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Wantedly の技術とアーキテクチャ / 2023年度 新人研修
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Altech
April 20, 2022
Programming
2
600
Wantedly の技術とアーキテクチャ / 2023年度 新人研修
2023年度 Wantedly 新人研修で使用した資料です。
Altech
April 20, 2022
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Transcript
©2021 Wantedly, Inc. 8BOUFEMZͷٕज़ͱΞʔΩςΫνϟ 8BOUFEMZ৽ਓݚमฏ
©2021 Wantedly, Inc. 8BOUFEMZ&OHJOFFSJOH)BOECPPL
©2021 Wantedly, Inc. ಥવͰ͕͢Ͱ͢💡
©2021 Wantedly, Inc. ϖʔδλΠτϧ ϖʔδαϒλΠτϧ ग़యɿhttps://muuseo.com/square/articles/28 ࣭ɿ͜ΕԿͰ͠ΐ͏͔ʁ
©2021 Wantedly, Inc. ϖʔδλΠτϧ ϖʔδαϒλΠτϧ ग़యɿhttps://muuseo.com/square/articles/28 ࣭ɿ͜ΕԿͰ͠ΐ͏͔ʁ
©2021 Wantedly, Inc. ϖʔδλΠτϧ ϖʔδαϒλΠτϧ ग़యɿhttps://muuseo.com/square/articles/28 ࣌ܭʢϓϩμΫτʣ
©2021 Wantedly, Inc. ϖʔδλΠτϧ ϖʔδαϒλΠτϧ ग़యɿhttps://muuseo.com/square/articles/28 ϓϩμΫτΛߏ͢Δίϯϙʔωϯτ܈
©2021 Wantedly, Inc. ϓϩμΫτͱίϯϙʔωϯτͷؒʹ͋ΔΪϟοϓ ݸผͷίϯϙʔωϯτ͚ͩΛݟ͍ͯͯཧղͰ͖Δ͜ͱগͳ͍ → ίϯϙʔωϯτ͕ϓϩμΫτՁΛͲ͏ߏ͍ͯ͠Δ͔͕େࣄ ɾͨͱ͑ࣃंͰ͋ΕɺͦΕ͕ԿͱͲ͏טΈ߹͍ͬͯΔͷ͔ ɾͦΕ͕গ͠େ͖ͳ෦ͱͯ͠ͲͷΑ͏ʹʮػೳʯ͍ͯ͠Δͷ͔ ɾͦΕΒͷػೳ͕શମͱͯ͠ͲͷΑ͏ͳʮՁʯΛੜΜͰ͍Δͷ͔
©2021 Wantedly, Inc.
©2021 Wantedly, Inc. ϖʔδλΠτϧ ϖʔδαϒλΠτϧ
©2021 Wantedly, Inc. ຊ
©2021 Wantedly, Inc. ͜ͷݚमͷత 1. ΤϯδχΞͷΦϯϘʔσΟϯά 2. Wantedly Ͱఆ͍ٛͯ͠ΔΞʔΩςΫνϟͱͦͷؔ࿈ٕज़ͷҐஔ͚ͮΛΔ 3.
ʑͷࣄ͕ͲͷΑ͏ʹશମʹͭͳ͕͍ͬͯΔͷ͔Λཧղ͘͢͢͠Δ
©2021 Wantedly, Inc. Ϣʔβʔʹఏڙ͍ͯ͠ΔαʔϏε αʔϏεͱͯ͠େ͖͘ Visit, Engagement, People ͷ3͕ͭଘࡏ ΞϓϦϓϥοτϑΥʔϜͱͯ͠
Web, iOS, Android ͷ3ͭʹల։ Engagement Web ϓϥοτϑΥʔϜͷΈʹల։ αʔϏεΛ ϓϥοτϑΥʔϜʹ ల։͢Δ ɾɾͱ͍͏ؔੑ
©2021 Wantedly, Inc. ιϑτΣΞͱͯ͠Ͳ͏ݟཱͯΔ͔ جຊతͳߟ͑ํɿ ιϑτΣΞίϯϙʔωϯτʢ෦ʣͷू߹ମͱͯ͠࡞ΒΕΔ ͜ΕΒ֊తʹߏ͞ΕΔ ্Ґͷ֊Λཧղ͢Δ͜ͱͰɺԼҐͷ֊Λཧղ͢Δ͜ͱʢͻͱ·ͣʣઌૹΓͰ͖Δ ࠓͷযɿ࠷্Ґͷ֊ͰͲͷΑ͏ͳߏʹͳ͍ͬͯΔ͔ ͦͷߏͲͷΑ͏ʹܾ·͍ͬͯΔ͔
ٕज़త੍ɺ৫త੍ αʔϏεՁͷ࣋ଓతͳఏڙͱ֦େʢతʣ
©2021 Wantedly, Inc. ࠷্Ґͷߏ 👉 AppsɾSystemɾData ͷͦΕͧΕΛݟ͍ͯ͘
©2021 Wantedly, Inc. "QQT ·ͣίί "QQMJDBUJPOT
©2021 Wantedly, Inc. جຊతͳಛੑ Ϣʔβʔ͕తʹ৮ΕΔιϑτΣΞ ϢʔβʔͷखݩͷσόΠεʹ࣮ߦίʔυ͕సૹ͞Εͯಈ͘ ΞϓϦΛಈ͔ͨ͢ΊͷϓϥοτϑΥʔϜ͍͔ͭ͋͘Δ զʑ Web(ϒϥβ)ɺiOSɺAndroid ͷ
3 ͭͷϓϥοτϑΥʔϜͰͦΕͧΕΞϓϦΛఏڙ͍ͯ͠Δ ͍͍ͩͨ͜ΕͰ΄΅શͯΧόʔͰ͖ΔͨΊ
©2021 Wantedly, Inc. ͍ͭ͘ͷίϯϙʔωϯτ͕͋Δ͔ʁ ·ͣίʔυϕʔεʢϦϙδτϦʣͰ͑ͯΈΑ͏ Web ΞϓϦ wantedly-frontendɿݸਓϢʔβʔ͚ɺwww.wantedly.com wantedly-admin-frontendɿاۀϢʔβʔ͚ɺadmin.wantedly.com wantedlyɿWeb
ΞϓϦʴόοΫΤϯυγεςϜͷ྆ํΛؚΉ Railsɺwww.wantedly.com perkɿैۀһ͚ɺWeb ΞϓϦͱόοΫΤϯυγεςϜ͕౷߹͞Εͨ Railsɺperk.wantedly.com iOSΞϓϦɺAndroidΞϓϦʢϞόΠϧΞϓϦʣ visit-iosɿVisit ΞϓϦͷ iOS ϓϥοτϑΥʔϜ͚࣮ app-androidɿVisit ΞϓϦͷ Android ϓϥοτϑΥʔϜ͚࣮ yashima-iosɿPeople ΞϓϦͷ iOS ϓϥοτϑΥʔϜ͚࣮ yashima-androidɿPeople ΞϓϦͷ Android ϓϥοτϑΥʔϜ͚࣮ Web ΞϓϦ͜ΕΒʹҠߦ͍ͯ͘͠ํੑ
©2021 Wantedly, Inc. ϞόΠϧΞϓϦݸʁݸʁ ΞϓϦͷछྨ2ݸʢVisit ͱ Peopleʣ ҰํͰίϯϙʔωϯτʢίʔυϕʔεʣ iOS ͱ
Android ͰผͳͷͰ4ݸ ʢͳͥผͳͷ͔ʁʣ
©2021 Wantedly, Inc. ࠷্Ґͷ֊ͷίϯϙʔωϯτ ҙͷίϯϙʔωϯτͷɺଞ͔ΒಠཱʹσϓϩΠ͕Մೳͳͷ → ࣮ߦٕज़ҟͳΓಘΔɾɾɾJavaScript, Swift, Kotlin, Browser,
... → σϓϩΠઓུɾϦϦʔεઓུҟͳΓಘΔ ྫɿiOS ϓϥοτϑΥʔϜͷ Wantedly Visit ΞϓϦɺApp Store ʹਃΛߦ͍ɺਃ͕௨ͬͯϦϦʔε͞Ε Δ͜ͱͰϢʔβʔͷʹݟ͑ΔվળɾػೳՃ͕ߦΘΕΔɻίʔυͷߋ৽ஈ֊తʹߦΘΕΔɻ ྫɿWeb ϓϥοτϑΥʔϜͷΞϓϦɺΞΫηεͨ͠ॠؒʹ࠷৽ͷίʔυ͕μϯϩʔυ͞Ε࣮ͯߦ͞ΕΔɻ Q. ͖ͬ͞ίʔυϕʔεΛ͚͑ͨͲʁ զʑ Git ͱ GitHub Λ͍ͬͯΔͷͰɺίϯϙʔωϯτ͝ͱʹϦϙδτϦΛ͚ͯ։ൃϑϩʔʹམͱ͍ͯ͠Δ
©2021 Wantedly, Inc. "QQT Ҏ্Λ·ͱΊͨͷ Q. ͍ͭ͘ͷίϯϙʔωϯτ͕͋Δ͔ʁ A. ݸʢ1ܻΦʔμʔʣ
©2021 Wantedly, Inc. ίϥϜɿΞϓϦɾϓϥοτϑΥʔϜͱٕज़ ࣮ߦ͢Δج൫͕ҟͳΔͷͰ͋Εɺ࠷దͳ࡞ΓํҟͳΔ → ϓϩάϥϛϯάݴޠ͕ҟͳͬͨΓɺσϓϩΠઓུ͕มΘͬͨΓ͢Δ → ίϯϙʔωϯτͱͯ͠ผͷͷͱͯ͠࡞Δ͜ͱʹͳΔ ҰํͰɺ͜ΕΛղܾ͢ΔԾԽɾநԽͱ͍͏ํੑৗʹଘࡏ͢Δ
ͨͱ͑ Flutter ͷΑ͏ͳٕज़Λ͑ Apps ͷίϯϙʔωϯτݮΒͤΔ͔ʁ ࣮ࡍɺWeb ϒϥβͱ͍͏͋ΔछͷநԽͷٕज़ʹΑͬͯ Mac OS ͱ Windows OS ͰผʑͷΞϓϦΛ࡞Δ ඞཁ͕ͳ͘ͳ͍ͬͯΔͷ͕ݱࡏɻ ʮ൚༻ܕͷιϦϡʔγϣϯʯͱʮಛԽܕͷιϦϡʔγϣϯʯͷ૬Ⴅ͕ɺͲ ͷΑ͏ʹҠΓมΘ͍͔ٕͬͯ͘ज़ͷྲྀΕΛཧղ͢ΔҰͭͷΓޱʹͳΔ
©2021 Wantedly, Inc. ҰྫɿΣϒͷ߹ V8 ͱ Blink ͷΞʔΩςΫνϟ - PPLαϚʔεΫʔϧ2021
- nhiroki
©2021 Wantedly, Inc. ಄ͷମૢɿखݩͷσόΠεͰಈ͘ΞϓϦɺෆม͔ʁ ΞϓϦඞͣ͠ϢʔβʔͷखݩͷσόΠεͰಈ͔ͳͯ͘ྑ͍ͷͰʁ ͨͱ͑ɺαʔόʔଆͰ UI ͷඳը·Ͱߦ͍ɺΫϥΠΞϯτͦΕΛө૾ͱ ͯ͠ྲྀ͚ͩ͢ɺͱ͍͏ΞʔΩςΫνϟཧతʹߟ͑Δ͜ͱͰ͖ͦ͏ ͔͠͠ɺݱ࣌ͰɺϢʔβʔͱͷΠϯλϥΫγϣϯΛ͏ΞϓϦέʔ
γϣϯʹ͓͍ͯը໘ͷඳըϢʔβʔɾΠϯλϥΫγϣϯͷॲཧͱ͍ͬ ͨܭࢉϢʔβʔͷखݩͷσόΠεͰߦ͏ͷ͕ओྲྀͰ͋Δ Q. ͜ΕΛ੍͍ͯ͠Δٕज़తͳཁҼͱͯ͠Կ͕ߟ͑ΒΕΔͩΖ͏ʁ Q. ͦΕղܾ͢ΔՄೳੑ͕͋ΔͩΖ͏͔ʁ
©2021 Wantedly, Inc. ಄ͷମૢɿ$IBU(15(6*Λஔ͖͑Δ͔ʁ ͜͜·Ͱѻ͖ͬͯͨΞϓϦશͯɺGUI ͱ͍͏ʮࢹ֮ʯΛϕʔεͱͨ͠ UI ύϥμΠϜ ChatGPT
ͷΑ͏ͳʮݴޠʯΛϕʔεͱͨ͠ UI GUI Λஔ͖͑ΔͩΖ͏ ͔ʁ ͋Δ͍ GUI ͷརͱԿͩΖ͏͔ʁ ʰΦϒδΣΫτࢦ UI σβΠϯ - ͍͍͢ιϑτΣΞͷݪཧʯ- ্ֶ
©2021 Wantedly, Inc. 4ZTUFN Ԟʹ͢͢Ή
©2021 Wantedly, Inc. جຊతͳಛੑ Ϣʔβʔ͕తʹ৮Εͳ͍ιϑτΣΞ զʑ͕Ϋϥυʹ͍࣋ͬͯΔΫϥελʔԽ͞Εͨܭࢉػͷ্Ͱ࣮ߦ͞ΕΔ αʔϏεͷ࣮ߦʹඞཁͳத֩తͳσʔλΛ͍࣋ͬͯΔ ɾɾɾΞϓϦσʔλΛ͍࣋ͬͯΔ͔ʁ σʔλσʔλϕʔεݕࡧΤϯδϯͱ͍ͬͨϛυϧΣΞʹอଘ͍ͯ͠Δ
͔ͦ͜ΒऔΓग़ͨ͠σʔλΛҰ؏ͨ͠υϝΠϯϞσϧͷݩʹॲཧͯ͠ API ͱ ͯ͠ఏڙ͢Δ
©2021 Wantedly, Inc. ͍ͭ͘ͷίϯϙʔωϯτ͕͋Δ͔ʁ ࠷্Ґͷίϯϙʔωϯτͷఆٛʲ࠶ܝʳ ίϯϙʔωϯτͷ͏ͪɺଞ͔ΒಠཱʹσϓϩΠ͕Մೳͳͷ ͦΕͧΕͷ࣮ߦٕज़ʹجͮ͘ → ͜Ε͕ϚΠΫϩαʔϏεͱݺΕͨΓ͍ͯ͠Δ Q.
͍ͭ͘ͷίϯϙʔωϯτ͕͋Δ͔ʁ A. ेݸʢ2ܻΦʔμʔʣ
©2021 Wantedly, Inc. ٕज़ ࣮ߦج൫ɿKubernetes, Docker, … ϓϩάϥϛϯάݴޠɿGo, Ruby, Python,
…
©2021 Wantedly, Inc. ϥΠϒϥϦίϯϙʔωϯτ͔ʁ ιϑτΣΞͷ෦Ͱ͋Δͱ͍͏ૉͳҙຯͰ Yes ࠷্ҐͷίϯϙʔωϯτʹͳΓ͏Δʁ ϥΠϒϥϦͲͷΑ͏ʹϢʔβʔʹಧͩ͘Ζ͏͔ʁ ߦͬͨมߋΛίϛοτ͠ɺόʔδϣϯͰλά͚͢Δ ͦΕΛʮ͍ͬͯΔଆʯͷιϑτΣΞɾίϯϙʔωϯτ͕औΓࠐΜͰϦϦʔε͢Δ
࠷্Ґͷίϯϙʔωϯτͱͯ͠ No ଞͷίϯϙʔωϯτ͔ΒಠཱʹσϓϩΠͰ͖ͳ͍ͨΊ
©2021 Wantedly, Inc. ίϥϜɿϚΠΫϩαʔϏεɾΞʔΩςΫνϟʹ͍ͭͯ ࣮ଶͱͯ͠ϝΠϯͷ Rails ͷൺ݁ߏେ͖͍ 👉 ͦΕࣗମͰͳ͍ ϚΠΫϩαʔϏεɾΞʔΩςΫνϟΛ࠾༻͍ͯ͠Δͷɺʮඞཁͳͱ͖ʹ͚ͯ࡞ΕΔΑ͏ʹ͢ΔʯͨΊͰ͋ͬ
ͯʮ͋ΒͷΛ͚ͯ࡞ΔʯͨΊͰͳ͍ͨΊ γεςϜͷׂͷํʁ υϝΠϯʢҙຯతͳ·ͱ·ΓʣͰׂ͢Δ ݁ߏ͘͠ɺϓϩμΫτՁͷಎྗ͕ཁٻ͞ΕΔ ٕज़తͳಈػͰׂ͢Δ͜ͱ͋Δ͕ɺͦͷ߹Λߟ͑ͯԿΒ͔ͷҙຯతͳ·ͱ·ΓΛఆٛ͢Δ
©2021 Wantedly, Inc. ίϯϙʔωϯτಉ࢜ͷ࿈ܞ ҟͳΔٕज़Ͱ࣮͞ΕͨίϯϙʔωϯτΛڠௐͯ͠ಈ͔ͨ͢Ίʹ API ͕ॏཁ ΠϯλʔϑΣΠε͕εΩʔϚͱͯ͠දݱ͞Εͯɺ࣮Ͱܕ͕อূ͞ΕΔ͜ͱ Protocol BuffersɿεΩʔϚͷهड़ʹ͏
σʔλΛόΠφϦͰදݱ͢ΔγϦΞϥΠθʔγϣϯɾϑΥʔϚοτͰ͋Δ ཁ͢ΔʹʮͳʹΛૹΔ͔ʯͷͨΊͷ͏ٕज़ gRPC, Cloud Pub/Subɿඪ४Ͱ༻ҙ͍ͯ͠Δ௨৴ٕज़ ཁ͢ΔʹʮͲ͏ૹΔ͔ʯͷͨΊͷ͏ٕज़
©2021 Wantedly, Inc. ΦϯϥΠϯॲཧͱΦϑϥΠϯॲཧ γεςϜʹ͓͚ΔॲཧͷओͳτϦΨʔγεςϜ֎෦͔Βͷ API ίʔϧ ৭ʑͳઢҾ͖Մೳ͕ͩɺΦϯϥΠϯॲཧͱݺΕΔ͜ͱ͕͋Δ ҰํͰɺͦΕҎ֎ͷτϦΨʔʹΑͬͯॲཧ͕࢝·Δ͜ͱ͕͋Δ ΦϑϥΠϯॲཧʢόονॲཧʣͱݺΕΔ
ΦϯϥΠϯॲཧͱΦϑϥΠϯॲཧͱ͍͏ݴ༿Ͱগ͠ݟ௨͕͠ྑ͘ͳΔ Wantedly ʹ͓͚Δόονॲཧ Kubernetes ͷ CronJob ػೳͰδϣϒͱͯ͠ఆظ࣮ߦ͕Մೳ Argo Workflow Ͱδϣϒಉ࢜ͷ࿈ܞ͕ՄೳʢδϣϒAΛॲཧͨ͠ޙʹδϣϒBΛॲཧ͍ͨ͠ʣ ίϯϙʔωϯτʢϚΠΫϩαʔϏεʣΛ·͍ͨͩ࿈ܞͰ͖Δ
©2021 Wantedly, Inc. 4ZTUFN Ҏ্Λ·ͱΊͨͷ γεςϜج൫पΓผ్ݚम͕͋Γ·͢
©2021 Wantedly, Inc. γεςϜͱΞϓϦͷ࿈ܞ વͳ͕ΒɺΞϓϦͱγεςϜ͕࿈ܞ͢Δඞཁ͕͋Δ ࠶ܝɿҎԼΞϓϦͱγεςϜͷؔʹͯ·Δ ҟͳΔٕज़Ͱ࣮͞ΕͨίϯϙʔωϯτΛ্ख͘ڠௐͯ͠ಈ͔ͨ͢Ίʹ API ͕ॏཁ ۩ମతʹɺAPI
͕εΩʔϚʹΑͬͯදݱ͞Εͯɺ࣮ʹΑͬͯͦΕ͕อূ͞ΕΔ͜ͱ͕ॏཁ → γεςϜͱΞϓϦͷؒͷ௨৴ͰεΩʔϚٕज़͕ඞཁ
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API Λఏڙ͢ΔήʔτΣΠɾαʔόʔΛஔ͖ ҰͭͷγεςϜͱͯ͠ݟ͍ͤͯΔ ͦ͜ͰɺGraphQL Λ͏͜ͱͰใઃܭʹج͍ͮͯϞσϧԽ͞Εͨ Φ ϒδΣΫτΛ API ͰΞϓϦ͕ॊೈʹσʔλΛऔಘͰ͖ΔΑ͏ʹ͍ͯ͠Δ Protocol Buffers ͷεΩʔϚ͕͢Ͱʹ͋ΔͷͰɺ͜ͷఆٛΛར༻ͯ͠ GraphQL API Λࣗಈੜ͍ͯ͠Δ ʢ͜Ε࠷ۙ࢝ΊͨͷͰɺ࣮ࡍʹ·ͩ GraphQL Λ௨͍ͯ͠ͳ͍෦ଟ͍ʣ
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ϏδϡΞϧσβΠϯ ϨΠΞτ φϏήʔγϣϯσβΠϯ ใઃܭ ίϯςϯπ ػೳ ɾใΛγεςϜ͔ΒҾ͖ग़ͤΔඞཁ Ұཡը໘ʹใ"ͷதΛ Ͳ͜·Ͱදࣔ͠Α͏ʁ εϚϗͷ߹ݮΒ͢ʁ 69σβΠϯͷஈ֊Ϟσϧ ΞϓϦ γεςϜ ΞʔΩςΫνϟͷ֊ ΞʔΩςΫνϟʹద༻
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ʮզʑͷΫϥυɾϚγϯ্Ͱʯॲཧ͢Δ API Λఏڙ͢Δ 👉 ͭ·ΓΞϓϦͱରরతʹશϢʔβʔ͕ܭࢉϦιʔεΛڞ༗͍ͯ͠Δ ͔͜͜ΒʮେྔͷϦΫΤετΛಉ࣌ʹࡹ͘ʯͳͲͷγεςϜݻ༗ͷ͕ ੜ·Ε͍ͯΔʢٯʹεϖοΫ͕ҟͳΔͳͲΞϓϦݻ༗ͷੜ·ΕΔʣ நతͳ֓೦͚ͩͰͳ͘ܭࢉػʹগ͠Λ͚Δͱྑ͍
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͕ू͞Ε͍ͯΔɾɾɾγεςϜͱͷҧ͍ ࢀߟɿσʔλΣΞϋεͷॳظͷఆٛ “اۀͷҙࢥܾఆϓϩηεΛࢧ͑ΔɺαϒδΣΫτผʹ౷߹Խ͞Εͨɺ࣌ܥྻͳෆมσʔλͷू߹”ʢInmonʣ
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Looker ͱ͍͏αʔϏεΛ͍ͬͯΔ σʔλͷఆٛϞσϦϯάΛߦ͏ػೳͱϢʔβʔɾΠϯλʔϑΣΠε ͨͩ͠ɺσʔλͷར༻ͷ͞ΕํҙࢥܾఆΛߦ͏͚ͩͰͳ͍ ਪનΞϧΰϦζϜʹσʔλΛ༩͑ΔͳͲͷܗͰɺγεςϜͷৼΔ͍ʹ ϑΟʔυόοΫ͞ΕΔ App/System Data ΞϧΰϦζϜ ऩू ֶश by ܭࢉػ App/System Data ػೳ։ൃ ऩू ੳɾҙࢥܾఆ by ਓؒ 2छྨͷϑΟʔυόοΫɾαΠΫϧ
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αʔϏε։ൃऀ ఏڙ͖͢ମݧͷఔ ɹɹγεςϜɹɹ ৮Δ ϓϩμΫτͱͯ͠ ೝ͢Δ WebΞϓϦ iOSΞϓϦ AndroidΞϓϦ ɹΞϓϦ ֤ΞϓϦϓϥοτϑΥʔϜ ΦʔϓϯϓϥοτϑΥʔϜͳͷͰ ΞϓϦͷαʔϒࣗલ = ϓϩμΫτʢϞϊʣΛ௨ͯ͠ಘΒΕΔશମతͳମݧ γεςϜΛར༻ͨ͠Ԡ༻ιϑτΣΞ γεςϜɾΞʔΩςΫνϟ ϚΠΫϩαʔϏε γεςϜΛߏ͢Δίϯϙʔωϯτ Microservices Architecture ʢγεςϜͷʣ ΞʔΩςΫνϟɾελΠϧ γεςϜج൫ σʔλج൫ ΞϓϦϢʔβʔʹର͢Δ Wantedly ͷ γεςϜͷΠϯλʔϑΣΠε (UI) Ͱ͋Δ ΞϓϦΛಈ͔ͨ͢Ίͷ Wantedly ͷ γεςϜͷΠϯλʔϑΣΠε(API)
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