チーム単位で保守性を高める：独自指標と向上にむけた実践

by tarappo

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1 νʔϜ୯ҐͰอकੑΛߴΊΔ - ಠࣗࢦඪͱ޲্ʹ޲͚࣮ͨફ- ©︎ 2024 10X, Inc. JaSST Tokyo 2024ʢ2024/03/14ʣ גࣜձࣾ10X ฏాහ೭ʢtarappoʣ

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ࣗݾ঺հ ©︎ 2024 10X, Inc. ฏాහ೭ʢUBSBQQPʣ ͔ΜͨΜͳܦྺ w %F/"48&5ʢʣ w 9ʢʣ ྖҬ ɾʮ։ൃੜ࢈ੑͷ޲্ʯʮ඼࣭ͷ୲อʯΛϛογϣϯ

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3 ͸͡Ίʹ ©︎ 2024 10X, Inc. ฐࣾͷ։ൃνʔϜ͸ɺ֤ʑͷ୲౰ྖҬͰอकੑΛ؅ཧՄೳͳਫ४ʹߴΊΔ͜ͱΛॏ ཁ՝୊ͷ̍ͭͱ͍ͯ͠·͢ɻ ͦ͜Ͱզʑ͸ʮӡӦࣗ཯ੑʯʮػೳద߹ੑʯʮςετ༰қੑʯʮγεςϜӡ༻ޮ཰ ੑʯͱ͍ͬͨͭͷࢦඪΛಠࣗʹఆٛ͠ɺ͜ΕΒΛ࠷దԽ͢Δ͜ͱΛ໨ࢦ͍ͯ͠· ͢ɻ ຊηογϣϯͰ͸ɺ͜ΕΒͷࢦඪΛߴΊΔͨΊʹ࣮ࢪͨ͠औΓ૊Έͱͦͷ੒Ռʹͭ ͍ͯ঺հ͠·͢ɻ "CTUSBDUΑΓ ͳͥ͜Ε͕ॏཁ՝୊ͱͳ͔ͬͨ Ͳ͏͍ͬͨࢦඪͳͷ͔ ࣮ࡍͷνʔϜࣄྫΛҰ෦঺հ

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4 ©︎ 2024 10X, Inc. νΣʔϯετΞECʹಛԽͨ͠ EC/DXϓϥοτϑΥʔϜ ελοϑΞϓϦ ഑ୡελοϑΞϓϦ ͓٬༷ΞϓϦ

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5 ©︎ 2024 10X, Inc. ޿͍Χόʔൣғ ͕ͭͭ Ή͔͍ͣ͠ྖҬ

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6 ։ൃ૊৫ͷ՝୊ ©︎ 2024 10X, Inc. ౰ॳͷ૊৫ମ੍ɿύʔτφʔاۀ୯Ґ ͜ͷମ੍͸౰ॳޮՌ͕͋ͬͨҰํɺ w ೝ஌ίετͷ૿େ w ΞυϗοΫͳରԠͷੵΈॏͶ w ίʔυͷΦʔφγοϓͷرബԽ ݁Ռͱͯ͠ɺ w ։ൃɾӡ༻ίετ͸্ঢ

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7 ։ൃ૊৫ͷ՝୊ʢ඼؅ଆʣ ©︎ 2024 10X, Inc. ౰࣌ͷ඼؅ଆͷ՝୊ w ύʔτφʔ୯ҐͰΞαΠϯͰ͖Δ΄Ͳͷਓ͸͍ͳ͍ w 4UBJMFSશମΛ೺Ѳ͢Δ͜ͱ͸ࠔ೉ʢ͖ͼ͍͠ʣ ݁Ռͱͯ͠ɺ w ߟྀ͖͠Εͳ͍Օॴ͕ग़ͯ͘Δ w ͩΕ΋೺Ѳ͍ͯ͠ͳ͍Օॴ͕͋Δ w Ͳ͏ͯ͠΋ςετશൠʹ͔͔Δ޻਺͕େ͖͘ͳΓ͕ͪ

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8 ૊৫ମ੍ͷมߋͱ޲͖߹͏΂͖՝୊ ©︎ 2024 10X, Inc.

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9 ૊৫ମ੍ͷมߋ ©︎ 2024 10X, Inc. ࢀরɿIUUQTQSPEVDUYDPKQFOUSZ ࢀরɿIUUQTTQFBLFSEFDLDPNYJODYQVSPEBLVUPCVNFOTIBPKJF[JMJBP TMJEF w ೥݄͔Β։ൃνʔϜମ੍ʹҠߦ w ඼؅ϝϯόʔ΋։ൃνʔϜʹՃΘΔ w ͨͩ͠ਓ਺ͷ౎߹্ɺҰ෦݉຿ ίϯτϩʔϧՄೳͳൣғʹରͯ͠ ௕ظʹΘͨͬͯ։ൃνʔϜΛΞαΠϯ͢Δ

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10 ։ൃνʔϜମ੍ʢ':ʣ ©︎ 2024 10X, Inc. ࢀরɿIUUQTTQFBLFSEFDLDPNYJODYQVSPEBLVUPCVNFOTIBPKJF[JMJBP TMJEF ඼؅ϝϯόʔ ඼؅ϝϯόʔ ඼؅ϝϯόʔʢ݉ʣ ඼؅ϝϯόʔ ͦΕͧΕʹ඼؅ϝϯόʔ͕ՃΘΔ

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11 ମ੍มߋʹΑΔظ଴͢ΔมԽͱݟ͖͑ͯͨ՝୊ ©︎ 2024 10X, Inc. ظ଴͢ΔมԽ w ௕ظ໨ઢʹͨͬͨϓϩμΫτ։ൃ͕Ͱ͖Δ w νʔϜ͝ͱͷܧଓతͳվળαΠΫϧ͕ճΔ w υϝΠϯʹཱͪೖͬͨ։ൃ͕Ճ଎͢Δ ΑΓʮυϝΠϯʯʹཱͪೖͬͨ։ൃ͕Ͱ͖ΔΑ͏ʹͳͬͨ݁Ռ ʮอकੑʯͷ໘ͷ՝୊ʹ௚໘

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12 νʔϜϝϯόʔͷ޻਺ͷߦํ ©︎ 2024 10X, Inc. ։ൃɾӡ༻ʹʮ૝ఆҎ্ʯʹ޻਺͕͔͔͍ͬͯΔ νʔϜʹΑͬͯҟͳΔ͕ϝϯόʔͷʮ޻਺ʯ͸Ͳ͜ʹ͔͔͍ͬͯΔͷ͔ ʢ୯ʹ࣌ؒతͳҙຯ߹͍͚ͩͰͳ͘ɺ৺ཧతͳෛ୲ͷ໘΋ॏཁʣ w ΞϥʔτରԠͰ࣌ؒͷଟ͕͘࢖ΘΕ͍ͯͳ͍͔ʁ w ύʔτφʔ͔Βͷ໰͍߹ΘͤରԠͰ࣌ؒͷଟ͕͘࢖ΘΕ͍ͳ͍͔ʁ w ಛఆػೳͷςετΛ͢Δͷʹ͕͔͔࣌ؒΓ͍͗ͯ͢ͳ͍͔ʁ ͕͜͜ʮͲ͏ͳ͍ͬͯΔͷ͔ʯΛʮνʔϜ಺֎ʯͱ΋ʹ൑அͰ͖ΔΑ͏ʹ͢Δ΂͖ ։ൃνʔϜ͚ͩͰͳ͘ଞϝϯόʔ΋೺Ѳ͢ΔʢͰ͖Δʣ͜ͱ͕࣍ʹ޲͚ͨ൑அʹͭͳ͕Δ Ͳ͏͍ͬͨࢦඪΛΈΔ΂͖ͳͷ͔ʁ

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13 ޲͖߹͏΂͖՝୊ ©︎ 2024 10X, Inc. ։ൃɾӡ༻ʹʮ૝ఆҎ্ʯʹ޻਺͕͔͔͍ͬͯΔ νʔϜ͕୲౰͢ΔػೳΛ؅ཧ͖͠Ε͍ͯͳ͍ঢ়گʢͱ΋͍͑Δʣ ؅ཧ͖͠Ε͍ͯΔͱ൑அ͢Δʹ͸Ͳ͏͍ͬͨࢦඪ͕͋ΔͱΑ͍ͷ͔ʁ ੈͷதʹ͋ΔʮࢦඪʯΛͦͷ··׆༻͢Δͷ͸ࣗ෼ͨͪʹͱͬͯద੾ͱ͸ݶΒͳ͍ ࣗ෼ͨͪͷϓϩμΫτ։ൃʹରͯ͠ݴޠԽ͠ɺࢦඪԽ͠ɺͦΕΛλʔήοτͱ͢Δඞཁੑ

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14 ఆٛͨ͠ಠࣗࢦඪ ©︎ 2024 10X, Inc.

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15 ࢦඪͷఆٛ ©︎ 2024 10X, Inc. ΘΕΘΕʹͱͬͯʮ؅ཧՄೳͳঢ়ଶͱ͸ʁʯʮอकੑ͕ߴ͍ʯͱ͸ʁ ͦͷͨΊʹ͸Ͳ͏͍ͬͨ΋ͷΛݟΔ΂͖ɺ௥͏΂͖ͳͷ͔ʁ $50ओಋͰਐΊ&.ʢࢲؚΉʣͱ࿩্ͨ͠Ͱఆٛͨ͠ͷ͸࣍ͷ̐ͭͷಠࣗࢦඪ w ʢ̍ʣӡӦࣗ཯ੑ w ʢ̎ʣػೳద߹ੑ w ʢ̏ʣςετ༰қੑ w ʢ̐ʣγεςϜӡ༻ޮ཰ੑ ϓϩμΫτͷػೳͱ࣮૷Λ੔ཧ͠ɺ ։ൃνʔϜ͕े෼ʹ؅ཧՄೳͳঢ়ଶ·ͰอकੑΛߴΊΔ 'PDVT͢΂͖΋ͷ

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16 ʢ̍ʣӡ༻ࣗ཯ੑ ©︎ 2024 10X, Inc. ఆٛɿωοτεʔύʔӡӦ͕খചࣄۀऀͰ׬݁͢Δػೳ͕ἧ͍ͬͯΔ ଌΔ͏͑Ͱͷࢦඪ w ։ൃνʔϜ΁ͷ࣭໰ɾௐࠪґཔ਺ w ։ൃνʔϜ΁ͷ࡞ۀґཔ਺ w 9ଆ͕࡞ۀ͠ͳ͍ͱ׬݁͠ͳ͍΋ͷ͕͋Δ w ύʔτφʔݻ༗ͷϋʔυίʔυͷ෼ذ਺ ͜ΕΒͷࢦඪ͕ΘΔ͍ͱͲ͏ͳΔͷ͔ʁ w ͓ޓ͍ʹͱͬͯʮίετʯ͕͔͔Γଓ͚ͯ͠·͏

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17 ʢ̎ʣػೳద߹ੑ ©︎ 2024 10X, Inc. ఆٛɿϓϩμΫτͷػೳ܈͕ఏڙՁ஋ʹదͨ͠ܗʹͳ͍ͬͯΔ ଌΔ͏͑Ͱͷࢦඪ w ࣄۀՁ஋ʹܨ͕Βͳ͍ɾܨ͕ΓͮΒ͍ػೳͷ਺ w ྨࣅ·ͨ͸ॏෳ͍ͯ͠Δػೳͷ਺ w ϓϩμΫτԽͰ͖͍ͯͳ͍࢓૊Έͷ਺ w ௥Ճ։ൃͳ͠Ͱԣల։Ͱ͖ͳ͍ػೳͷ਺ ͜ΕΒͷࢦඪ͕ΘΔ͍ͱͲ͏ͳΔͷ͔ʁ w ػೳʹର͢Δӡ༻ɾఏڙίετ͕ߴ͘ͳΔ

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18 ʢ̏ʣςετ༰қੑ ©︎ 2024 10X, Inc. ఆٛɿϓϩμΫτʹର͢ΔมߋΛݕূ͢Δίετ͕௿͍ ˞඼؅ϝϯόʔʹͱͬͯͱ͍͏ҙຯͰͳ͘νʔϜશମʹͱͬͯͷ࿩ ଌΔ͏͑Ͱͷࢦඪ w υΩϡϝϯτ͕ෆे෼ͳػೳͷ਺ w ࢓༷ॻɺίʔυυΩϡϝϯτͳͲ w ςετઃܭ͕ෆे෼ͳػೳͷ਺ w ࣗಈςετ͕ෆे෼ͳػೳͷ਺ ͜ΕΒͷࢦඪ͕ΘΔ͍ͱͲ͏ͳΔͷ͔ʁ w ςετશൠʹ͔͔Δ޻਺͕ଟ͘ͳΔ

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19 ʢ̐ʣγεςϜӡ༻ޮ཰ੑ ©︎ 2024 10X, Inc. ఆٛɿϓϩμΫτ͕ਖ਼ৗͳঢ়ଶΛҡ࣋͢Δίετ͕௿͍ ଌΔ͏͑Ͱͷࢦඪ w ։ൃνʔϜͰ߹ҙͨ͠؂ࢹ͕ଘࡏ͠ͳ͍ػೳͷ਺ w Ξϥʔτͷൃੜճ਺ w ΞϥʔτରԠʹ͔͔͍ͬͯΔ࣌ؒ w ো֐ͷൃੜճ਺ w ো֐ରԠʹ͔͔͍ͬͯΔ࣌ؒ ͜ΕΒͷࢦඪ͕ΘΔ͍ͱͲ͏ͳΔͷ͔ʁ w ରԠίετ͕େ෯ʹ૿͑ͯ͠·͏͚ͩͰͳؔ͘܎ऀ΁ͷӨڹ͕େ͖͍

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20 ࢦඪʹ͍ͭͯͷ͔ΜͨΜͳ·ͱΊ ©︎ 2024 10X, Inc. ʮఏڙػೳʹ͍ͭͯͷ࿩ʯ w ࣄۀՁ஋ʹͭͳ͕ΔػೳΛఏڙͰ͖͍ͯΔ w খചࣄۀऀଆ͕ػೳΛཧղͯ͠࢖͍͑ͯΔ ʮ໰୊ͷൃݟίετɾରԠίετͷ࿩ʯ w ϦϦʔεલޙʹʮ໰୊ʯΛݟ͚ͭΒΕΔ w ʮ໰୊ʯΛݟ͚ͭΒΕΔίετ͕௿͍ w ʮ໰୊ʯΛରԠ͢Δίετ͕௿͍

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21 ©︎ 2024 10X, Inc. ग़యɿAgile Testing Condensed Japanese Editionʢ຋༁લͷݩը૾͸Continuous Testing in DevOps… ʣ ·͞ʹʮ͢΂ͯʹ͓͍ͯςετʯʹ௨͡Δ࿩

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22 ࢦඪͷվળʹ޲͚ͨಈ͖ ©︎ 2024 10X, Inc.

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23 ։ൃνʔϜମ੍ʢ':ʣ ©︎ 2024 10X, Inc. ࢀরɿIUUQTTQFBLFSEFDLDPNYJODYQVSPEBLVUPCVNFOTIBPKJF[JMJBP TMJEF ඼؅ϝϯόʔ ඼؅ϝϯόʔ ඼؅ϝϯόʔʢ݉ʣ ඼؅ϝϯόʔ νʔϜʹΑͬͯѻ͍ͬͯΔυϝΠϯ͸ҟͳΔ

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24 νʔϜ͝ͱʹࢦඪͱ޲͖߹͏ ©︎ 2024 10X, Inc. νʔϜʹΑͬͯѻ͍ͬͯΔυϝΠϯ͸ҟͳΔ͕Ώ͑ʹνʔϜ͝ͱͷಛੑ͕͋Δ ʮνʔϜಛੑʯ͸ॏཁͳϙΠϯτ ඞͣ͠΋શͯͷࢦඪʹ͓͍ͯըҰతʹྑ͘͢Δ΂͖ͱ͍͏࿩Ͱ͸ͳ͍ νʔϜ୯ҐͰͳʹΛΑ͍͔ͯ͘͘͠ʢͲ͔͜Βొ͍ͬͯ͘΂͖͔ʣΛݕ౼͠ਪਐ w Ͳ͕͜νʔϜͱͯ͠՝୊ͱͳ͍ͬͯΔ͔ w Ͳ͜Λॏ఺తʹڧԽ͢Δ΂͖͔ ·ͨࢦඪ͸ͦΕͧΕಠཱ͍ͯ͠ΔΘ͚Ͱ͸ͳ͘ଞͷࢦඪͱؔ࿈͍ͯ͠Δ͜ͱ΋ଟ͍

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25 νʔϜ͝ͱʹࢦඪͱ޲͖߹͏̎νʔϜͷࣄྫ ©︎ 2024 10X, Inc. w ͳʹʹϑΥʔΧεΛ͍ͯ͠Δ͔ɾ͔ͨ͠ w Ͳ͏͍ͬͨมԽ͕͓͖͔ͨ $BTF $BTF

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26 ©︎ 2024 10X, Inc. $BTF $BTF

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27 ͓ಧ͚νʔϜͷྫ ©︎ 2024 10X, Inc. લఏɿύʔτφʔͷελοϑ͕ར༻͢Δػೳ͕ଟ͍ ෳ਺ͷਓ͕͞ΘͬͨΓɺঢ়ଶ͕ෳࡶʹͳΓ΍͍͢ػೳ͕͋Δ $BTF

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28 ͓ಧ͚νʔϜͷྫ ©︎ 2024 10X, Inc. w ࢦඪఆٛ࣌఺ͰͷҰ൪ͷ՝୊ w γεςϜӡ༻ޮ཰ੑ ʮγεςϜӡ༻ޮ཰ੑʯͷதͰ͕࣍՝୊ w ؂ࢹ͕ଘࡏ͠ͳ͍ػೳͷ਺ w ো֐ରԠʹ͔͔͍ͬͯΔ࣌ؒ w ঢ়ଶͷෳࡶ͞Ώ͑ʹௐࠪʹ͕͔͔࣌ؒΓ΍͍͢ $BTF

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30 ͓ಧ͚νʔϜͷྫ ©︎ 2024 10X, Inc. w ۩ମతͳ಺༰ͷྫʹ͍ͭͯ͸ൃදࢿྉΛνΣοΫ ʮςετͷ׬ྃΛΰʔϧʹ͠ͳ͍ʂ ～ ԾઆݕূΛ܁Γฦ͠ɺ։ൃɾ2"ɾϢʔβʔ͕ަ ྲྀ͠ͳ͕Β։ൃ͢Δ͜ͱͰݟ͑ͯ͘Δཧ૝ͷ࢟ ～ ʯ ࢀরɿIUUQTTQFBLFSEFDLDPNYJODTIJGUMFGUBOETIJGUSJHIU $BTF

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34 ͓ձܭνʔϜͷྫ ©︎ 2024 10X, Inc. w ࢦඪఆٛ࣌఺ͰͷҰ൪ͷ՝୊ w γεςϜӡ༻ޮ཰ੑ ʮγεςϜӡ༻ޮ཰ੑʯͷதͰ͕࣍՝୊ w Ξϥʔτൃੜճ਺ w ΞϥʔτରԠʹ͔͔͍ͬͯΔ࣌ؒ w ֎෦࿈ܞ͕ଟ͍νʔϜ Ξϥʔτ͕ଟ͘ɺͦͷରԠʹ͕͔͔࣌ؒΓ৺ཧతෛ୲΋ଟ͍ঢ়گ $BTF

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36 ͓ձܭνʔϜͷྫʢςετ༰қੑͷ࿩ʣ ©︎ 2024 10X, Inc. ςετ༰қੑͷࢦඪ w υΩϡϝϯτ͕ෆे෼ͳػೳͷ਺ w ςετઃܭ͕ෆे෼ͳػೳͷ਺ w ࣗಈςετ͕ෆे෼ͳػೳͷ਺ ࢀরɿIUUQTQSPEVDUYDPKQFOUSZPLBJLFJ@RB $BTF ͓ձܭνʔϜͷςετϓϩηε Ҏલ͸͢΂ͯͷҊ݅ͰຊϓϩηεΛద༻ ςετ༰қੑͷ޲্

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37 ͓ձܭνʔϜͷྫʢςετ༰қੑͷ࿩ʣ ©︎ 2024 10X, Inc. w υΩϡϝϯτ͕ෆे෼ͳػೳͷ਺ w υΩϡϝϯτͷهࡌ͸جຊతʹඞਢ w ίʔυυΩϡϝϯτ͸13࣌ʹ඼؅ϝϯόʔ͔Β'# w ςετઃܭ͕ෆे෼ͳػೳͷ਺ w ࢓༷ॻYϓϩμΫτίʔυ͔Βςετઃܭ w ࠓ·Ͱ͓͜ͳ͖ͬͯͨ΋ͷ͕ੵΈ্͕͍ͬͯΔ w ࣗಈςετ͕ෆे෼ͳػೳͷ਺ w ςετઃܭ࣌఺ͰͲ͜ͰकΔ͔ʢࣗಈɺखಈʣΛઃܭ w ςετίʔυͷෆ଍఺͸඼؅ϝϯόʔ͔Β'# ݱঢ়ͷϓϩηεΛଓ͚ͨ݁Ռ ςετ༰қੑ͸ͦ͜·Ͱʮ՝୊ʯͱ͸ͳ͍ͬͯͳ͍ ˠʮνʔϜʹͱͬͯʯมߋΛݕূ͢Δίετ͸ߴ͘ͳ͍ $BTF

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38 ͓ձܭνʔϜͷྫʢػೳద߹ੑͷ޲্ʣ ©︎ 2024 10X, Inc. ʮվળલʯ w ಛఆػೳ͕ύʔτφʔ୯ҐͰ࣮૷͕෼ذ w ύʔτφʔ௥Ճ࣌ɺཁ๬ରԠ࣌ͷίετ͕େ͖͍ w ύʔτφʔ୯ҐͰ෼͔Ε͍ͯΔͨΊݕূίετ΋େ͖͍ ʮվળʯ w ڞ௨Խɾந৅Խͯ͠ৼΔ෣͍͸ม͑ͣʹ಺෦࣮૷Λվળ ʮվળޙʯ w ௥Ճ࣌ɾཁ๬ରԠ࣌ͷ࣮૷޻਺ɺݕূ޻਺େ෯ݮ w ྆ํ଍ͯ͠΋̍೔Ҏ಺ఔ౓ʢҎલͷҎԼʣ $BTF ςετ༰қੑʹ΋ͭͳ͕Δ

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40 ಠࣗࢦඪಋೖʹΑͬͯ෼͔ͬͨ͜ͱ ©︎ 2024 10X, Inc. νʔϜͱͯ͠ʮ͜ͱʹ޲͖߹͑ΔΑ͏ʹ͢Δʯ͜ͱ͸ॏཁ ͦͷͨΊʹ΋ࠓճͷಠࣗࢦඪͷఆٛͱ׆༻͸ҙ͕ٛ͋ͬͨ ҰํɺνʔϜʹΑͬͯਐΈํͷ͕ࠩͰ͖ͯͨ w ਺஋͕վળͰ͖ΔαΠΫϧ͕·ΘΔΑ͏ʹͳ͍ͬͯΔνʔϜ͕͋Δ w վળαΠΫϧ͕·Θͮ͠Β͍ߏ଄ʹͳ͍ͬͯΔνʔϜ͕͋Δ νʔϜ͕ΘΔ͍ͱ͔Ͱ͸ͳ͘ʮऔΓ૊Ήͷ͕೉͍͠ϞνϞϊΛѻ͍ͬͯΔʯʮվળʹ޲ ͚ͯ΍Δ΂͖͜ͱ͕ଟ͍ʯͳͲ ϞνϞϊͷ੔ཧ΍Ξϓϩʔνͷ࢓ํͷݕ౼ͳͲΛ௨ͯ࣍͠΁ͭͳ͛Δ

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