自己診断能力の獲得を目指して / Toward the acquisition of self-diagnostic skills

CNDF2023
https://event.cloudnativedays.jp/cndf2023

Transcript

1. ࣗݾ਍அೳྗͷ֫ಘΛ໨ࢦͯ͠
   Takeshi Kondo / @chaspy
   
   
   2023/08/03
   
   
   Cloud Native Days Fukuoka 2023
   

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2. Who am I
   2
   chaspy chaspy_
   Engineering Manager
   
   Site Reliability and Web Application Development
   
   at Recruit Co., Ltd.
   
   ෱Ԭग़਎ͳͷͰࠓ೔͓࿩͠Ͱ͖ͯخ͍͠Ͱ͢😄
   Takeshi Kondo
   https://chaspy.me
   

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3. ʰελσΟαϓϦʱখதߴͷ։ൃΛ͍ͯ͠·͢
   3
   

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4. Cloud Native…?
   4
   

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5. 5
   • Infra: AWS & EKS / GCP (Pub/Sub, BigQuery)
   
   
   • CI: GitHub Actions & Self-Hosted runner
   
   
   • Ref: GitHub Actions Self-hosted Runner ͷಋೖͱ҆ఆӡ༻ʹ޲͚ͨي੻
   
   
   • CD: ArgoCD & ಺੡ͷ deploy-action
   ʰελσΟαϓϦʱ͸ Cloud Native
   

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6. Cloud Native ʹΑͬͯ։ൃऀ͕ࣗݾ׬݁͢ΔੈքΛ໨ࢦ͢
   • SRE νʔϜͷϛογϣϯ
   
   
   • “ࣗݾ׬݁νʔϜ͕ϓϩμΫτΛૉૣ҆͘શʹಧ͚ଓ͚ΔͨΊͷϓϥοτ
   ϑΥʔϜͱจԽΛ࡞Δ”
   
   
   • ࣗݾ׬݁: ࣗ෼ͨͪͰඞཁͳ΋ͷΛࣗ෼ͨͪͰ༻ҙͰ͖Δ͜ͱ
   
   
   • ։ൃɺQAɺσϓϩΠɺ؂ࢹɺશͯҰ؏ͯ͠։ൃऀ͕ߦ͏
   
   
   • QA ΤϯδχΞɺSRE ͸ͦͷαϙʔτ
   
   
   • ։ൃऀ͕ Kubernetes yaml ΋ Terraform HCL ΋ॻ͘͠ɺDatadog ͷ
   Dashboard ݟͯ Monitor ͷઃఆΛ͢ΔɻE2E ςετͷγφϦΦ΋ॻ͘ɻ
   ೚ҙͷλΠϛϯάͰσϓϩΠ͢Δɻ
   6
   

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7. Cloud Native ͔ͩΒͦ͜Ͱ͖Δ”͋ͨΓ·͑” (1/3)
   • On-Demand & Scalable
   
   
   • Pull Request ͝ͱͷ Preview ؀ڥ
   
   
   • ಠཱͨ͠ෛՙࢼݧ؀ڥ (ref: GitHub Actions Self-hosted Runner ͱ Gatling ʹΑΔෛՙࢼݧ)
   
   
   • ໷ؒɾٳ೔ͷ։ൃ؀ڥఀࢭ
   
   
   • ຊ൪σʔλϕʔεΛ։ൃ؀ڥ΁೔࣌ͰϦετΞ
   
   
   (ref: εϜʔζͳ։ൃମݧΛࢧ͑ΔσʔλϕʔεϦετΞͷ࢓૊Έ)
   7
   

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8. Cloud Native ͔ͩΒͦ͜Ͱ͖Δ”͋ͨΓ·͑” (2/3)
   • Declarative Con
   fi
   guration, Infrastructure as Code
   
   
   • ίʔυ͔Β API ܦ༝ͰϦιʔεΛมߋՄೳ
   
   
   • ίʔυࣗಈੜ੒ʹΑΓೝ஌ෛՙΛ௿ݮ͢Δ
   
   
   • Ϙλϯ1ͭͰ Terraform ͷ৽ن state / directory Λੜ੒Մೳ
   
   
   • ϚΠΫϩαʔϏεΛ৽ن࡞੒͢Δࡍͷ Kubernetes yaml Λࣗಈੜ੒
   
   
   • Datadog SLO ͷ Terraform HCL ͷࣗಈੜ੒
   8
   

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9. Cloud Native ͔ͩΒͦ͜Ͱ͖Δ”͋ͨΓ·͑” (3/3)
   • Declarative Con
   fi
   guration, Infrastructure as Code
   
   
   • Policy Check & CI ͰͷΨΠυʹΑΓೝ஌ෛՙΛ௿ݮ͢Δ
   9
   S3 όέοτ࡟আ࣌ɺforce_destroy
   ͕͍ͭͯͳ͍ͷͰܯࠂ
   PR ͝ͱͷ Preview ؀ڥσϓϩΠޙʹ௨஌
   
   
   ArgoCD ΁ͷϦϯΫ͕͋ΔͷͰ
   
   
   Քಇঢ়ଶ͕Θ͔Γ΍͍͢
   

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10. ࠓ೔͓࿩͢͠Δ͜ͱ
    
    
    Cloud Native ͳϓϩμΫτ։ൃ૊৫ʹ͓͚Δ
    
    
    ࣗݾ਍அೳྗൃ۷ͷࣄྫ
    10
    

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11. ઌʹ4ߦ·ͱΊ
    
    
    Cloud Native ͳϓϩμΫτ։ൃ૊৫Ͱ
    
    
    ٕज़ઓུάϧʔϓΛ্ཱͪ͛ͯ
    
    
    ࣗݾ਍அೳྗͷൃ۷Λ໨ࢦͨ݁͠Ռ
    
    
    ʮܧଓੑͱଟ༷ੑʯʹΑͬͯ͏·͘ߦͬͨ
    11
    

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12. Key Messages
    
    
    ܧଓੑͱଟ༷ੑ
    12
    

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13. Outline
    • ʰελσΟαϓϦʱʹ͓͚Δ Cloud Native
    
    
    • ʮٕज़ઓུʯͱʮٕज़ઓུάϧʔϓʯʹ͍ͭͯ
    
    
    • ࣗݾ਍அೳྗͱ͸Կ͔ / ͳͥࣗݾ਍அೳྗ͕ॏཁͳͷ͔
    
    
    • ͜Ε·ͰͷऔΓ૊Έ
    
    
    • ߟ࡯
    
    
    • ·ͱΊ
    13
    

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14. Outline
    • ʰελσΟαϓϦʱʹ͓͚Δ Cloud Native
    
    
    • ʮٕज़ઓུʯͱʮٕज़ઓུάϧʔϓʯʹ͍ͭͯ
    
    
    • ࣗݾ਍அೳྗͱ͸Կ͔ / ͳͥࣗݾ਍அೳྗ͕ॏཁͳͷ͔
    
    
    • ͜Ε·ͰͷऔΓ૊Έ
    
    
    • ߟ࡯
    
    
    • ·ͱΊ
    14
    

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15. ٕज़ઓུͱ͸
    
    
    ϓϩμΫτ։ൃ૊৫ʹ͓͍ͯ
    
    
    ԿΛ΍Δ͔ɺԿΛ΍Βͳ͍͔
    15
    

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16. ͳٕͥज़ઓུ͕ඞཁ͔
    • Ϗδωεͷ଎౓ʹ௥ਵ͢ΔͨΊ
    
    
    • มߋΛ͠΍͍͢γεςϜɾίʔυɾ૊৫ʹ͢Δ
    
    
    • มߋ଎౓Λ๦͛ΔཁҼ͸ઌճΓͯ͠ରॲ͢Δ(ٕज़తෛ࠴ͷฦࡁ)
    
    
    • ͦͷঢ়ଶΛ௕ظతʹҡ࣋Ͱ͖ΔೳྗΛಘΔ
    16
    

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17. ͳٕͥज़ઓུ”άϧʔϓ”͕ඞཁ͔
    17
    • ٕज़ઓུͷܾΊํ͸૊৫ʹΑͬͯҟͳΔ
    
    
    • 1ਓͷ CTO ͕τοϓμ΢ϯͰܾΊͯ΋͍͍
    
    
    • ϘτϜΞοϓͰશһ߹ٞͰܾΊͯ΋͍͍
    
    
    • ͦͷதؒͰ΋͍͍
    
    
    • ʰελσΟαϓϦʱ͸ٕज़ઓུΛ1ਓʹґଘ͠ͳ͍࢓૊ΈΛ࡞Δ͜ͱʹ
    ௅ઓ͍ͯ͠Δ
    

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18. ٕज़ઓུάϧʔϓͱ͸
    18
    • ໨త
    
    
    • ϓϩμΫτ։ൃ૊৫ͱͦͷγεςϜΛΑΓมԽʹڧ͘͢Δ
    
    
    • ໨ඪ
    
    
    • ٕज़తͳϏδϣϯͱํ਑ͷࡦఆ
    
    
    • ٕज़త՝୊ɾෛ࠴ΛίϯτϩʔϧԼʹஔ͘
    
    
    • վળαΠΫϧͷཱ֬ͱࣗݾ਍அೳྗͷ֫ಘ
    

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19. ׆ಈମ
    19
    • ໨త
    
    
    • ϓϩμΫτ։ൃ૊৫ͱͦͷγεςϜΛΑΓมԽʹڧ͘͢Δ
    
    
    • ໨ඪ
    
    
    • ٕज़తͳϏδϣϯͱํ਑ͷࡦఆ
    
    
    • ٕज़త՝୊ɾෛ࠴ΛίϯτϩʔϧԼʹஔ͘
    
    
    • վળαΠΫϧͷཱ֬ͱࣗݾ਍அೳྗͷ֫ಘ
    ԣஅG
    
    
    Ref:
    
    
    Who owns the Service Level?
    
    
    ٕज़ઓུԣஅϫʔΩϯάάϧʔϓͷ׆ಈใࠂ
    DevOps G
    

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20. DevOps G ͷ໨తͱ׆ಈ
    20
    • ໨తɿʢ։ൃνʔϜͷʣࣗݾ਍அೳྗͷ֫ಘͷͨΊʹઃஔ
    
    
    • ϝϯόʔ͸ ྖҬ͝ͱͷ WebDev / QA / SRE
    
    
    • ߹ܭ7໊ɺ༷ʑͳνʔϜ͔Βू·͍ͬͯΔ
    
    
    • શһ݉຿Ͱߏ੒
    
    
    • ׆ಈ͸िʹ1࣌ؒͷϛʔςΟϯά͕ϕʔε
    
    
    • Leader ͕ςʔϚʹԊͬͯϑΝγϦςʔγϣϯΛ͢Δ
    
    
    • ࿩͍ͨ͠τϐοΫ͕͋Ε͹୭Ͱ΋࣋ͪࠐΈok
    

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21. ෼͔Γ΍͍͢·ͱΊ
    21
    ελσΟαϓϦখதߴϓϩμΫτ։ൃ෦
    Stream Aligned Teams
    BtoB BtoC
    ԣஅܥ
    5FBN 5FBN 5FBN 5FBN
    43&
    ج൫։ൃ 2"
    5FBN 5FBN 5FBN 5FBN
    ԣஅ 'SPOUFOE
    %FW0QT
    ٕज़ઓུ
    ٕज़ઓུͷ͏ͪʮࣗݾ਍அೳྗͷ
    ֫ಘʯΛ໨ࢦ͢
    
    
    ֤νʔϜ͔Βશһ݉຿ͰࢀՃ
    

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22. Outline
    • ʰελσΟαϓϦʱʹ͓͚Δ Cloud Native
    
    
    • ʮٕज़ઓུʯͱʮٕज़ઓུάϧʔϓʯʹ͍ͭͯ
    
    
    • ࣗݾ਍அೳྗͱ͸Կ͔ / ͳͥࣗݾ਍அೳྗ͕ॏཁͳͷ͔
    
    
    • ͜Ε·ͰͷऔΓ૊Έ
    
    
    • ߟ࡯
    
    
    • ·ͱΊ
    22
    

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23. ࣗݾ਍அೳྗͱ͸
    23
    ਍அ͢ΔͨΊʹ͸ঢ়گΛ೺
    Ѳ͢Δඞཁ͕͋Δʢࢦඪ΍
    Ξηεϝϯτʣ
    ਍அ͢Δʹ͸·ͣප
    Ӄʹߦ͘ඞཁ͕͋Δ
    ʢ਍அͷτϦΨʔʣ
    ਍࡯ͯ͠පؾ͔Ͳ͏͔ͷ
    ൑ఆʢධՁʣɺ͋Δ͍͸
    ࣏ྍʢվળʣΛ͠ͳ͚Ε
    ͹ͳΒͳ͍
    

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24. ͳͥࣗݾ਍அೳྗ͕ॏཁ͔
    24
    • ʮ՝୊ʯͷಛ௃
    
    
    • ৗʹݟ͍͑ͯΔͱ͸ݶΒͳ͍
    
    
    • มΘΓଓ͚Δ
    
    
    • ࢦඪ΍ΞηεϝϯτΛ௨ͯࣗ͡෼ͨͪͷݱঢ়Λఆྔతʹ೺Ѳ͢
    Δඞཁ͕͋Δ
    • oneshot Ͱ͸ͳ͘ɺܧଓੑ΋ॏཁ
    
    
    • ࣗ෼ͨͪͷߦಈʹΑͬͯԿ͕มΘͬͨͷ͔ɺ͋Δ͍͸มΘΒͳ͔ͬͨͷ͔
    ΛධՁ͠ଓ͚Δඞཁ͕͋Δ
    

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25. Outline
    • ʰελσΟαϓϦʱʹ͓͚Δ Cloud Native
    
    
    • ʮٕज़ઓུʯͱʮٕज़ઓུάϧʔϓʯʹ͍ͭͯ
    
    
    • ࣗݾ਍அೳྗͱ͸Կ͔ / ͳͥࣗݾ਍அೳྗ͕ॏཁͳͷ͔
    
    
    • ͜Ε·ͰͷऔΓ૊Έ
    
    
    • ߟ࡯
    
    
    • ·ͱΊ
    25
    

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26. Timeline
    26
    2021 2022 2023
    CloudNative Days
    Fukuoka 2023
    όϦϡʔετϦʔϜ
    Ϛοϐϯά
    σϓϩΠස౓ͷܭଌ
    DX Criteria (2)
    DX Criteria (1)
    άϧʔϓͷϏδϣϯ
    ͱ൒ظ໨ඪͷઃఆ
    ։ൃνʔϜͰͷࢦඪΛ
    ༻͍ͨվળ͕ߦΘΕΔ
    DX Criteria (3)
    ͓͢͢ΊϝτϦΫεͷ
    ࡦఆ ܰྔ൛ͷ؂ࢹৼΓฦΓ
    ͷ࡞੒ͱݕূ
    νʔϜͷ؂ࢹशख़౓
    ৼΓฦΓ࡞੒
    

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27. Timeline
    27
    2021 2022 2023
    CloudNative Days
    Fukuoka 2023
    όϦϡʔετϦʔϜ
    Ϛοϐϯά
    σϓϩΠස౓ͷܭଌ
    DX Criteria (2)
    DX Criteria (1)
    άϧʔϓͷϏδϣϯ
    ͱ൒ظ໨ඪͷઃఆ
    ։ൃνʔϜͰͷࢦඪΛ
    ༻͍ͨվળ͕ߦΘΕΔ
    DX Criteria (3)
    ͓͢͢ΊϝτϦΫεͷ
    ࡦఆ ܰྔ൛ͷ؂ࢹৼΓฦΓ
    ͷ࡞੒ͱݕূ
    νʔϜͷ؂ࢹशख़౓
    ৼΓฦΓ࡞੒
    

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28. 2021೥લ൒
    28
    • ·ͣόϦϡʔετϦʔϜϚοϐϯάͰݱঢ়ೝࣝΛ߹Θͤͨ
    
    
    • ީิͱͳΔ Metrics Λग़͢
    
    
    • σϓϩΠճ਺ʢස౓ʣͷϞχλϦϯά
    
    
    • DX Criteria ʢΞηεϝϯτʣͷ࣮ࢪ
    

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29. όϦϡʔετϦʔϜϚοϐϯά
    29
    Meta Issue (Epic) ࡞੒~ ։ൃ
    

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30. όϦϡʔετϦʔϜϚοϐϯά
    30
    ։ൃ׬ྃ ~ εϓϦϯτϨϏϡʔ
    QA ~ ຊ൪ϦϦʔε
    

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31. ީิͱͳΔ Metrics / Indicator ͷચ͍ग़͠ͱܭଌ
    31
    όϦϡʔετϦʔϜϚοϐ
    ϯάΛΠϯϓοτʹɺվ
    ળͨ͠৔߹ͷϝϦοτͷ
    Ծઆ΍ɺͦΕΛ્֐ͯ͠
    ͍Δ໰୊ΛϐοΫΞοϓ
    

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32. DX Criteria ͷ࣮ࢪ
    32
    • ೔ຊ CTO ڠձ͕ࡦఆͨ͠ DX ʹؔ͢ΔΞηεϝϯτ
    
    
    • https://dxcriteria.cto-a.org/
    
    
    • DX = Digital Transformation & Developer Experience
    
    
    • 5ͭͷςʔϚ͕͋Δ
    
    
    • νʔϜ / γεςϜ / σʔλۦಈ / σβΠϯࢥߟ / ίʔϙϨʔτ
    
    
    • ։ൃ૊৫ͳΒνʔϜɺγεςϜ͔Β࢝ΊΔͷ͕͓͢͢Ί
    

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33. DX Criteria ͷ࣮ࢪ
    33 ref: ࣗ෼ͨͪͷγεςϜΛ਍அ͢ΔͨΊʹ DX Criteria"γεςϜ"ςʔϚΛ࣮ࢪ͠·ͨ͠
    

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34. Timeline
    34
    2021 2022 2023
    CloudNative Days
    Fukuoka 2023
    όϦϡʔετϦʔϜ
    Ϛοϐϯά
    σϓϩΠස౓ͷܭଌ
    DX Criteria (2)
    DX Criteria (1)
    άϧʔϓͷϏδϣϯ
    ͱ൒ظ໨ඪͷઃఆ
    ։ൃνʔϜͰͷࢦඪΛ
    ༻͍ͨվળ͕ߦΘΕΔ
    DX Criteria (3)
    ͓͢͢ΊϝτϦΫεͷ
    ࡦఆ ܰྔ൛ͷ؂ࢹৼΓฦΓ
    ͷ࡞੒ͱݕূ
    νʔϜͷ؂ࢹशख़౓
    ৼΓฦΓ࡞੒
    

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35. 2021೥ޙ൒
    35
    • औಘͨ͠ metrics ͕׆༻͞Ε͍ͯͳ͍͜ͱ͕՝୊ʹ্͕Δ
    
    
    • σϓϩΠ਺Λऔ͕ͬͨ෼ੳ͞Ε͍ͯͳ͍
    
    
    • Coverband ʹΑΔίʔυΧόϨοδ͕ݟΒΕ͍ͯͳ͍
    
    
    • DX Criteria 2ճ໨࣮ࢪ
    
    
    • ઃ໰ͷҙਤͷ֬ೝʹ͕͔͔࣌ؒΔ՝୊
    

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36. 2021೥ͷৼΓฦΓ
    36
    • 😄׆ಈΛܧଓͰ͖ͨ
    
    
    • 😄ࢦඪΛݕ౼͠ɺܭଌͨ͠
    
    
    •
    😄DX CriteriaʢΞηεϝϯτʣΛ2౓࣮ࢪͨ͠
    
    
    • 🤔ࢦඪ͕վળͷ໾ʹཱ͍ͯͯͳ͍
    
    
    •
    🤔DX Criteria ࣮ࢪ͸େมʢ͕͔͔࣌ؒΔɺղऍ͕೉͍͠ʣ
    
    
    

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37. Timeline
    37
    2021 2022 2023
    CloudNative Days
    Fukuoka 2023
    όϦϡʔετϦʔϜ
    Ϛοϐϯά
    σϓϩΠස౓ͷܭଌ
    DX Criteria (2)
    DX Criteria (1)
    άϧʔϓͷϏδϣϯ
    ͱ൒ظ໨ඪͷઃఆ
    ։ൃνʔϜͰͷࢦඪΛ
    ༻͍ͨվળ͕ߦΘΕΔ
    DX Criteria (3)
    ͓͢͢ΊϝτϦΫεͷ
    ࡦఆ ܰྔ൛ͷ؂ࢹৼΓฦΓ
    ͷ࡞੒ͱݕূ
    νʔϜͷ؂ࢹशख़౓
    ৼΓฦΓ࡞੒
    

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38. 2022೥લ൒
    38
    • άϧʔϓͷϏδϣϯΛࡦఆ
    
    
    • શͯͷ։ൃνʔϜ͕໰୊ΛࣗΒൃݟ͠վળ͠ଓ͚Δੈքͷ࣮ݱ
    
    
    • άϧʔϓͷ൒೥͝ͱͷ໨ඪΛఆΊͨ
    
    
    • DevOps G Ͱൃ۷ͨ͠ࢦඪΛ࢖ͬͯෳ਺ͷ։ൃνʔϜ͕վળαΠΫϧΛճͤͯ
    ͍Δ͜ͱ
    
    
    • DX Criteria 3ճ໨ͷ࣮ࢪ
    
    
    • ਍அͱͯ͠͸༗ޮ͕ͩɺ࣮ࡍʹվળΛ͢Δ͕࣌ؒͳ͍ͱ͍͏՝୊
    
    
    • ՝୊Λ࣋ͪࠐΜͰɺͦͷ৔Ͱղܾ͢Δ͜ͱ͕૿͖͑ͯͨ
    
    
    • ྫ: ͜ͷ໰୊ΛධՁ͢Δ Metrics ͋Δʁ͜͏ͨ͠ΒͰ͖ΔΑ
    

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39. 2022೥લ൒ͷৼΓฦΓ
    39
    • 😄໨ඪΛୡ੒Ͱ͖ͨ
    
    
    • DevOps G ࢀՃϝϯόʔ͕νʔϜʹ࣋ͪؼͬͯվળΛϦʔυ
    
    
    • DX Criteria ΛνʔϜ಺Ͱ࣮ࢪ
    
    
    • ςετΧόϨοδΛදࣔ͠ɺςετΛ૿΍͢
    
    
    •
    🤔DX Criteria ࣮ࢪ͸େมʢ͕͔͔࣌ؒΔɺղऍ͕೉͍͠ʣ
    
    
    • લͷظ͔Βܧଓ
    

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40. Timeline
    40
    2021 2022 2023
    CloudNative Days
    Fukuoka 2023
    όϦϡʔετϦʔϜ
    Ϛοϐϯά
    σϓϩΠස౓ͷܭଌ
    DX Criteria (2)
    DX Criteria (1)
    άϧʔϓͷϏδϣϯ
    ͱ൒ظ໨ඪͷઃఆ
    ։ൃνʔϜͰͷࢦඪΛ
    ༻͍ͨվળ͕ߦΘΕΔ
    DX Criteria (3)
    ͓͢͢ΊϝτϦΫεͷ
    ࡦఆ ܰྔ൛ͷ؂ࢹৼΓฦΓ
    ͷ࡞੒ͱݕূ
    νʔϜͷ؂ࢹशख़౓
    ৼΓฦΓ࡞੒
    

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41. 2022೥ޙ൒
    41
    • άϧʔϓͷ໨ඪΛมߋ
    
    
    • Before: DevOps G Ͱൃ۷ͨ͠ࢦඪΛ࢖ͬͯෳ਺ͷ։ൃνʔϜ͕վળαΠΫϧΛճ͍ͤͯ
    Δ͜ͱ
    
    
    • After: ։ൃνʔϜ͕ࣗΒඞཁͳࢦඪΛൃݟ͠ɺվળαΠΫϧΛճ͢͜ͱ͕Ͱ͖͍ͯΔ͜ͱ
    
    
    • ʮ͓͢͢ΊϝτϦΫεʯͷࡦఆ
    
    
    • લ೥ʹચ͍ग़ͨ͠ࢦඪͱ͸ผ
    
    
    • औಘํ๏΍ޮՌޮೳΛهࡌ
    
    
    • ͓͢͢ΊϝτϦΫεಉ࢜ͷؔ܎ਤ΋࡞੒
    
    
    • ಠࣗͷʮνʔϜͷ؂ࢹशख़౓ৼΓฦΓʯΛ࡞੒ɺ࣮ࢪ
    

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42. ͓͢͢ΊϝτϦΫε
    42
    

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43. ͓͢͢ΊϝτϦΫεؔ܎ਤ
    43
    

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44. νʔϜͷ؂ࢹशख़౓ৼΓฦΓ - Google form Ͱ࣮ࢪ
    44
    

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45. νʔϜͷ؂ࢹशख़౓ৼΓฦΓ - Ϩϕϧ͝ͱͷΞΫγϣϯ(1/3)
    45
    ॳظঢ়ଶɻ؂ࢹ͓ͯ͠ΒͣྼԽΛ࡯஌Ͱ͖ͳ͍ɺΞΫγϣϯͷओମऀ΋ෆ໌ྎͰ͋Δɻ
    ؂ࢹͷͨΊͷ࢓૊Έ͸ Production Readiness Checklist ͳͲΛ௨ͯ͡ఆΊΒΕ͍ͯΔɻ
    
    
    ͔͠͠ྼԽʹର͢ΔΞΫγϣϯ͕ͳ͞Ε͍ͯͳ͍ɻ
    

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46. νʔϜͷ؂ࢹशख़౓ৼΓฦΓ - Ϩϕϧ͝ͱͷΞΫγϣϯ(2/3)
    46
    ؂ࢹͷͨΊͷϓϩηε͕श׳Խ͞Εɺ࡯஌ͨ͠ྼԽʹ͍ͨͯ͠ΞΫγϣϯ͕औΒΕ͍ͯΔɻ
    

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47. νʔϜͷ؂ࢹशख़౓ৼΓฦΓ - Ϩϕϧ͝ͱͷΞΫγϣϯ(3/3)
    47
    Level 2 ʹՃ͑ɺ؂ࢹख๏΍ϓϩηε͸ܧଓతʹݟ௚͓ͯ͠Γɺվળ͠ଓ͚͍ͯΔɻ
    

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48. νʔϜͷ؂ࢹशख़౓ৼΓฦΓΛ΍ͬͯΈͯ
    48
    • ΄ͱΜͲͷαʔϏε͕ Level 2 ͩͬͨ
    
    
    • Level2: ؂ࢹͷͨΊͷϓϩηε͕श׳Խ͞Εɺ࡯஌ͨ͠ྼԽʹରͯ͠ΞΫγϣϯ͕औΒΕ
    ͍ͯΔ
    
    
    • Production Readiness Checklist Ͱ؂ࢹઃఆ͸Ұ௨Γ͢ΔͨΊ
    
    
    • Level 3 ͷαʔϏε͸΄΅ͳ͍
    
    
    • Level3: Level 2 ʹՃ͑ɺ؂ࢹख๏΍ϓϩηε͸ܧଓతʹݟ௚͓ͯ͠Γɺվળ͠ଓ͚͍ͯΔɻ
    
    
    • ϓϩηεͦͷ΋ͷͷఆظతͳݟ௚͠ = ࣗݾ਍அࣗମͷ਍அ͸Ͱ͖͍ͯͳ͍
    
    
    • ϚΠΫϩαʔϏε୯Ґɾػೳ୯ҐͰ࣮ࢪͨ͠ͷͰɺ1ͭͷνʔϜ͕ෳ਺ճ౴͠
    ͳ͚Ε͹ͳΒͣɺճ౴ࣗମ͕ॏ͔ͬͨ
    
    
    • ܧଓੑʹ՝୊͕͋Δ
    

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49. 2022೥ޙ൒ͷৼΓฦΓ
    49
    • 😄͓͢͢ΊϝτϦΫεͷ੍ఆͱͦͷؔ܎ਤͷ࡞੒Λͨ͠
    
    
    • 😄؂ࢹʹؔ͢ΔಠࣗͷΞηεϝϯτΛ࡞੒ͨ͠
    
    
    • 😄ίϥϘϨʔγϣϯ͕૿͑ͨ
    
    
    • quipper/google-cloud-pub-sub-operator
    
    
    • SRE / WebDev Ͱ PR ؀ڥͰڞ༗ͷ Cloud Pub/Sub ʹΑΓɺτϐοΫ
    ͕औΒΕͯ͠·͏՝୊Λղܾ͢ΔͨΊʹ࡞ͬͨ Kubernetes Operator
    
    
    • 🤔Ξηεϝϯτࣗମ͕ʮॏ͍ʯ͜ͱ͸΍͸Γ՝୊ʹ
    

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50. Timeline
    50
    2021 2022 2023
    CloudNative Days
    Fukuoka 2023
    όϦϡʔετϦʔϜ
    Ϛοϐϯά
    σϓϩΠස౓ͷܭଌ
    DX Criteria (2)
    DX Criteria (1)
    άϧʔϓͷϏδϣϯ
    ͱ൒ظ໨ඪͷઃఆ
    ։ൃνʔϜͰͷࢦඪΛ
    ༻͍ͨվળ͕ߦΘΕΔ
    DX Criteria (3)
    ͓͢͢ΊϝτϦΫεͷ
    ࡦఆ ܰྔ൛ͷ؂ࢹৼΓฦΓ
    ͷ࡞੒ͱݕূ
    νʔϜͷ؂ࢹशख़౓
    ৼΓฦΓ࡞੒
    

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51. 2023೥લ൒ʢݱࡏʣ
    51
    • άϧʔϓͷ໨ඪ͸ҡ࣋
    
    
    • ։ൃνʔϜ͕ࣗΒඞཁͳࢦඪΛൃݟ͠ɺվળαΠΫϧΛճ͢͜ͱ͕Ͱ͖͍ͯΔ͜ͱ
    
    
    • ༗ӹͳࢦඪͷൃ۷ͱվળ
    
    
    • monorepo ͷ CI ܭଌπʔϧΛಈ͔͢
    
    
    • ্ه GitHub Action Λ OSS ͱͯ͠੾Γग़ͨ͠ ref: quipper/send-ci-result-to-bigquery-action
    
    
    • ES2 Test(MagicPod) ͷ࣮ߦ݁Ռͷܭଌ
    
    
    ref: chaspy/magicpod-datadog-action / ʰελσΟαϓϦ தֶߨ࠲ʱʹ͓͚Δ E2E Test ͷӡ༻ͱܭଌʹΑΔվળ
    
    
    • ؂ࢹͷৼΓฦΓΞηεϝϯτͷܰྔ൛Λ࡞੒ɺݕূத
    

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52. ༗ӹͳࢦඪͷൃ۷ͱվળ / DevOps G Ͱ࡞ͬͨ CI ܭଌ͔Βվળ΁
    52
    

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53. ؂ࢹৼΓฦΓͷܰྔ൛
    53
    

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54. ؂ࢹৼΓฦΓͷܰྔ൛
    54
    

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55. ؂ࢹৼΓฦΓͷܰྔ൛Λ΍ͬͯΈͯ
    55
    • ·ͣ DevOps WG ಺Ͱෳ਺ճ࣮ࢪ͍ͯ͠Δ
    
    
    • 5ஈ֊ධՁ͸؆୯
    
    
    • ਍அࣗମΛܰྔԽ͢Δ͜ͱʹΑͬͯश׳Խͤ͞ΒΕΔ
    
    
    • ओ؍ʹΑΓϒϨͯ͠·͏՝୊͸্͕͕ͬͨɺ͍ͭͨ਺஋ࣗମ͸Ͳ͏Ͱ
    ΋Α͘ɺνʔϜ಺ͰղऍΛձ࿩͢Δ͜ͱ͕ॏཁ
    
    
    • ؂ࢹπʔϧʹؔ͢Δ Tips ͕ू·Δͷ͸૝ఆ֎ʹ༗ӹͩͬͨ
    

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56. Outline
    • ʰελσΟαϓϦʱʹ͓͚Δ Cloud Native
    
    
    • ʮٕज़ઓུʯͱʮٕज़ઓུάϧʔϓʯʹ͍ͭͯ
    
    
    • ࣗݾ਍அೳྗͱ͸Կ͔ / ͳͥࣗݾ਍அೳྗ͕ॏཁͳͷ͔
    
    
    • ͜Ε·ͰͷऔΓ૊Έ
    
    
    • ߟ࡯
    
    
    • ·ͱΊ
    56
    

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57. ͜ͷ׆ಈΛ௨ͯ͡զʑ͕ಘͨ΋ͷ
    57
    • ࢦඪ΍ΞηεϝϯτΛ࣮ӡ༻ʹܨ͛Δ஌ݟ
    
    
    • ࢦඪͷऔಘํ๏ͱޮՌޮೳ͕·ͱ·ͬͨද
    
    
    • զʑ͕࡞ͬͨɾධՁͨ͠Ξηεϝϯτπʔϧ
    
    
    • ࣗݾ਍அೳྗʹ͍ͭͯձ࿩͠ଓ͚ΒΕΔ৔ॴ
    
    
    • ͨ͘͞Μͷ՝୊ղܾ
    

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58. ͜ͷ׆ಈΛ௨ͯ͡զʑ͕ಘͨ΋ͷ
    58
    • ࢦඪ΍ΞηεϝϯτΛ࣮ӡ༻ʹܨ͛Δ஌ݟ
    
    
    • ࢦඪͷऔಘํ๏ͱޮՌޮೳ͕·ͱ·ͬͨද
    
    
    • զʑ͕࡞ͬͨɾධՁͨ͠Ξηεϝϯτπʔϧ
    
    
    • ࣗݾ਍அೳྗʹ͍ͭͯձ࿩͠ଓ͚ΒΕΔ৔ॴ
    
    
    • ͨ͘͞Μͷ՝୊ղܾ
    

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59. ࢦඪ΍Ξηεϝϯτʹؔ͢Δߟ࡯
    59
    • ࢦඪ͸औಘ͢Δ͚ͩͰ͸ҙຯ͕ͳ͍ʢͦΕ͸ͦ͏ʣ
    
    
    • ධՁͯ͠վળ͠ͳ͚Ε͹ҙຯ͕ͳ͍ => νʔϜʹ࣋ͪؼͬͯ΋Β͏ඞཁ͕͋Δ
    
    
    • ࢦඪ͸՝୊͕͋ͬͯॳΊͯ໾ʹͨͭ => ՝୊͕ू·Δ৔͕༗ޮ
    
    
    • ࢦඪͷऔಘࣗମ͸ٕज़ྗ΍γεςϜͷཧղ͕ඞཁ
    
    
    • ΞηεϝϯτͷϙΠϯτ
    
    
    • ܧଓ͕ͦ͜࠷΋ॏཁ
    
    
    • ࣮ࢪࣗମ͕େมͩͱଓ͔ͳ͍ɺश׳ԽͱܰྔԽ͕ॏཁ
    
    
    • ΞΫγϣϯʹܨ͛Δʹ͸νʔϜͰճ౴ͷࠜڌΛ࿩͢ͷ͕େࣄ
    

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60. ͜ͷ׆ಈΛ௨ͯ͡զʑ͕ಘͨ΋ͷ
    60
    • ࢦඪ΍ΞηεϝϯτΛ࣮ӡ༻ʹܨ͛Δ஌ݟ
    
    
    • ࢦඪͷऔಘํ๏ͱޮՌޮೳ͕·ͱ·ͬͨද
    
    
    • զʑ͕࡞ͬͨɾධՁͨ͠Ξηεϝϯτπʔϧ
    
    
    • ࣗݾ਍அೳྗʹ͍ͭͯձ࿩͠ଓ͚ΒΕΔ৔ॴ
    
    
    • ͨ͘͞Μͷ՝୊ղܾ
    

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61. ࣗݾ਍அೳྗʹ͍ͭͯձ࿩͠ଓ͚ΒΕΔ৔ॴ
    61
    • िʹ1౓ɺ1࣌ؒ࿩͚ͩ͢
    
    
    • 1೥ؒͰ52࣌ؒʢ࣮ࡍʹ͸ٳΈ͕͋ΔͷͰ΋ͬͱগͳ͍ʣ
    
    
    • ͍ͭͰ΋࿩୊Λ౤͛ࠐΊΔ৔ॴ͕͋Δ͜ͱʹΑΔར఺
    
    
    • ໰୊͸ݱΕଓ͚Δ͠ɺܗΛม͑ଓ͚Δ
    
    
    • ଟ༷ͳϝϯόʔͰղܾ͕Ͱ͖Δ
    
    
    • ͔ͩΒͦࣗ͜ݾ਍அೳྗ͕ॏཁͰ͋Γɺܧଓੑ͕େࣄ
    

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62. ͜ͷ׆ಈΛ௨ͯ͡զʑ͕ಘͨ΋ͷ
    62
    • ࢦඪ΍ΞηεϝϯτΛ࣮ӡ༻ʹܨ͛Δ஌ݟ
    
    
    • ࢦඪͷऔಘํ๏ͱޮՌޮೳ͕·ͱ·ͬͨද
    
    
    • զʑ͕࡞ͬͨɾධՁͨ͠Ξηεϝϯτπʔϧ
    
    
    • ࣗݾ਍அೳྗʹ͍ͭͯձ࿩͠ଓ͚ΒΕΔ৔ॴ
    
    
    • ͨ͘͞Μͷ՝୊ղܾ
    

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63. ͜ͷάϧʔϓΛى఺ʹͨ͘͞Μͷ՝୊ղܾ͕Ͱ͖ͨ
    63
    • ՝୊ղܾ͸ओͳ໨తͰ͸ͳ͔ͬͨͨΊɺ෭࣍తʹى͖ͨ
    
    
    • ՝୊Λ࣋ͪࠐΉͱʮͦΕ͙͢Ͱ͖ΔΑʯͱͳΔ
    
    
    • εϐϯΦϑతʹαϒϓϩδΣΫτ΋͍͔ͭ͘ੜ·Εͨ
    
    
    • ߏ੒ϝϯόʔͷଟ༷ੑͱٕज़ྗʹΑΓɺ୯ҰνʔϜ಺Ͱ͸ಘΒΕͳ͍ྑ͍
    ՝୊ͷൃݟͱղܾ͕Ͱ͖͍ͯΔ
    
    
    • ૊৫ͷঢ়گʹ׆ಈ͕Ϛονͨ͠
    
    
    • େن໛(80~)૊৫͔ͭɺCloud Native ʹΑΓ֤νʔϜ͕ࣗݾ׬݁తʹ։ൃΛਐΊΒΕ
    ΔΑ͏ʹͳͬͨ൓໘ɺνʔϜؒͷίϛϡχέʔγϣϯ΋࠷খԽ͞Ε͍ͯΔ͜ͱͰɺ՝
    ୊ൃݟ΍஌ݟͷڞ༗͕ͮ͠Β͘ͳ͍ͬͯͨ
    
    
    • ԣஅతɾଟ༷ͳϝϯόʔͰߏ੒͞Εͨάϧʔϓ͕ޮՌΛൃشͨ͠
    

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64. ࠷΋େ੾ͳ͜ͱ
    
    
    ܧଓੑͱଟ༷ੑ
    64
    

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65. ܧଓͰ͖͍ͯΔཧ༝: Ϛωδϝϯτͷ޻෉
    65
    • 2೥൒ɺԣஅɺશһ݉຿Ͱܧଓ͍ͯ͠Δͷ͸͍͢͝
    
    
    • ʮ๩͍͠ͷͰ…ʯͱͳΓ͕ͪ
    
    
    • Lead / Management ͷ෼཭(Ұൠ࿦)
    
    
    • νʔϜʹඞཁͳεΩϧΛௐୡͨ͠Γɺํ޲ੑΛܾΊΔ Management
    
    
    • ໨ඪʹ޲͔ͬͯνʔϜΛલʹਐΊΔ Lead
    
    
    • ͜ΕΛ1ਓ͕΍ΔͱർΕͯ͠·͏
    
    
    • Ϗδϣϯɾϛογϣϯͷࡦఆ(Ұൠ࿦)
    
    
    • νʔϜΛલʹਐΊΔͷʹ༗ޮ
    
    
    • ϝϯόʔͷ਺ɾଟ༷ੑҡ࣋ɾLeader ΞαΠϯ
    
    
    • ཭৬ɾ཭೚͸͜Ε·Ͱগͳ͔Βͣ͋ͬͨ
    
    
    • ͦͷࡍ΋ඞͣଟ༷ੑ͕୲อ͞ΕΔΑ͏ʹϝϯόʔͷΞαΠϯΛ৺͕͚ͨ
    

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66. ܧଓͰ͖͍ͯΔཧ༝: ૊৫ߏ੒
    66
    • ֤νʔϜ͔Βଟ༷ͳϝϯόʔ͕બ͹ΕͯɺνʔϜʹ࣋ͪؼΔ͜ͱͷྑ͞
    
    
    • ࢦඪ΍ΞηεϝϯτΛݕূͯ͠ɺ࣮ࡍʹվળʹ׆͔͢ɺͱ͍͏άϧʔϓͷ໨ඪʹϚονͨ͠
    
    
    • ͜ͷߏ଄͸ҎԼͷར఺͕͋Δ
    
    
    • ։ൃνʔϜͷ Ownership ΛߴΊΒΕɺࣗݾ׬݁νʔϜΛࢧ͑ΒΕΔ
    
    
    • DevOps νʔϜ vs ։ൃνʔϜͷΑ͏ʹରཱߏ଄ʹͳΒͳ͍ɾݖҖతʹͳΒͳ͍
    
    
    • ՝୊͕ू·Δ৔ॴʹͳΔ
    
    
    • ந৅తɾ൚༻తͳιϦϡʔγϣϯΛੜΈग़͠΍͘͢ͳΔ
    
    
    • ͜Ε͸ҰछͷσβΠϯύλʔϯʢ໊લΛ͚͍ͭͨ…ʣ
    
    
    • ֤νʔϜ͔Β݉຿Ͱू߹ͯٞ͠࿦ˍνʔϜʹ࣋ͪؼ࣮ͬͯફΛϑΝγϦςʔγϣϯ
    
    
    • QA จ຺Ͱ΋ಉ༷ͷ੒ޭମݧΛಘΒΕͨͷͰ࠶ݱੑ͕͋Δ Ref: ʰελσΟαϓϦ தֶߨ࠲ʱʹ͓͚Δ E2E Test ͷӡ༻ͱܭଌʹΑΔվળ
    

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67. ֤νʔϜ͔Β݉຿Ͱू߹ͯٞ͠࿦ˍνʔϜʹ࣋ͪؼ࣮ͬͯફΛϑΝγϦςʔγϣϯύλʔϯ
    67
    ελσΟαϓϦখதߴϓϩμΫτ։ൃ෦
    Stream Aligned Teams
    BtoB BtoC
    ԣஅܥ
    5FBN 5FBN 5FBN 5FBN
    43&
    ج൫։ൃ 2"
    5FBN 5FBN 5FBN 5FBN
    ԣஅ 'SPOUFOE
    %FW0QT
    ٕज़ઓུ 1. ू߹ͯٞ͠࿦
    2. ࣋ͪؼ࣮ͬͯફ
    

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68. ܧଓͰ͖͍ͯΔཧ༝: ૊৫จԽ
    68
    • ձࣾ౷߹લ(Quipper࣌୅)͔Β͋ΔόϦϡʔͱϚονͨ͠
    
    
    • Fact-Based
    
    
    • Ownership
    
    
    ref: ձࣾ঺հࢿྉ
    
    
    • Fact-Based ʹٞ࿦͢ΔͨΊʹࢦඪΛ୳ڀ͢Δ
    
    
    • Cloud Native ʹΑͬͯ։ൃऀ͕ Ownership Λ࣋ͬͯϑϧα
    ΠΫϧͰ໘౗ΛݟΔ
    

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69. Outline
    • ʰελσΟαϓϦʱʹ͓͚Δ Cloud Native
    
    
    • ʮٕज़ઓུʯͱʮٕज़ઓུάϧʔϓʯʹ͍ͭͯ
    
    
    • ࣗݾ਍அೳྗͱ͸Կ͔ / ͳͥࣗݾ਍அೳྗ͕ॏཁͳͷ͔
    
    
    • ͜Ε·ͰͷऔΓ૊Έ
    
    
    • ߟ࡯
    
    
    • ·ͱΊ
    69
    

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70. ·ͱΊ
    
    
    Cloud Native ͳϓϩμΫτ։ൃ૊৫Ͱ
    
    
    ٕज़ઓུάϧʔϓΛ্ཱͪ͛ͯ
    
    
    ࣗݾ਍அೳྗͷൃ۷Λ໨ࢦͨ݁͠Ռ
    
    
    ʮܧଓੑͱଟ༷ੑʯʹΑͬͯ͏·͘ߦͬͨ
    70
    

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71. ·ͱΊ
    71
    • ࣗݾ਍அೳྗͷπʔϧͰ͋Δࢦඪ΍Ξηεϝϯτ͸ͦΕࣗମΛݕ
    ূɺධՁ͠ɺࣗ૊৫ʹϑΟοτ͢Δ͔Λ֬ೝ͢Δඞཁ͕͋Δ
    
    
    • ࣗݾ਍அ͸ܧଓੑ͕࠷΋ॏཁͰ͋ΓɺͦͷͨΊʹ਍அࣗମΛܰ
    ͘͢Δ͜ͱ΍ɺ਍அΛਪ͠ਐΊΔϫʔΩϯάάϧʔϓࣗମ͕ܧଓ
    ͍ͯ͠Δ͜ͱ͕ॏཁͰ͋Δ
    
    
    • ࣗݾ਍அೳྗͷ࣮૷Λ୲͏ԣஅάϧʔϓΛଟ༷ͳϩʔϧɾνʔϜ
    ͔Βߏ੒͢Δ͜ͱʹΑΓɺଟ༷ͳϢʔεέʔε͕ू·Δ͜ͱʹͳ
    Γɺ՝୊ൃݟͱվળαΠΫϧ͕Ճ଎͞ΕΔ
    
    
    • ݁Ռɺ෭࣍తʹ࣮ࡍͷ՝୊ղܾ΋ଅਐ͞Εͨ
    

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72. ࠷΋େ੾ͳ͜ͱ
    
    
    ܧଓੑͱଟ༷ੑ
    72
    

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73. ঺հ࣮ͨ͠ྫ΍Ϛωδϝϯτͷ޻෉͔Β
    
    
    ώϯτΛಘͯ΋Β͑Δͱخ͍͠Ͱ͢
    73
    

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74. Thank you!
    74
    chaspy chaspy_
    Engineering Manager
    
    Site Reliability and Web Application Development
    
    at Recruit Co., Ltd.
    
    ෱Ԭָ͠ΜͰ͍ͬͯͶ😄 ࠙਌ձͰ࿩͠·͠ΐ͏ʂ👋
    Takeshi Kondo
    https://chaspy.me
    

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