マネーフォワードの子会社MF KESSAIが選択したアーキテクチャ

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·ͣ͸ࣗݾ঺հ

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.',&44"*ͱ͸ .',&44"*ͱ͍͏ձࣾΛ͝ଘ஌Ͱ͠ΐ͏͔

.',&44"*ͱ͸ .POFZ'PSXBSE͸͝ଘ஌Ͱ͠ΐ͏͔

.',&44"*ͱ͸ w ݄೔ઃཱ w ϚωʔϑΥϫʔυͷࢠձࣾ w σʔλͷՄࢹԽʹΑΔʮۀ຿ޮ཰Խʯ͚ͩͰ ͸ͳ͘ɺʮࢿۚ܁ΓվળʯʹϑΥʔΧεͨ͠ ձࣾ

.',&44"*͸Ͳ͏͍͏αʔϏεͳͷ͔ ചΓख ങ͍ख ༩৴ௐࠪ ੥ٻॻൃߦ ೖۚ؅ཧ ಜଅɾ࠵ଅ ୅ۚճऩ ੥ٻۀ຿ϓϩηε ͜ͷϓϩηεͷ͢΂ͯΛ୅ߦ

.',&44"*͸Ͳ͏͍͏αʔϏεͳͷ͔ ؆୯ʹݴ͏ͱɺ੥ٻ୅ߦ

.',&44"*ͱ͸ ͜Ε͔Β͓࿩͢Δ͜ͱͷେલఏ

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.',&44"*ͷΞʔΩςΫνϟ

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ͦͷଞαʔϏε ৘ใ؅ཧ  $POpH4FDSFU ։ൃɾӡ༻ࢧԉπʔϧ ݱࡏͷνʔϜʹ͍ͭͯ

։ൃશମͷํ਑

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ݴޠͷબ୒

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w ͳʹΑΓࢠڙ͸਌ͱ͕ͪ͏ಓʹਐΈͨʜ SZ w ݁Ռ(PݴޠΛ࠾༻

։ൃ؀ڥ

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༗ྉʹͳ͚ͬͨͲ  શһ(PMBOE

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# ΋͘͠͸ $ make up-web

.',&44"*ͷΞʔΩςΫνϟ (PΞϓϦέʔγϣϯͷ։ൃํ਑

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w ٯʹඞཁͳύοέʔδΛΠϯϙʔτ͍ͯ͠Δ͔

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w ඞཁʹԠͯ͡σβΠϯύλʔϯΛదԠ w %*΍4FSWFJDF-PDBUPS1BUUFSOಋೖ

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υϝΠϯ ΠϯϑϥετϥΫνϟ ΤϯςΟςΟ ϦϙδτϦ FUDʜ

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4FSWJDF-PDBUPS1BUUFSO GVOD$POUSPMMFS \ লུ 4FSWJDF MPDBUPS ^ EC MPHHFSΠϯελϯΛ֎෦͔
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.',&44"*ͷΞʔΩςΫνϟ ΠϯϑϥετϥΫνϟ

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$*Ͱ࢖ͬͨ؀ڥɺεςʔδϯάͰ֬ೝͨ͠؀ڥ Λຊ൪Ͱ΋࢖͍͍ͨ w SVOUJNF؀ڥͷҰ؏ੑ

($1Λ࢖͏ࣄʹͨ͠ཧ༝ (4VJUFͱ࿈ܞ͢ΔࣄͰɺ༰қʹݖݶ؅ཧ͕ग़དྷΔࣄʢ*".ʣ ҙࣝ͠ͳͯ͘΋σʔλ͕஝ੵ͞ΕΔ4UBDLESJWFSͷଘࡏ ,VCFSOFUFTαʔϏε͕ଘࡏͨ͠ࣄ ࠓ͸"84ɺ#MVF.JYɺ"[VSFʹ΋ଘࡏ͍ͯ͠Δ
ΠϯϑϥΤϯδχΞෆࡏͰ΋ӡ༻͠΍͍͢

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.',&44"*ͷΞʔΩςΫνϟ αʔϏεઃܭ

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·ͣ࠷ॳʹ։ൃͨ͠෺ ࠷௿ݶҎԼͷػೳ͕͋Ε͹ɺϏδωεΛ։࢝͢Δࣄ ͕Ͱ͖ͨͷͰɺࣾ಺πʔϧͷ։ൃ͔Βணख w اۀ৹͕ࠪग़དྷΔࣄ w औҾ৘ใͷ؅ཧ͕ग़དྷΔࣄ w ৼࠐͷҝʹܭࢉ͕Ͱ͖Δࣄ

αʔϏεઃܭ ෳ਺ͷΞϓϦέʔγϣϯΛఏڙ͢ΔλΠϛϯάͰɺ ίΞυϝΠϯ΍ɺ1%'࡞੒ʹ੹೚Λ࣋ͭαʔϏεΛ ։ൃ w ্ཱͪ͛࣌ظ͸ಛʹԿ͕ڞ௨ج൫ʹͳΔ͔͸ɺ Θ͔Βͳ͍ҝɺඞཁʹԠͯ͡αʔϏε։ൃΛਐ ΊΔ

αʔϏεઃܭ ͋ͨΒ͘͠αʔϏεઃܭɾ։ൃ͢Δࡍ͸ w ΞϓϦέʔγϣϯࢹ఺͚ͩͰ͸ͳ͘ɺ(P͚ͩʹ ͱΒΘΕͣɺ($1ͷ֤छαʔϏεɺ044Λҙࣝ͠ ͯ໨తʹରͯ͠దͨ͠ɺΞʔΩςΫνϟΛߟ͑ ΔΑ͏ʹ͢Δ

αʔϏεઃܭ &YUFSOBM"1*

3&45"1*։ൃ 3&45"1*ͷ։ൃʹ  HJUIVCDPNHPBEFTJHOHPBΛ࠾༻ "1*,&:ೝূ΍ɺήʔτ΢ΣΠͱͯ͠  "1*"HHSFHBUPSͷ,POHΛ࠾༻

αʔϏεઃܭ *OUFSOBM"1*

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αʔϏεઃܭ αʔϏεྫ

αʔϏεྫ 1%'αʔϏεʣ طଘͷαʔϏε͔Β෼཭ͨ͠ܦҢ w ௚ྻͰ͸ੜ੒ʹ̍ຕʙඵ͔͔Δҝɺ਺ඦຕͰ ͸਺ඦඵ͔͔ΔͷͰɺฒྻԽΛͯ͠୹࣌ؒͰ׬ ͍ྃͤͨ͞ w 1VC4VCͱ("&ͰඇಉظతʹฒྻͰ࣮ߦͰ͖Δ Α͏ʹ͍ͨ͠

ݱࡏͷΞʔΩςΫνϟ

ݱࡏͷΞʔΩςΫνϟ Ϣʔβ͕ϘλϯΛԡ͢ͱɺ1VC4VCʹ1%'ੜ੒͕ඞཁͳ %BUB͕1VCMJTI͞Ε·͢

ݱࡏͷΞʔΩςΫνϟ 1VC4VCͷ5PQJDΛ4VCTDSJCF ͍ͯ͠Δ("&'&ʹ%BUB͕ 1VTI͞Ε·͢

ݱࡏͷΞʔΩςΫνϟ $MPVE'VODUJPOͰ΋  ("&4&Ͱ΋ແ͍ཧ༝͸ɺ %PDLFSͷ಺෦Ͱ$ISPNFͱ (PMBOHΛ࣮ߦ͍ͯ͠Δ͔Β

ݱࡏͷΞʔΩςΫνϟ ͦͯ͠ɺ("&Ͱ)5.-ੜ੒ɺ $ISPNFͰ1%'ੜ੒ͨ͠ޙʹɺ $MPVE4UPSBHFʹ6QMPBE ࠷ޙʹɺ݁Ռ௨஌༻5PQJDʹ 1VCMJTI

ݱࡏͷΞʔΩςΫνϟ ݁Ռ5PQJD͔Β1VTIΛ("& Ͱड͚ͯ%#ͷεςʔλεΛ มߋ

ݱࡏͷΞʔΩςΫνϟ ࠷ޙ͸ɺ1%'Λ4FOE(SJEܦ༝Ͱૹ৴

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ݱࡏͷΞʔΩςΫνϟ (,&ͱ("&ͷΞϓϦέʔγϣ ϯ͸ಉ͡αʔϏεͳͷͰɺ̍ ϦϙδτϦʹͭͷ$.%Λ࡞ ੒ͯ͠ɺυϝΠϯ૚Λڞ༗͠ ͍ͯ·͢

.',&44"*ͷΞʔΩςΫνϟ ৘ใ؅ཧʢ$POpH4FDSFUʣ

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৘ใ؅ཧ$POpH FOWJSPONFOU  cEFWFMPQNFOU ccDPOpHZNM cQSPEVDUJPO ccDPOpHZNM cTUBHJOH cDPOpHZNM &OWJSPONFOUຖͷ֤ϑΝΠϧΛ؀ڥຖʹ؅ཧ

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ETOIUUQTYYYYYYYYY

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.',&44"*ͷΞʔΩςΫνϟ ։ൃɾӡ༻ࢧԉπʔϧ

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&SSPS3QPSUJOHʢΤϥʔ؂ࢹʣ w Τϥʔ௨஌͕ॳճ̍ճ͚͔ͩ͠Ͱ͖ͳ͍ w .POJUPSJOHʢϦιʔε؂ࢹʣ w ($1ͷαʔϏεϞχλϦϯάʹ͸ຬ଍͕ͩɺ (,&ͷ1PETϨϕϧͰϞχλϦϯά͍ͨ͠

։ൃɾӡ༻ࢧԉπʔϧ w ࣮ࡍʹӡ༻࢓ग़͔ͯ͠Β͸ɺ෺଍Γͳ͘ͳͬͯ ͖ͨͷͰ࠷ۙͰ͸ w &SSPS3FQPSUJOH͔Β4FOUSZʹ w ,VCFSOFUFTͷNPOJUPSJOHΛɺ%BUB%PHʹ w %BUB%PHͷLTαϙʔτ͸͍͢͝

.',&44"*ͷΞʔΩςΫνϟ ݱࡏͷνʔϜʹ͍ͭͯ

ݱࡏͷνʔϜʹ͍ͭͯ ݱࡏԼهͷϝϯόʔͰɺεΫϥϜ։ൃΛऔΓೖΕͯ ·͢ɻ w ݩϚωʔϑΥϫʔυ3BJMTΤϯδχΞ໊̎ w લ৬(PΤϯδχΞ໊̏ w ϑϩϯτΤϯυ໊̍ w
σβΠφ໊̎

ະདྷͷνʔϜʹ͍ͭͯ ࠾༻Ͱ͸ɺ(P͕ॻ͚ΔࣄΑΓ͸ɺࠓ·Ͱͷ։ൃܦ ݧ΍ɺϨΠϠʔઃܭɺσβΠϯύλʔϯɺυϝΠϯ ઃܭͳͲݴޠʹؔΘΒͣ։ൃʹ׆͔ͤΔ஌ࣝΛٻ Ί͍ͯ·͢ɻ  ˞·ͩ·ͩ(PQIFS͸ଟ͍Α͏Ͱগͳ͍Ͱ͢͠Ͷ

ະདྷͷνʔϜʹ͍ͭͯ ฐࣾͰ͸ΞϓϦέʔγϣϯΤϯδχΞɺΠϯϑϥΤ ϯδχΞͱ໾ׂͱͯ͠͸෼͚͍ͯ·͕͢ɺ໾ׂʹด ͡Δ͜ͱͳ͘ɺܦݧ΍ҙݟ͍ͯ͘͜͠ͱ͕Ͱ͖͍ͯ ·͢ɻ ઈࢍ࠾༻தͰ͢ʂʂ IUUQTXXXXBOUFEMZDPNQSPKFDUT

࠷ޙʹ ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ

マネーフォワードの子会社MF KESSAIが選択したアーキテクチャ

マネーフォワードの子会社MF KESSAIが選択したアーキテクチャ

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