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εϥΠυτοϓͱ ͯ͠͝ར༻͍ͩ͘͞ ϚωʔϑΥϫʔυࣄۀຊ෦ ࢁా ଠ࿠ © Money Forward, Inc. ϚωʔϑΥϫʔυؔ੢։ൃڌ఺ͷ SREͷ࢝·Γͱࠓͱະདྷ גࣜձࣾϚωʔϑΥϫʔυ େࡕ։ൃڌ఺௕ େ૔ ܓհ © Money Forward, Inc.

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Money Forward Engineering Manager େࡕ։ൃڌ఺௕ େ૔ ܓհ (@okeicalm) © Money Forward, Inc.

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© Money Forward, Inc. νʔϜ࡞ΓͷϙϦγʔ ྑ͍νʔϜͰྑ͍ϓϩμΫτΛಧ͚Δ νʔϜ͕੒௕ͱߩݙΛ࣮ײͰ͖Δ

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։ൃڌ఺঺հ ϕτφϜʢϋϊΠɾϗʔνϛϯʣ Πϯυ ౦ژ ʢాொʣ ໊ݹ԰ ෱Ԭ ؔ੢ ʢେࡕɾژ౎ʣ 8 ։ൃڌ఺ ɹڌ఺͝ͱʹαʔϏεΛ։ൃɻ࠷ۙͰ͸ϕτφϜڌ఺ͱͷڞಉ։ൃ΋૿͖͍͑ͯͯ·͢ɻ POINT

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© Money Forward, Inc. ຊ೔ͷΞ΢τΧϜ ϓϩμΫτ։ൃνʔϜͷதͰ SREνʔϜ্ཱͪ͛ˍάϩʔεͷҰྫΛ஌ΕΔ

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© Money Forward, Inc. Agenda ● ΠϯτϩμΫγϣϯ ● SREͷ໷໌͚ ● ੒͠਱͖͛ͯͨ͜ͱ ● ͜Ε͔Βͷະདྷ

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© Money Forward, Inc. ΠϯτϩμΫγϣϯ

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© Money Forward, Inc. ϚωʔϑΥϫʔυ Ϋϥ΢υձܭPlus νʔϜਓ਺ͷਪҠ ձܭPlusͱ͸ ։ൃϓϩηε ੒௕اۀͷͨΊͷ ಺෦౷੍Λඋ͑ͨձܭSaaS εΫϥϜˠLeSS 1νʔϜ͔Β ෳ਺ͷεΫϥϜνʔϜن໛ʹ άϩʔόϧԽ΋ਪਐத ϓϩμΫτͷঢ়گ ࠷ॳͷϚʔέοτͰPMFୡ੒ ৽ͨͳϚʔέοτ΁௅ઓ

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© Money Forward, Inc. ϚωʔϑΥϫʔυ Ϋϥ΢υձܭPlus ΰϧϑձһݖ ERP։ൃຊ෦ લडऩӹ খޱݱۚ Derivative ؔ੢։ൃ෦ ౦ژ։ൃ෦ Πϯυڌ఺ ٕज़తෛ࠴ղফPJ Feature։ൃ SRE

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© Money Forward, Inc. ϓϩδΣΫτഎܠ ● 2020೥2݄ʹαʔϏεϦϦʔε ● όοΫΤϯυΤϯδχΞओମͷνʔϜͰ։ൃ ● ౰ॳ͸ԣஅ૊৫ͷΠϯϑϥΤϯδχΞʹཔΓ੾ͬͯӡ༻ ଞνʔϜ࿈ܞ͕ඞਢʹͳΔͨΊɺϦʔυλΠϜ͕ѱԽ

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© Money Forward, Inc. SREͷػӡߴ·Δ...! https://moneyforward-dev.jp/entry/2021/12/28/next-service-platform/

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© Money Forward, Inc. SREͷ໷໌͚

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© Money Forward, Inc. Ϋϥ΢υձܭPlusͰ΋SREνʔϜΛ݁੒ ● 2022೥6݄ʹSREʹڵຯͷ͋ΔΤϯδχΞ͕νʔϜ͔ ΒεϐϯΞ΢τͯ݁͠੒ ● Enabling SREνʔϜͷαϙʔτ ○ ٕज़తͳφϨοδγΣΞ ○ ϩʔυϚοϓࡦఆͷαϙʔτ ○ ͦͷଞɺนଧͪ

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© Money Forward, Inc. ϛογϣϯ

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© Money Forward, Inc. ϛογϣϯ

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© Money Forward, Inc. ੒͠਱͖͛ͯͨ͜ͱ

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© Money Forward, Inc. ࢓ࣄͷਐΊํ ● SREνʔϜͷϩʔυϚοϓʢόοΫϩάʣΛࡦఆ ○ EMͱٞ࿦͠ͳ͕Β༏ઌ౓Λܾఆ ○ Feature։ൃΛ͍ͯ͠ΔνʔϜͱ͸όοΫϩάΛ෼ ׂ ● ϩʔυϚοϓ͚ͩͰͳ͘ɺ೔ʑࠩ͠ࠐ·ΕΔΠϯϑϥ ؔ࿈ͷλεΫ΋୲౰

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© Money Forward, Inc. ̎೥ؒͷ࣮੷ʢൈਮʣ ● ΠϯϑϥҠߦʢECS -> EKS) ● SLI / SLOࡦఆ ● ϞχλϦϯάμογϡϘʔυվળ ● Google Four keysμογϡϘʔυ੔උ ● WAFҠߦ ● Structured logରԠ ● API gateway Ҡߦ ● ো֐܇࿅

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© Money Forward, Inc. SLI / SLOࡦఆ Ҿ༻ɿhttps://cloud.google.com/blog/ja/products/devops-sre/sre-fundamentals-sli-vs-slo-vs-sla

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© Money Forward, Inc. SLI / SLOࡦఆ

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© Money Forward, Inc. SLI / SLOࡦఆ ● ϓϩμΫτϚωʔδϟͱΫϦςΟΧϧϢʔβʔδϟʔχʔʹ ͍ͭͯσΟεΧογϣϯ

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© Money Forward, Inc. SLI / SLOࡦఆ ● ܭଌՄೳͳϝτϦΫεͰΫϦςΟΧϧϢʔβʔδϟʔχʔ Λදݱ ● ݱঢ়ͷ஋Λࢀߟʹᮢ஋Λࡦఆ ○ ޙ͔ΒSLI / SLOΛઃఆͨͨ͠Ί͔ͳΓΏΔ͍஋͔Βε λʔτͨ͠

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© Money Forward, Inc. ϙετϞʔςϜͷӡӦ ● SREνʔϜ͕ओମͱͳͬͯো֐ ൃੜޙͷϙετϞʔςϜʢৼΓ ฦΓʣΛӡӦ ● Φʔφʔ͕͍Δ͜ͱͰো֐ൃੜ ޙʹ࠶ൃ๷ࢭ͕ݕ౼͞Εͳ͍ɺ ͱ͍͏͜ͱ͕׬શʹ๷͕Εͨ

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© Money Forward, Inc. ো֐܇࿅ͷ࣮ࢪ ● ো֐ରԠ͕Ͱ͖Δϝϯόʔ͕ଐਓԽ͍ͯ͠Δͱ͍͏՝୊ ● ো֐ରԠϑϩʔΛఆΊɺରԠ͕Ͱ͖Δϝϯόʔͷҭ੒͕ඞཁ ● SREνʔϜ͕ओମͱͯ͠ো֐܇࿅Λاըɺ࣮ࢪ

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© Money Forward, Inc. ো֐܇࿅ͷ࣮ࢪ ● ݕূ؀ڥΛഁյͯ͠ɺ௚͢τϨʔχϯάΛ࣮ࢪ ○ Chaos Meshͷར༻ ○ ςʔϒϧͷ࡟আ ○ ෆਖ਼ͳϨίʔυͷૠೖ ○ APIΛେྔʹίʔϧͯ͠ߴෛՙʹ͢Δ ● ୈҰճʹ޲͚ͯΞϥʔτɺϞχλϦϯάμογϡϘʔυΛຊ൪ ͱಉ౳ʹΞοϓάϨʔυ ● ୈೋճ͸Non JPϝϯόʔ΋ؚΊͯӳޠͰ࣮ࢪ

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© Money Forward, Inc. ো֐܇࿅ͷ࣮ࢪ ● YWTʢ΍ͬͨ͜ͱɾΘ͔ͬͨ͜ͱɾ࣍ʹ΍Δ͜ͱʣͰৼΓฦΓ

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© Money Forward, Inc. ͜Ε͔Βͷະདྷ

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© Money Forward, Inc. ͜Ε͔Βͷະདྷ ● SLOΛϨϕϧΞοϓ͢ΔͨΊͷΞʔΩςΫνϟมߋ ○ ͦΕʹ൐͏ΤϥʔόδΣοτͷӡ༻ ● શମ࠷దԽ΁ͷߩݙ ● SREͱΞϓϦέʔγϣϯΤϯδχΞͷਓࣄަྲྀ

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͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ © Money Forward, Inc.