D TAKAHASHI Kenichi 2015/10/09 Stack Overflow DevDays :FBS 3FUSPTQFDUJWF
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"CTUSBDU ͜ͷؒɺΧϥʔϛʔγϣοϓͱ͍͏Λܴ͑Δ αʔϏεͷγϣοϐϯάΧʔτػೳͷϦχϡʔΞϧϓϩ δΣΫτʹؔΘ͖ͬͯ·ͨ͠ɻ ͦͷதͰɺϓϩδΣΫτͷ্ཱ͕ͪΓϕʔλϦϦʔε· Ͱʹى͖ͨ՝ɺͦΕΒΛղܾ͢ΔͨΊʹߦ͖ͬͯͨ ΞΫγϣϯΛ;Γ͔͑Γ·͢ɻ ͞·͟·ͳ׆ಈͱͦͷ݁ՌΛڞ༗͢Δ͜ͱͰɺΈͳ͞Μ ͷલʹ͋ΔนΛӽ͑ΔͨΊͷώϯτʹͳΕ͍Ͱ͢ɻ
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IUUQTIPQQSPKQ NPEFOFXDBSU
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5IFNFT 5FBN 1SPKFDU 1SPHSBNNJOH 1SPEVDU
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5FBN
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૬ޓཧղͱࣗ৴
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׆ಈ νʔϜϏϧσΟϯά ;Γ͔͑Γ
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νʔϜϏϧσΟϯά
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υϥοΧʔ෩ΤΫααΠζ ࣗԿ͕ಘҙͳͷ͔ ࣗͲ͏ͬͯߩݙ͢ΔͭΓ͔ ͕ࣗେʹ͢ΔՁԿ͔ νʔϜϝϯόʔͲΜͳՌΛظ͠ ͍ͯΔͱࢥ͏͔
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৽ΧʔτϓϩδΣΫτͷνʔϜϏϧσΟϯά ࣗͷߩݙ ࣗͷಘҙͳ͜ͱ Ͳ͏͍͏͜ͱͰߩݙ͢ΔͭΓ͔ ଞਓͷظ Ͳ͏͍͏ߩݙΛͯ͠΄͍͔͠ Ͳ͏ͳͬͯཉ͍͔͠
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;Γ͔͑Γ
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ύλʔϯͷ;Γ͔͑Γ εϓϦϯτ୯ҐͰͷ,15 ϲ݄୯ҐͰͷλΠϜϥΠϯ
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;Γ͔͑Γͷαϙʔτ શһ͕ൃݴͰ͖ΔΑ͏ʹ͢Δ ͷຊ࣭͕ͣΕͳ͍Α͏ʹ ղܾํ๏ͷώϯτ
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3FDBQ νʔϜ֎Ͱͷ૬ޓཧղΛଅਐ ෆ҆ΛݮΒͯࣗ͠৴ΛͬͯਐΊΔ
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1SPKFDU
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ݟ͑ΔԽ
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׆ಈ ݟੵΓͱܭըͮ͘Γͷࢧԉ 1JWPUBM5SBDLFSͷಋೖ ٞࣄ
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ݟੵΓͱܭըͮ͘Γ
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IUUQTTQFBLFSEFDLDPNLFODIBOFTUJNBUJOHBOE QMBOOJOHUFDIOJRVF
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1JWPUBM5SBDLFS ͷಋೖ
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σδλϧͱΞφϩά Ξφϩάͷར ޒײΛϑϧ׆༻Ͱ͖Δ σδλϧͷར ϩάΛͤΔ ܭࢉ͕ಘҙ
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ٞࣄ
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IUUQTTQFBLFSEFDLDPNLFODIBOBMMPGNJOVUFTJ MFBSOFEJOFTN
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3FDBQ σδλϧͱΞφϩάΛ׆༻ͯ͠ϓϩδΣ Ϋτͷݟ͑ΔԽΛࢧԉ
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ϓϩάϥϛϯά
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εέʔϧ͢Δࣄ
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ϓϩάϥϛϯάʹؔ͢Δࢧԉ ίʔυϨϏϡʔ ϥΠϒϥϦ։ൃ εςʔδϯάڥͷߏங ࣾΫϥυج൫ͷεύΠΫ
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ϥΠϒϥϦ։ൃ QFQBCPBDUJWF@NFSDIBOUFQTJMPO LFODIBOTDIFNJ[F LFODIBOSTQFD EFGBVMU@IUUQ@IFBEFS
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εςʔδϯάڥͷඋ
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ࣾΫϥυج൫ͷεύΠΫ
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3FDBQ ։ൃνʔϜͷোΛઌճΓͯ͠औΓআ ͍͍ͯ͘ ཧ༝ݪଇΛ౿·͑ͯνʔϜͷΛ ࢧԉ͢Δ εέʔϧ͢Δࣄ
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1SPEVDU
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ಁ໌ੑ
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׆ಈ ཁ݅ఆٛɺ༏ઌॱҐ͚ͷςΫχοΫ ϓϩμΫτΦʔφʔγοϓษڧձ
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ϓϩμΫτόοΫϩάͷಁ໌ੑ ։ൃνʔϜશһ͕ೲಘ͢ΔϓϩμΫτ όοΫϩά ͳͥΔͷ͔ Ͳ͏͍͏༏ઌॱҐͰΔͷ͔
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ङϞσϧʹΑΔੳ IUUQTXXXKVTFPSKQEFQBSUNFOUBMQPJOUIUNM
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IUUQTTQFBLFSEFDLDPNLFODIBOQFQBCPQSPEVDU PXOFSTIJQTUVEZNFFUVQ
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3FDBQ ϓϩμΫτόοΫϩάͷಁ໌ੑΛେࣄ ʹ͢Δ ଟ͘ͷਓ͕ϓϩμΫτΦʔφʔγοϓ Λ࣋ͭͨΊͷ׆ಈ
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·ͱΊ
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"CTUSBDU ͜ͷؒɺΧϥʔϛʔγϣοϓͱ͍͏Λܴ͑Δ αʔϏεͷγϣοϐϯάΧʔτػೳͷϦχϡʔΞϧϓϩ δΣΫτʹؔΘ͖ͬͯ·ͨ͠ɻ ͦͷதͰɺϓϩδΣΫτͷ্ཱ͕ͪΓϕʔλϦϦʔε· Ͱʹى͖ͨ՝ɺͦΕΒΛղܾ͢ΔͨΊʹߦ͖ͬͯͨ ΞΫγϣϯΛ;Γ͔͑Γ·͢ɻ ͞·͟·ͳ׆ಈͱͦͷ݁ՌΛڞ༗͢Δ͜ͱͰɺΈͳ͞Μ ͷલʹ͋ΔนΛӽ͑ΔͨΊͷώϯτʹͳΕ͍Ͱ͢ɻ
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5IFNFT 5FBN 1SPKFDU 1SPEVDU 1SPHSBNNJOH
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νʔϜͷ׆ಈ νʔϜϏϧσΟϯά ;Γ͔͑Γ
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ϓϩδΣΫτͷ׆ಈ ݟੵΓͱܭըͮ͘Γͷࢧԉ 1JWPUBM5SBDLFSͷಋೖ ٞࣄ
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ϓϩμΫτͷ׆ಈ ϓϩμΫτΦʔφʔγοϓษڧձ
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ϓϩάϥϛϯάͷ׆ಈ ίʔυϨϏϡʔ ϥΠϒϥϦ։ൃ εςʔδϯάڥͷߏங ࣾΫϥυج൫ͷεύΠΫ
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IUUQTIPQQSPKQ NPEFOFXDBSU