Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
DevinはクラウドエンジニアAIになれるのか!? 実践的なガードレール設計/devi...
Search
tomoki10
March 26, 2025
Technology
3
2.8k
DevinはクラウドエンジニアAIになれるのか!? 実践的なガードレール設計/devin-can-become-a-cloud-engineer-ai-practical-guardrail-design
AI駆動開発勉強会 臨時回【Devin Meetup Japan #1】での登壇資料です。
https://aid.connpass.com/event/347052/
tomoki10
March 26, 2025
Tweet
Share
More Decks by tomoki10
See All by tomoki10
CDK Vibe Coding Fes
tomoki10
1
730
cdk initで生成されるあのファイル達は何なのか/cdk-init-generated-files
tomoki10
1
840
Devin(Deep) Wiki/Searchの活用で変わる開発の世界観/devin-wiki-search-impact
tomoki10
0
1.8k
AI駆動で進化する開発プロセス ~クラスメソッドでの実践と成功事例~ / aidd-in-classmethod
tomoki10
1
3.3k
AWS CDKの歴史と未来について語る会〜日本発のグローバルコントリビューション〜/jaws-days-2025-cdk-panel-discussion
tomoki10
0
130
いまから始めるAWS CDK 〜モダンなインフラ構築入門〜/iac-night-cdk-introduction
tomoki10
9
2.7k
DevinでAI AWSエンジニア製造計画 序章 〜CDKを添えて〜/devin-load-to-aws-engineer
tomoki10
0
680
CDKのコードレビューを楽にするパッケージcdk-mentorを作ってみた/cdk-mentor
tomoki10
0
490
今年のアップデートで振り返るCDKセキュリティのシフトレフト/2024-cdk-security-shift-left
tomoki10
0
570
Other Decks in Technology
See All in Technology
LLMでAI-OCR、実際どうなの? / llm_ai_ocr_layerx_bet_ai_day_lt
sbrf248
0
410
From Live Coding to Vibe Coding with Firebase Studio
firebasethailand
1
410
AI人生苦節10年で会得したAIがやること_人間がやること.pdf
shibuiwilliam
1
260
Tableau API連携の罠!?脱スプシを夢見たはずが、逆に依存を深めた話
cuebic9bic
2
190
Vision Language Modelと自動運転AIの最前線_20250730
yuyamaguchi
3
1k
猫でもわかるQ_CLI(CDK開発編)+ちょっとだけKiro
kentapapa
0
2.6k
AWS re:Inforce 2025 re:Cap Update Pickup & AWS Control Tower の運用における考慮ポイント
htan
1
160
Bet "Bet AI" - Accelerating Our AI Journey #BetAIDay
layerx
PRO
4
1.3k
Claude Codeから我々が学ぶべきこと
s4yuba
1
210
robocopy の怖い話/scary-story-about-robocopy
emiki
0
440
ecspressoの設計思想に至る道 / sekkeinight2025
fujiwara3
12
2.3k
帳票構造化タスクにおけるLLMファインチューニングの性能評価
yosukeyoshida
1
220
Featured
See All Featured
The Pragmatic Product Professional
lauravandoore
36
6.8k
The Art of Programming - Codeland 2020
erikaheidi
54
13k
Optimizing for Happiness
mojombo
379
70k
Bash Introduction
62gerente
613
210k
A designer walks into a library…
pauljervisheath
207
24k
Documentation Writing (for coders)
carmenintech
73
4.9k
Exploring the Power of Turbo Streams & Action Cable | RailsConf2023
kevinliebholz
34
5.9k
Art, The Web, and Tiny UX
lynnandtonic
301
21k
The Illustrated Children's Guide to Kubernetes
chrisshort
48
50k
StorybookのUI Testing Handbookを読んだ
zakiyama
30
6k
Speed Design
sergeychernyshev
32
1k
VelocityConf: Rendering Performance Case Studies
addyosmani
332
24k
Transcript
2025/03/26 ϏδωεςΫϊϩδʔ෦ ࠤ౻ஐथ DevinΫϥυΤϯδχΞAIʹͳΕΔͷ͔!? ࣮ફతͳΨʔυϨʔϧઃܭ
2 ࣗݾհ • 2020 Ϋϥεϝιουגࣜձࣾ ೖࣾ • 2022 AWS Community
Builder(DevTools) ೝఆ • 2023 Japan AWS Top Engineer ೝఆ • 2024 Japan AWS Top Engineer ೝఆ • 2024 Japan AWS All Certifications Engineers ೝఆ • ෦ॺ ◦ ϏδωεςΫϊϩδʔ෦ • ໊લʢχοΫωʔϜʣ ◦ ࠤ౻ஐथ ʢtmk2154/tomoki10ʣ
ݽಠʹDevinهࣄΛॻ͖ଓ͚͍ͯΔਓʢ࠷ۙଞͷࣾһ૿͑ͨʂʣ ࣗݾհ 3 https://dev.classmethod.jp/tags/devin/
࣍ 4 • DevinͱԿ͔ɺͳͥDevinΛ͏ͷ͔ • Devinͷߏཁૉͷղઆ • ΫϥυΤϯδχΞAIͷՄೳੑ • ΫϥυڥΛAIʹར༻ͤ͞Δࡍͷ՝
• ࣮ફతͳΨʔυϨʔϧઃܭ
తʹݴ͏ͱੜAIٕज़ΛԠ༻ͨࣗ͠ܕAIιϑτΣΞΤϯδχΞ SlackͳͲ͔ΒࣗવݴޠͰࢦࣔ͢Δ͚ͩͰɺίʔυͷ࣮ܭըɺ࣮ σόοάɺςετɺϒϥβૢ࡞ͳͲΛࣗಈతʹߦͳͬͯ͘ΕΔ DevinͱԿ͔ʁ 5
ͳͥDevinΛ͏ͷ͔ 6 VSCode ͍··ͰɿAIΤʔδΣϯτͱڠௐ͠γϯάϧλεΫͰ࡞ۀΛ࣮ߦ AλεΫ BλεΫ CλεΫ ਓؒ with AI
͜Ε͔ΒɿෳͷAIΤʔδΣϯτͱڠௐ͠ϚϧνλεΫͰ࡞ۀΛ࣮ߦ VSCode VSCode VSCode AλεΫ BλεΫ CλεΫ DλεΫ EλεΫ ਓؒ ਓؒ ਓؒ with AI ਓؒ with AI ਓؒ ਓؒ with AI ਓؒ with AI ਓؒ with AI ਓؒ ࢦࣔ AI AI ։ൃͷελΠϧ͕มΘͬͯ͘Δʂ
Devinͷߏཁૉͷղઆ
Devinͷߏͷެࣜਤ 8 https://docs.devin.ai/enterprise/deployment/overview
DevinͷΈʢTeam Planʣ 9 Devin Brain VSCode KVM Frontend Devin UI
User Backend Browser Slack & Slack App GitHub & GitHub App Internet Slack͔Devin UIͰࢦࣔ͢ΔͱSession͕࡞͞ΕKVM্ཱ͕͕ͪΔ KVM͔ΒGitHubͳͲSaaSΠϯλʔωοτɺVPNܦ༝※ͰࣾVPCͳͲଓՄೳ VPC VPN ※https://docs.devin.ai/onboard-devin/vpn
ॳճͷࢦࣔͰSession͕࡞͞ΕɺͦͷKVM͕ฒྻͰ্ཱ͕ͪΔ Sessionಉ࢜ใͷڞ༗͕Ͱ͖ͳ͍ DevinͷSessionͷΠϝʔδ 10 Frontend Devin UI User Devin Brain
KVM Backend Slack & Slack App Devin Brain KVM Devin Brain KVM
KVM୯ҐͰ͞Ε͍ͯΔ͕NWͷΠϯόϯυ/Ξτόϯυͷ ੍ޚ͕Ͱ͖ͳ͍ͷͰࣾنఆʹΑͬͯҙ͕ඞཁ DevinͷSessionͷΠϝʔδʢTeam Planʣ 11 Frontend Devin UI User Backend
Slack & Slack App Devin Brain KVM Internet
DevinͷEnterprise PlanͷΠϝʔδ 12 https://docs.devin.ai/enterprise/deployment/overview EnterpriseͳΒࣗࣾͷAWSͷVPC/AzureͷVNET্ʹҰ෦ϗεςΟϯάՄೳ VNET VPC
ΫϥυΤϯδχΞAIͷՄೳੑ
ΫϥυΤϯδχΞͷఆٛ 14 ຊࢿྉͰΫϥυΤϯδχΞΛҎԼͱఆٛͱ͠·͢ • ΫϥυαʔϏεϓϩόΠμʔͷαʔϏεΛར༻͠ɺΫϥυ্ͰΠϯϑ ϥΞϓϦͷઃܭͱߏஙͰ͖Δ • Infrastructure as Code(IaC)πʔϧΛ׆༻͠ɺΠϯϑϥͷσϓϩΠςετ
αΠΫϧΛࣗಈԽ/ޮԽͰ͖Δ • ߏங͢ΔڥͷηΩϡϦςΟରԠ/ίετ࠷దԽ/ύϑΥʔϚϯεཧ/τϥ ϒϧγϡʔςΟϯάͳͲͷ࣮ߦͰ͖Δ
ΫϥυΤϯδχΞͷఆٛ 15 ຊࢿྉͰΫϥυΤϯδχΞΛҎԼͱఆٛͱ͠·͢ • ΫϥυαʔϏεϓϩόΠμʔͷαʔϏεΛར༻͠ɺΫϥυ্ͰΠϯϑ ϥΞϓϦͷઃܭͱߏஙͰ͖Δ • Infrastructure as Code(IaC)πʔϧΛ׆༻͠ɺΠϯϑϥͷσϓϩΠςετ
αΠΫϧΛࣗಈԽ/ޮԽͰ͖Δ • ߏங͢ΔڥͷηΩϡϦςΟରԠ/ίετ࠷దԽ/ύϑΥʔϚϯεཧ/τϥ ϒϧγϡʔςΟϯάͳͲͷ࣮ߦͰ͖Δ
ΫϥυΤϯδχΞAIͷՄೳੑ 16 Devin Brain VSCode KVM Backend Browser GitHub &
GitHub App ਓؒͱDevin͕Ϋϥυͷૢ࡞͢Δࡍͷڞ௨ݴޠΛIaCͱ͢Δ DevinʹIaCͰΫϥυૢ࡞Λґཔ͠PRΛਓ͕ؒϨϏϡʔ͢ΕՄೳ!? AWS CDK AccessKey SecretKey Devin Secrets Devin UI Slack & Slack App
ΫϥυΤϯδχΞAIͷՄೳੑ̎ 17 Devin Brain VSCode KVM Backend GitHub & GitHub
App ͞Βʹൃలͯ͠Devinࣗମ͕CI/IntegTestͳͲΛ࣮ߦͰ͖Ε෦/֎෦ͷ ϑΟʔυόοΫαΠΫϧΛࣗΒճͯ͠ख์͠Ͱ࡞ۀґཔՄೳ!? PRͰCI࣮ߦ ਖ਼ৗ&Τϥʔ Linter ࣮ ϑΟʔυόοΫ Type System Compiler Unit Test Coverage IntegTest ࣮ߦ ਖ਼ৗ&Τϥʔ AccessKey SecretKey Devin Secrets
DevinͷϕετϓϥΫςΟεΑΓൈਮʢຊޠ༁ʣ 18 🔍؆୯ʹݕূͰ͖ΔλεΫʹूத͠·͠ΐ͏ ཧతʹɺCI͕௨ա͢Δ͜ͱΛ֬ೝͨ͠ΓɺࣗಈσϓϩΠΛςετͨ͠Γ͢Δ͘Β͍؆୯ͳ ͷ͕ྑ͍Ͱ͠ΐ͏ɻλεΫ͕దʹྃͨ͠Α͏ʹݟ͑Δ͕࣮ࡍผͷ͜ͱ͕ى͖͍ͯΔΑ ͏ͳɺᐆດͳλεΫආ͚͍ͯͩ͘͞ 🌱খ࢝͘͞Ί·͠ΐ͏ ࢝ΊΔʹ͋ͨͬͯɺDevinͷ࠷దͳ༻ྫΛݟ͚ͭΔͨΊʹɺଟ͘ͷখ͞ͳ࣮ߦΛ։࢝ͯͩ͘͠ ͍͞ɻҰͷ࣮ߦʹଟ͘ͷʢ10Ҏ্ͷʣACUΛඅ͞ͳ͍Α͏ʹ͠·͠ΐ͏ɻDevinͷύϑΥʔ Ϛϯε͍ηογϣϯͰԼ͠·͢
https://docs.devin.ai/essential-guidelines/when-to-use-devin
λεΫΛۃখʹϒϨʔΫμϯ͍ͯ͘͠ 19 Infrastructure as Code(IaC)πʔϧΛ׆༻͠ɺΠϯϑϥͷσϓϩΠςετ αΠΫϧΛࣗಈԽ/ޮԽͰ͖Δ IaCͰΠϯϑϥߏங͕Ͱ͖Δ IaCͰߏங͢ΔΠϯϑϥͷηΩϡϦςΟରࡦ͕Ͱ͖Δ IaCʹηΩϡϦςΟπʔϧΛಋೖͰ͖Δ IaCͷηΩϡϦςΟπʔϧͷग़ྗͨ݁͠ՌʹશͯʹରԠͰ͖Δ
ग़ྗͨ݁͠Ռͷ1ͭΛվળ͢ΔͨΊͷPR͕ग़ͤΔ
IaCͷηΩϡϦςΟπʔϧͰग़ͨ݁ՌͷվળλεΫ 20 CDKͷηΩϡϦςΟπʔϧͰ͋Δcdk-nagͷಋೖͱରԠΛґཔ φϨοδͳ͠Ͱࢦࣔ௨Γίʔυʢ5ߦఔʣΛ࡞
ΫϥυڥΛAIʹར༻ͤ͞Δࡍͷ՝
ݒ೦ʢηΩϡϦςΟ໘ʣ 22 Devin Brain VSCode KVM Frontend Devin UI User
Backend Browser Slack & Slack App NWͷΞτόϯυ੍͕ݶ͞Ε͍ͯͳ͍ͷͰɺొͨ͠γʔΫϨοτΛ Devin͕ޡͬͯΠϯλʔωοτ্ʹެ։ͯ͠͠·͏ݒ೦ AccessKey SecretKey Internet AccessKey SecretKey Devin Secrets
ݒ೦ͷݩ 23 Devin͕One-Time Password(OTP)ͷೝূΛಥഁ͢ΔͨΊʹࣗൃతʹOTP ੜαΠτʹ͍͔ͭ͘ͷΛૹ৴ʢSecretsʹొ͞Εͨใͷૹ৴ͳ͠ʣ https://totp.danhersam.com/ ҙ Cognitionࣾͷ͍߹ΘͤͰ֎෦WebαΠτ Secretsͷσʔλసૹ͕ͳ͍͜ͱ֬ೝ ࣮ࡍͷฦɿ
Those secrets are securely stored in your Devin org and you have complete control over them. They cannot be sent to any website.
DevinͷEnterprise PlanͷΠϝʔδʢ࠶ܝʣ 24 https://docs.devin.ai/enterprise/deployment/overview EnterpriseͳΒࣗࣾͷAWSͷVPC/AzureͷVNET্ʹҰ෦ϗεςΟϯάՄೳ VNET VPC
࣮ફతͳΨʔυϨʔϧઃܭ
ΤϯδχΞAIͷΨʔυϨʔϧϨϕϧ 26 WebΞΫηεڐՄϨϕϧ • Level1ɿΞΫηεෆՄ • Level2ɿಛఆαΠτͷΈಡΈऔΓ • Level3ɿಛఆαΠτͷΈಡΈऔΓ/ॻ͖ࠐΈ •
Level4ɿແ੍ݶΞΫηε ϑΝΠϧΞΫηεڐՄϨϕϧ • Level1ɿίϯςφ෦ͷΈ • Level2ɿಛఆͷϑΝΠϧಡΈऔΓ • Level3ɿಛఆͷϑΝΠϧಡΈऔΓ/ॻ͖ࠐΈ • Level4ɿແ੍ݶΞΫηε ΤϯδχΞAI͕ͭڐՄͷൣғΛཧղ͠ΨʔυϨʔϧͷઃఆ͢Δ͜ͱ͕ॏཁ
ΤϯδχΞAIͷΨʔυϨʔϧϨϕϧ 27 WebΞΫηεڐՄϨϕϧ • Level1ɿΞΫηεෆՄ • Level2ɿಛఆαΠτͷΈಡΈऔΓ • Level3ɿಛఆαΠτͷΈಡΈऔΓ/ॻ͖ࠐΈ •
Level4ɿແ੍ݶΞΫηε ϑΝΠϧΞΫηεڐՄϨϕϧ • Level1ɿίϯςφ෦ͷΈ • Level2ɿಛఆͷϑΝΠϧಡΈऔΓ • Level3ɿಛఆͷϑΝΠϧಡΈऔΓ/ॻ͖ࠐΈ • Level4ɿແ੍ݶΞΫηε ΤϯδχΞAI͕ͭڐՄͷൣғΛཧղ͠ΨʔυϨʔϧͷઃఆ͢Δ͜ͱ͕ॏཁ Devin(Team Plan)WebΞΫηε͕ແ੍ݶͳͷͰ೦ͷҝผͷ੍ݶΛೖΕΔ
ΫϥυΤϯδχΞAIͷΨʔυϨʔϧϨϕϧ 28 IAMͷαʔϏε୯ҐͰͷڐՄϨϕϧ • Level1ɿΫϥυΞΫηεෆՄ • Level2ɿಛఆͷAWSαʔϏεͷΈΞΫηεΛڐՄʢϗϫΠτϦετʣ • Level3ɿAdminݖݶ༩ɺಛఆͷAWSαʔϏεͷΈΞΫηεΛෆڐՄʢϒϥοΫϦετʣ •
Level4ɿAdminݖݶ༩ Ϋϥυ্ͷػೳʹରͯ͠༩͑Δݖݶߟ͑Δ
ΫϥυΤϯδχΞAIͷΨʔυϨʔϧϨϕϧ 29 IAMͷαʔϏε୯ҐͰͷڐՄϨϕϧ • Level1ɿΫϥυΞΫηεෆՄ • Level2ɿಛఆͷAWSαʔϏεͷΈΞΫηεΛڐՄʢϗϫΠτϦετʣ • Level3ɿAdminݖݶ༩ɺಛఆͷAWSαʔϏεͷΈΞΫηεΛෆڐՄʢϒϥοΫϦετʣ •
Level4ɿAdminݖݶ༩ Ϋϥυ্ͷػೳʹରͯ͠༩͑Δݖݶߟ͑Δ ΤϯδχΞAIʹͰ͖Δ͚ͩݖݶΛ༩͑ͯࣗ͘͢͢͠Δ
DevinͷSecretsʹΞΫηεΩʔ/γʔΫϨοτΩʔ/MFAγʔυΛొ ಡΈऔΓૢ࡞ɿReadOnlyRoleʹεΠονͯ͠ϦιʔεΛ֬ೝ ॻ͖ࠐΈૢ࡞ɿCDKΛ͍CDK༻ͷϩʔϧʹεΠον࣮ͯ͠ߦ Devinʹೝূ/ೝՄใΛ༩੍͑ͭͭݶ 30 https://dev.classmethod.jp/articles/prologue-to-make-devin-an-aws-engineer/
Devin͕৽ػೳΛࣗൃతʹ։ൃ͢Δʹ·ͩΓͳ͍ҹ KnowledgePlaybookͷ࡞ΓࠐΈͰ͖͍ͯͳ͍ͷͰݕূத ݱঢ় 31 https://dev.classmethod.jp/tags/devin/
ʮࠓ͍ͬͯΔAIɺࠓޙ༻͢ΔͲ ͷAIΑΓྼѱͩʯͱԾఆ͢Δ (p.104) ʮ͜Ε͔ΒͷAIɺਖ਼͍͖͠߹͍ํͱ͍ํʯΑΓ 32 https://www.amazon.co.jp/dp/4041155274 ԾఆΛஔ͘͜ͱͰະདྷΛߟ͑Δ • ͠ηΩϡϦςΟϦεΫ͕վળ͞ΕΕʁ •
͠ίʔσΟϯάͷਫ਼͕վળ͞ΕΕʁ • ͠ίϯςΩετ͕࣋ଓͨ͠Βʁ
None