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LINE ミニアプリ開発の現場から
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Ship Features Fearlessly
Turn features on and off without deploys. Used by thousands of Ruby developers.
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sumihiro3
October 22, 2022
Technology
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LINE ミニアプリ開発の現場から
LINE Developer Community REV UP 2022 登壇資料
sumihiro3
October 22, 2022
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Transcript
-*/&ϛχΞϓϦ։ൃͷݱ͔Β גࣜձࣾϒϨΠϒςΫϊϩδʔऔక Ճኍ -*/&%FWFMPQFS$PNNVOJUZ3&761
ຊͷΞδΣϯμ ࣗݾհ ϒϨΠϒςΫϊϩδʔͱ ✦ࣾͰͷϛχΞϓϦࣄྫ -*/&ϛχΞϓϦͱ ✦4FSWJDF.FTTBHFͱ ✦ϛχΞϓϦνϟωϧগ͠ෳࡶ ࣾαʔϏεͷٕज़ߏ
Ճኍʢ͔͕Θ͢ΈͻΖʣ ུྺ ✦ܦཧ͔Β*5ίϯαϧ·Ͱ৭ʑܦݧ͠·ͨ͠ ✦-*/&"1*&YQFSU ʙ ✦גࣜձࣾϒϨΠϒςΫϊϩδʔऔకʢʙʣ ‣ -*/&%$Ͱͷ׆ಈ͕͖͔͚ͬͰݱ৬ ‣
༷ʑͳ-*/&ϛχΞϓϦΛ։ൃத झຯ ‣ ։ൃίϯςετͷࢀՃ w FCJLFͰΏΔΏΔΔ w ࣌ʹΞϫΠνɺΧεΠνͳͲLN͑ͷڑΓ·͢ ࣗݾհ TVNJIJSP TVNJIJSPLBHBXB TLBHBXB!CSBWFUFDIOPMPHZDPKQ
ϒϨΠϒςΫϊϩδʔʹ͍ͭͯ
ʮ5FDIOPMPHZ1BSUOFSʯͷʮ-*/&ϛχΞϓϦ෦ ʯʹ͓͍ͯɺॳճͷύʔτφʔʹೝఆ͞Ε·ͨ͠ גࣜձࣾϒϨΠϒςΫϊϩδʔ
શͯͷਓͷͪ࣌ؒετϨεΛ ܰݮͤ͞Δ ϛογϣϯ
Ϣʔβʔͷͪ࣌ؒετϨε ళʹߦ͔ͳ͍ͱฒͳ͍ɺࠞࡶঢ়گ͕͔Βͳ͍ ͚ͭͩͳͷʹɺΞϓϦΛΠϯετʔϧͨ͘͠ͳ͍ ͚ͭͩͳͷʹɺϩάΠϯ*%ɾύεϫʔυΛೖΕΔͷ໘ ͣͬͱళͰ͍ͬͯͨ͘ͳ͍ɻଞͷ༻ࣄࡁ·͍ͤͨ ໊લి൪߸Λॻ͘ͷʁ͔͠ࢴʹʂʁ ϒϨΠϒςΫϊϩδʔʹ͍ͭͯ
ళଆͷͪ࣌ؒετϨε ళ಄ʹཷ·ΔͪߦྻΛղফ͍ͨ͠ɻۙྡʹ໎Λ͔͚ͨ͘ͳ͍ ࢴͷΣΠςΟϯάϦετΛফ͠ࠐΉͷ໘ ళ಄Ͱݺͼग़ͯ͠ɺ͓٬͕ͳ͔ͳ͔͖ͬͯͯ͘Εͳ͍ ϒϨΠϒςΫϊϩδʔʹ͍ͭͯ
ղܾखஈͱͯ͠ʜ ϒϨΠϒςΫϊϩδʔʹ͍ͭͯ
ղܾखஈͱͯ͠ʮ-*/&ʯ͕ϐολϦ ຊͰੜ׆Πϯϑϥͱͯ͠ఆண ੑผɾʹؔͳ͘ଟ͘ͷਓ͕ར༻͍ͯ͠Δ -*/&ϛχΞϓϦͰ͋ΕɺΘ͟Θ͟ଞΞϓϦͷΠϯετʔϧෆཁ ϒϨΠϒςΫϊϩδʔʹ͍ͭͯ
-*/&ϛχΞϓϦࣄྫ
ີͷରࡦ ີूɺີࣨɺີ 4PDJBM %JTUBODF Λආ͚ΔαʔϏε ؾܰʹͬͯΒ͑Δॱ൪ཧαʔϏε ࣄྫ
ʮඵͰൃ݊ʯͰ͖Δz͍͢͞z NBUPDBc-*/&ϛχΞϓϦࣄྫ ಛͦͷ
ۙ͘ͷࢪઃΛબͼɺਓΛબΜͰൃ݊ϘλϯΛԡ͚ͩ͢ 23ίʔυಡΈऔΓͰՄ NBUPDBc-*/&ϛχΞϓϦࣄྫ ใೖྗ ൃ݊ྃ ൃ݊௨͕ಧ͘ ࢪઃΛબͿ
ళଆͰͷݺग़͠جຊͭͷϘλϯΛૢ࡞͢Δ͚ͩ ͍͠߹ؒʹૢ࡞͢Δ͜ͱʹͳΔͷͰɺళଆͰͷૢ࡞͍͢͞Λٻ͍ͯ͠·͢ NBUPDBc-*/&ϛχΞϓϦࣄྫ جຊૢ࡞ ͭͷϘλϯ ͓ݺͼग़͍ͨ͠͠൪߸Λૢ ࡞͢Δ͚ͩͰݺͼग़͠௨ ΛૹΔ͜ͱ͕Ͱ͖·͢ɻ ᶃ
͝Ҋ͕ऴྃͨ͠Β ʮྃʯϘλϯΛԡ͠·͢ɻ ᶄ ͔ΜͨΜૢ࡞ ͔ΜͨΜૢ࡞
༷ʑͳۀଶͷॱ൪ͪʹରԠ NBUPDBc-*/&ϛχΞϓϦࣄྫ ಛͦͷ
ಋೖ࣮ ళฮ͚ͩͰͳ͘ɺҩྍػ࣏ؔࣗମɺେنΠϕϯτͰͷεϙοτར༻ͳͲʹରԠ͍ͯ͠·͢ NBUPDBc-*/&ϛχΞϓϦࣄྫ ݱࡏ
ར༻ΞΧϯτॱௐʹ૿Ճதʂ NBUPDBc-*/&ϛχΞϓϦࣄྫ 1,076 ར༻ "DDPVOUT 261 اۀ $PNQBOJFT ݱࡏ
ࣄྫ
ϒϧϒϧ͔ΒZPCPDB ZPCPDBc-*/&ϛχΞϓϦࣄྫ lݺͼग़͠zʹಛԽͨ͠ϛχΞϓϦαʔϏεͰ͢
ϒϧϒϧΛ͍͑ͯ͘ ZPCPDBc-*/&ϛχΞϓϦࣄྫ ಛͦͷ
ʮݺͼग़ͯ͠ऴΘΓʯͰͳ͍ʂ ϒϧϒϧʢ͍ΘΏΔݺͼग़͠ϕϧʣݺͼग़ͯ͠ऴΘΓ͕ͩɺʮݺͼग़ͨ͠ޙʯͷϢʔβʔଐੑɾར༻ঢ়گΛ ׆༻ͨ͠ൢചଅਐʢ-*/&ެࣜΞΧϯτͰͷϝοηʔδ৴ʣܨ͛ΒΕΔ ZPCPDBc-*/&ϛχΞϓϦࣄྫ yoboca ैདྷ ௨ڑ ܞଳిͷൣғ
ݟ௨͠Nఔ ϝϯςφϯε ෆཁ όοςϦʔަɺॆి ײછରࡦ ෆཁ Ξϧίʔϧআەਪ ฆࣦɺ౪ϦεΫ ͳ͠ ͋Γ Ձ֨Ϟσϧ ֹ݄ར༻ྉ ങऔʗϨϯλϧ ߦಈσʔλ׆༻ Մೳ ෆՄೳ
ॱ൪ͪzҎ֎zͷͪ࣌ؒରԠ ZPCPDBc-*/&ϛχΞϓϦࣄྫ ಛͦͷ
ॱ൪ͪҎ֎ͷͪ࣌ؒରԠ ॱ൪͕ͪϝΠϯͷNBUPDBͰर͑ͳ͔ͬͨۀଶαϙʔτ ॱ൪ʹؔͳ͘ग़དྷ্͕ͬͨͷ͔Βݺͼग़ͤΔ ‣ ϑʔυίʔτɺϦϢʔεͷࠪఆͪɺςΠΫΞτͳͲ िؒޙϲ݄ޙͳͲɺཌҎ߱ʹ௨͍ͨ͠ ‣ ΫϦʔχϯάɺΦʔμʔϝΠυɺͷϦϑΥʔϜɺ֤छमཧͳͲ ZPCPDBc-*/&ϛχΞϓϦࣄྫ
ϫϯλοϓͰ؆୯ݺͼग़͠௨ ZPCPDBc-*/&ϛχΞϓϦࣄྫ ಛͦͷ
ݺͼग़͠௨ϫϯλοϓૢ࡞͔ΒՄೳʂ ͞Βʹ͓٬༷͝ͱʹҟͳΔݸผϝοηʔδૹ৴ՄೳͳͷͰ༷ʑͳঢ়گʹରԠͰ͖Δ ZPCPDBc-*/&ϛχΞϓϦࣄྫ ߪೖɾਃࠐ ൪߸ࡳͷ͓͠
ൃ݊ ൪͕બ͞Ε͍ͯ·͢ɻ ࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔ δࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοη ʔδ ݺͼग़͠௨ Ωϟϯηϧ আ डऔ࣌ ". ͓ݺͼग़͠൪߸ ൃ݊ ൪߸ࡳΛൃ݊ ͓ݺͼग़͠ ݸผϝοηʔδΛఴ͑ͨૹ৴Մೳ ళฮͰཧ
௨ొ23ίʔυಡऔΓ͔ΒϫϯλοϓͰྃ ϝʔϧ4.4ʢΦϓγϣϯͰมߋՄʣͰ௨Ͱ͖ΔͷͰɺඇ-*/&ϢʔβʔͰ௨͕ಧ͖·͢ɻ -*/&௨ͳΒɺ͓٬༷͕௨ొΛߦ͏͚ͩͰ-*/&༑ͩͪΛ֫ಘͰ͖·͢ɻ ZPCPDBc-*/&ϛχΞϓϦࣄྫ ߪೖɾਃࠐ ൪߸ࡳͷ͓͠ ௨ొҊ ݖݶڐՄ ൪߸ࡳ֬ೝ
͓ड͚औΓʹདྷΒΕΔࡍͷҙࣄ߲ ࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝο ηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδ ࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝοηʔδࣗ༝ϝο ηʔδ ߪೖ࣌ ͝༻ҙ͕Ͱ͖·ͨ͠🎉 ͜ͷϝοηʔδΛελοϑ͝ఏ͍ࣔͩ͘͞ ॳճͷΈ ݺͼग़͠௨͕ -*/&ʹಧ͘🎉 ݺͼग़࣌͠ʹ-*/&௨க͠·͢ɻ ԼهϘλϯΑΓొΛߦ͍ͬͯͩ͘͞ɻ ༑ͩͪՃ
ܾࡁͱͷ࿈ܞ ZPCPDBc-*/&ϛχΞϓϦࣄྫ ಛͦͷ
ܾࡁͻͱͭͰɺܾࡁ͔Βൃ݊·ͰγʔϜϨεʹ݁ ࡾҪॅ༑ΧʔυΦʔϧΠϯϫϯܾࡁػ TUFSBUFSNJOBMΛ༻ͨ͠߹ͷྫ ܾࡁޙɺΞϓϦΓସ͑ ҙͷܾࡁΞϓϦ yoboca ΞϓϦ
ʮ-*/&ϛχΞϓϦʯͱ
-*/&ϛχΞϓϦͱʢϏδωεɾར༻ऀࢹʣ -*/&ΞϓϦͷதͰɺاۀ͓ళͷαʔϏεΛ؆୯ʹఏڙͰ͖Δ ۀछɾۀଶʹಛԽͨ͠ศརͳػೳʢύοέʔδʣΛ؆୯ʹఏڙͰ͖Δ -*/&ެࣜΞΧϯτͱ࿈ܞ͢Δ͜ͱͰ༑͕ͩͪ૿ͤΔ -*/&ϛχΞϓϦͱ
-*/&ϛχΞϓϦͱʢϏδωεɾར༻ऀࢹʣ -*/&ϛχΞϓϦͱ ʑͷ-*/&ϛχΞϓϦ͕ɺ -*/&ΞϓϦ͔Βར༻Ͱ͖Δ Α͏ʹͳΔ ར༻Πϝʔδ
-*/&ϛχΞϓϦͱʢ։ൃऀࢹʣ -*''ʢ-*/&'SPOUFOE'SBNFXPSLʣ্Ͱ࣮ߦ͞ΕΔΣϒΞϓϦͰ͢ ΣϒΞϓϦͰ͢ͷͰɺ)5.-ͷ΄ͱΜͲͷ༷͕༻Ͱ͖·͢ -*/&ϛχΞϓϦΛ͑ɺϢʔβʔΞϓϦΛΠϯετʔϧ͠ͳͯ͘αʔ ϏεΛར༻Ͱ͖·͢ -*/&ϛχΞϓϦͱ https://developers.line.biz/ja/docs/line-mini-app/discover/introduction/ ެࣜυΩϡϝϯτΑΓ
ʮ-*/&ϛχΞϓϦʯͱ ʮ-*''ΞϓϦʯͱͷҧ͍ʁ ʮ-*/&ϛχΞϓϦʯͱ ૉͳٙ
-*/&ϛχΞϓϦ-*''ΞϓϦ Ћ ʮ-*/&ϛχΞϓϦʯͱ ؆୯ʹݴ͏ͱ
-*''ΞϓϦͱͷҧ͍ خ͍͜͠ͱ ✦-*/&ΞϓϦͷϗʔϜλϒ͔Βͷಋઢ͕͋Δ ✦༑ͩͪՃΛͯ͠Β͍͍͢ ✦ແྉͰૹ৴Ͱ͖ΔʮαʔϏεϝοηʔδʯ͕͑Δ ٯʹϋʔυϧͱͳΔ͜ͱ ✦αʔϏεϝοηʔδʹ੍ݶ͕͋Δ ✦νϟωϧͷߏ͕ͪΐͬͱෳࡶͰ͋Δ ✦ϦϦʔε৹͕ࠪ͋Δ
-*/&ϛχΞϓϦͱ
-*''ΞϓϦͱͷҧ͍ خ͍͜͠ͱ ✦-*/&ΞϓϦͷϗʔϜλϒ͔Βͷಋઢ͕͋Δ ✦༑ͩͪՃΛͯ͠Β͍͍͢ ✦ແྉͰૹ৴Ͱ͖ΔʮαʔϏεϝοηʔδʯ͕͑Δ ٯʹϋʔυϧͱͳΔ͜ͱ ✦αʔϏεϝοηʔδʹ੍ݶ͕͋Δ ✦νϟωϧͷߏ͕ಛघ ✦ϦϦʔε৹͕ࠪ͋Δ
-*/&ϛχΞϓϦͱ -*/&ϛχΞϓϦͰಛతͳ ʹ͍ͭͯ౿ΈࠐΜͰղઆ͠·͢
ʮαʔϏεϝοηʔδʯͱ -*/&ϛχΞϓϦͱ
αʔϏεϝοηʔδʢ4FSWJDF.FTTBHFʣͱ ϢʔβʔͷʮΞΫγϣϯʯʹର͢Δ֬ೝɾԠͱͯ͑͠Δϓογϡϝοη ʔδͷ͜ͱ ✦ಛ ‣ ແྉͰར༻Ͱ͖Δ ‣ ϓϩϞʔγϣϯʢԼ͛௨ɺ৽ͷࠂͳͲʣʹ͑ͳ͍ ‣ ར༻γʔϯݶΒΕΔ
ϝοηʔδͷςϯϓϨʔτ͕ఆΊΒΕ͍ͯΔ -*/&ϛχΞϓϦͱ
4FSWJDF.FTTBHF͕ར༻Ͱ͖Δγʔϯ -*/&ϛχΞϓϦͱ ϢʔβʔΞΫγϣϯ Ϣʔβʔొ ϢʔβʔΞΫγϣϯʹରԠͨ͠4FSWJDF.FTTBHF ొྃ ༧ਃࠐ ༧ड ༧ͷϦϚΠϯυ
ॱ൪ͪ ॱ൪͕͍ۙͮͨ ෆࡏ௨ ϢʔβʔΞΫγϣϯͱରԠ͍ͯ͠ͳ͍4FSWJDF.FTTBHF Λૹ৴͍ͯ͠Δͱ৹ࠪͰϦδΣΫτ͞ΕΔՄೳੑେʂ
௨τʔΫϯͷૹ৴ճΕʹҙͨ͠ΞϓϦಋઢΛ࡞Δ ✦௨τʔΫϯ࠷େճ·Ͱ4FSWJDF.FTTBHFΛૹ৴Ͱ͖Δ ✦τʔΫϯ͕ແޮͱͳΔ·Ͱʹ࠶औಘ͕ඞཁ ✦4FSWJDF.FTTBHFૹ৴ޙʹΞϓϦ͖ͬͯͯΒ͏ಋઢͳͲ 4FSWJDF.FTTBHF։ൃ5JQT -*/&ϛχΞϓϦͱ
௨τʔΫϯͷૹ৴ճΕʹҙͨ͠ΞϓϦಋઢΛ࡞Δ ✦௨τʔΫϯ࠷େճ·Ͱ4FSWJDF.FTTBHFΛૹ৴Ͱ͖Δ ✦τʔΫϯ͕ແޮͱͳΔ·Ͱʹ࠶औಘ͕ඞཁ ✦4FSWJDF.FTTBHFૹ৴ޙʹΞϓϦ͖ͬͯͯΒ͏ಋઢͳͲ 5JQT ✦τʔΫϯΕ·Ͱʹૹ৴͢Δ4FSWJDF.FTTBHFΛௐ ‣ डˠࣄલݺग़ˠݺग़ˠྃ ✦ৄࡉͳใΛݟΔʹϛχΞϓϦͬͯΒ͏ ‣
4FSWJDF.FTTBHF͚ͩͰຬͤ͞ͳ͍ 4FSWJDF.FTTBHF։ൃ5JQT -*/&ϛχΞϓϦͱ
4FSWJDF.FTTBHFͷςϯϓϨʔτ͕සൟʹՃ͞Ε͍ͯΔ ✦ҙ֎ͱසൟʢଟ͍ͱ͖ʹ݄ʹ݅ʣʹςϯϓϨʔτ͕Ճ͞Ε͍ͯΔ 5JQTʢͱ͍͏͔ɺ':*ʣ ✦l4FSWJDF.FTTBHF$BUBMPHzͷөΕΔͷͰɺϛχΞϓϦνϟωϧϖʔδͰ νΣΫʂ 4FSWJDF.FTTBHF։ൃ5JQT -*/&ϛχΞϓϦͱ
ϛχΞϓϦνϟωϧগ͠ෳࡶ -*/&ϛχΞϓϦͱ
ϛχΞϓϦνϟωϧʹͭͷνϟωϧؚ͕·ΕΔ ϛχΞϓϦνϟωϧগ͠ෳࡶ νϟωϧ*%ͱɺ-*''63-͕ ͭͣͭ͋Δʂ -*/&%FWFMPQFSTΑΓ
ϛχΞϓϦνϟωϧʹͭͷνϟωϧؚ͕·ΕΔ ։ൃ༻ ✦ͦͷ໊ͷͱ͓Γ৽ن։ൃ৽όʔδϣϯ։ൃ࣌ͷಈ࡞֬ೝ༻νϟωϧ ‣ νϟωϧͷཧऀ͕ݖݶڐՄͨ͠Ϣʔβʔ͔͠ར༻Ͱ͖ͳ͍ "ENJOͱ5FTUFSݖݶϢʔβʔ͕ར༻Ͱ͖ɺ5FTUFSಈ࡞֬ೝ͚ͩͰ͖Δ -*/&ϛχΞϓϦͱ
ϛχΞϓϦνϟωϧʹͭͷνϟωϧؚ͕·ΕΔ ։ൃ༻ ✦ͦͷ໊ͷͱ͓Γ৽ن։ൃ৽όʔδϣϯ։ൃ࣌ͷಈ࡞֬ೝ༻νϟωϧ ‣ νϟωϧͷཧऀ͕ݖݶڐՄͨ͠Ϣʔβʔ͔͠ར༻Ͱ͖ͳ͍ "ENJOͱ5FTUFSݖݶϢʔβʔ͕ར༻Ͱ͖ɺ5FTUFSಈ࡞֬ೝ͚ͩͰ͖Δ ৹ࠪ༻ ✦-*/&ࣾͰͷ-*/&ϛχΞϓϦ৹ࠪ࣌ʹར༻͢Δνϟωϧ ‣
جຊతʹ-*/&ࣾͷ৹ࠪ୲ऀ͚͕ͩ৹ࠪ࣌ʹར༻͢Δ -*/&ϛχΞϓϦͱ
ϛχΞϓϦνϟωϧʹͭͷνϟωϧؚ͕·ΕΔ ։ൃ༻ ✦ͦͷ໊ͷͱ͓Γ৽ن։ൃ৽όʔδϣϯ։ൃ࣌ͷಈ࡞֬ೝ༻νϟωϧ ‣ νϟωϧͷཧऀ͕ݖݶڐՄͨ͠Ϣʔβʔ͔͠ར༻Ͱ͖ͳ͍ "ENJOͱ5FTUFSݖݶϢʔβʔ͕ར༻Ͱ͖ɺ5FTUFSಈ࡞֬ೝ͚ͩͰ͖Δ ৹ࠪ༻ ✦-*/&ࣾͰͷ-*/&ϛχΞϓϦ৹ࠪ࣌ʹར༻͢Δνϟωϧ ‣
جຊతʹ-*/&ࣾͷ৹ࠪ୲ऀ͚͕ͩ৹ࠪ࣌ʹར༻͢Δ ຊ൪༻ ✦ͦͷ໊ͷͱ͓Γɺຊ൪࣌ʹར༻͞ΕΔνϟωϧ ✦৹͕ࠪঝೝ͞ΕϦϦʔε͕ྃ͢Δͱ୭Ͱར༻ՄೳͱͳΔ -*/&ϛχΞϓϦͱ
ϛχΞϓϦνϟωϧͷ༨ஊ ৹ࠪ༻νϟωϧͷṖ ✦-*/&ࣾͰͷ৹͕ࠪ։࢝͞Εͳ͍ͱ4FSWJDF.FTTBHF͕ૹ৴͞Εͳ͍ʜ ‣ ৹ࠪґཔલͷಈ࡞֬ೝ࣌ʹ4FSWJDF.FTTBHF͕ૹ৴͞Εͣɺ͔ͳΓযΓ·ͨ͠ʜ ‣ -*/&ࣾͰͷ৹ࠪ։࢝࣌ʹɺ৹ࠪ༻ڥઃఆ͕ө͞Ε͍ͯΔΑ͏ͳงғؾ ‣ ৹ࠪલʹ֬ೝͰ͖ͳ͍͜ͱ͕͋ΔͱυΩυΩͳͷͰɺͳΜͱ͔ͯ͠ཉ͍͠Ͱ͢
-*/&ϛχΞϓϦͱ
ʮϛχΞϓϦνϟωϧʯ͜΅Ε -*/&ϛχΞϓϦͱ
ϛχΞϓϦνϟωϧͷઃఆ߲ɺ ͓Α͍ͦͭ͘ʁ ಥવͷ࣭ʂ
50߲ ͑ ๏ਓ֨ɺ։ൃاۀͷ༗ແɺར༻͢Δ4FSWJDF.FTTBHF ʹΑͬͯલޙ͠·͢
ϛχΞϓϦνϟωϧͷઃఆ߲ͨ͘͞Μ͋ΔΑ νϟωϧ໊આ໌ ΧελϚʔαϙʔτใɺαʔϏεࣄۀओɺ։ൃ୲اۀͷใ ࿈བྷઌॾʑ -*''ͷઃఆ 4FSWJDF.FTTBHFͷઃఆ -*/&%FWFMPQFSTΑΓ ઃఆը໘ͷλϒ͚ͩͰͭ͋Δʂ
ϛχΞϓϦνϟωϧͷઃఆ߲ͨ͘͞Μ͋ΔΑ ϦϦʔε͕গͳ͚Ε͑ΒΕΔ͕ɺେྔʹ͋Δ߹͔ͳΓͷۤߦ ‣ ݅Ҏ্ͷϛχΞϓϦΛಉ࣌ظʹϦϦʔεͨ͠ࡍɺهೖ࿙Εɺίϐϖϛεɺ৹ࠪΛԿΓ ͠ɺͳͲඇৗʹେมͰͨ͠ʢࣾஊʣ -*/&ϛχΞϓϦͱ
ϛχΞϓϦνϟωϧͷઃఆ߲ͨ͘͞Μ͋ΔΑ ϦϦʔε͕গͳ͚Ε͑ΒΕΔ͕ɺେྔʹ͋Δ߹͔ͳΓͷۤߦ ‣ ݅Ҏ্ͷϛχΞϓϦΛಉ࣌ظʹϦϦʔεͨ͠ࡍɺهೖ࿙Εɺίϐϖϛεɺ৹ࠪΛԿΓ ͠ɺͳͲඇৗʹେมͰͨ͠ʢࣾஊʣ ରࡦͱͯ͠-*/&%FWFMPQFSTը໘ΛεΫϨΠϐϯάͰૢ࡞͢ΔϓϩάϥϜ Λ։ൃ ✦ը໘ૢ࡞΄΅ࣗಈԽͰ͖ͨʂʂ͕ɺ ‣ -*/&%FWFMPQFSTߋ৽ʹΑΔ߲૿ݮ91BUIมߋͰಈ͔ͳ͘ͳΔͷͰɺ"1*Λఏڙͯͩ͘͠͞
͍ɻ͓ئ͍͠·͢ʂʂ -*/&ϛχΞϓϦͱ
ࣾαʔϏεͷٕज़ߏ
-*/&ϛχΞϓϦɺ-*/&͞Μͷ αʔόʔͰՔಇ͍ͯ͠ΔͷͰ͔͢ʁ Α͋͘Δʁ࣭
ʲ࣭ʳ-*/&ϛχΞϓϦɺ-*/&͞ΜͷαʔόʔͰՔಇ͍ͯ͠ΔͷͰ͔͢ʁ ʲճʳαʔϏεఏڙଆͷϦιʔεʢΫϥυͱ͔ʣͰಈ͍͍ͯ·͢ ‣ ͪΖΜαʔϏεఏڙଆͷϦιʔεͰՔಇ͍ͯ͠ΔͷͰ͕͢ɺ-*/&ࣾͷ৹͕ࠪ͋Δ͔Β͔ɺͦͷΑ ͏ͳ࣭Λड͚Δ͜ͱ͕͋Γ·͢ ࣾαʔϏεͷٕज़ߏ
NBUPDBZPCPDB"84ΫϥυΛϝΠϯʹར༻ͯ͠αʔϏεఏڙ͍ͯ͠·͢ -*/&"1*6TF$BTFαΠτʹܝࡌ͍͍͍ͨͩͯ·͢ ࣾαʔϏεͷٕज़ߏ https://lineapiusecase.com/ja/technicalcase/bravetechnology.html
NBUPDBZPCPDB"84ΫϥυΛϝΠϯʹར༻ͯ͠αʔϏεఏڙ͍ͯ͠·͢ -*/&"1*6TF$BTFαΠτʹܝࡌ͍͍͍ͨͩͯ·͢ ࣾαʔϏεͷٕज़ߏ https://lineapiusecase.com/ja/technicalcase/bravetechnology.html
NBUPDB&$3%4ΛϝΠϯͱͨ͠ߏ όοΫΤϯυ-BSBWFMΛϑϧʹ׆༻͠ɺϑϩϯτ7VF/VYUͰߏங ࣾαʔϏεͷٕज़ߏ
ZPCPDBαʔόʔϨεΞʔΩςΫνϟߏ ϑϩϯτNBUPDBͱಉ༷ʹ7VF/VYUͰߏஙɻ όοΫΤϯυ-BNCEB%ZOBNP%#424ͰϩδοΫΛɺσʔλΞφϦςΟΫεܥαʔϏεΛར༻ͯ͠౷ܭॲཧͷ ࣮Λߦ͍ͬͯΔ ࣾαʔϏεͷٕज़ߏ
-*/&ϛχΞϓϦ։ൃʹ ڵຯ͕͋Δํ
$0/'*%&/5*"- ձࣾ๚ಈըΛݟ͍ͯͩ͘͞ʂ https://www.youtube.com/watch?v=l_ht7fQA440
Thank you!!
&/%0' %0$6.&/5 ͝ෆ໌ؾܰʹ͓͍߹Θ͍ͤͩ͘͞