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
セキュリティインシデントを乗り越えるために行ったマルチアカウントでの取り組みについて / ...
Search
kenryooo
February 09, 2021
Technology
6
5.6k
セキュリティインシデントを乗り越えるために行ったマルチアカウントでの取り組みについて / AWS multi-account approach in Classi
2021/02/09開催「第二回 AWSマルチアカウント事例祭り」での発表資料です。
kenryooo
February 09, 2021
Tweet
Share
Other Decks in Technology
See All in Technology
Snowflake Intelligenceにはこうやって立ち向かう！クラシルが考えるAI Readyなデータ基盤と活用のためのDataOps
gappy50
0
280
「どこから読む？」コードとカルチャーに最速で馴染むための実践ガイド
zozotech
PRO
0
570
なぜテストマネージャの視点が 必要なのか？ 〜 一歩先へ進むために 〜
moritamasami
0
240
複数サービスを支える マルチテナント型 Batch MLプラットフォーム
lycorptech_jp
PRO
1
970
Autonomous Database - Dedicated 技術詳細 / adb-d_technical_detail_jp
oracle4engineer
PRO
4
10k
Rustから学ぶ 非同期処理の仕組み
skanehira
1
150
AIがコード書きすぎ問題にはAIで立ち向かえ
jyoshise
1
280
Evolución del razonamiento matemático de GPT-4.1 a GPT-5 - Data Aventura Summit 2025 & VSCode DevDays
lauchacarro
0
210
Modern Linux
oracle4engineer
PRO
0
160
AI時代を生き抜くエンジニアキャリアの築き方 (AI-Native 時代、エンジニアという道は 「最大の挑戦の場」となる) / Building an Engineering Career to Thrive in the Age of AI (In the AI-Native Era, the Path of Engineering Becomes the Ultimate Arena of Challenge)
jeongjaesoon
0
260
使いやすいプラットフォームの作り方 ー LINEヤフーのKubernetes基盤に学ぶ理論と実践
lycorptech_jp
PRO
1
160
Oracle Base Database Service 技術詳細
oracle4engineer
PRO
10
75k
Featured
See All Featured
A better future with KSS
kneath
239
17k
Building a Scalable Design System with Sketch
lauravandoore
462
33k
Music & Morning Musume
bryan
46
6.8k
Fireside Chat
paigeccino
39
3.6k
Embracing the Ebb and Flow
colly
87
4.8k
Code Review Best Practice
trishagee
71
19k
Product Roadmaps are Hard
iamctodd
PRO
54
11k
4 Signs Your Business is Dying
shpigford
184
22k
Building Adaptive Systems
keathley
43
2.7k
Practical Orchestrator
shlominoach
190
11k
Build The Right Thing And Hit Your Dates
maggiecrowley
37
2.9k
Distributed Sagas: A Protocol for Coordinating Microservices
caitiem20
333
22k
Transcript
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE ୈೋճ"84ϚϧνΞΧϯτࣄྫࡇΓ ηΩϡϦςΟΠϯγσϯτΛΓӽ͑ΔͨΊʹߦͬͨ ϚϧνΞΧϯτͰͷऔΓΈʹ͍ͭͯ $MBTTJ$PSQ,FOSZP0NJOBNJ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE $ whoami • ,FOSZP0NJOBNJ !LFOSZPPP • ۙ͘Β͍#$αʔϏεΛத৺ʹ%#"ɺαʔό αΠυΤϯδχΞɺ43&Λܦݧɻ
• $MBTTJʹ43&ͱͯ͠δϣΠϯɻ • ͜͜ΠϯϑϥηΩϡϦςΟྖҬΛத৺ʹۀΛ ߦ͍ͬͯΔɻ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE About Classi ʮ$MBTTJʯڭҭݱΛࢧԉ͢Δ ΫϥυαʔϏε • શࠃͷߴߍͷˋ͕ಋೖ • ߴߍੜͷਓʹਓ͕ར༻ •
ར༻ऀສਓ • ઌੜɺੜెɺอޢऀ͕ܨ͕Δ ֶशࢧԉϓϥοτϑΥʔϜ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE ͞ͳ͍͜ͱ • ݄ɺ݄ͷߴෛՙʹΑΔΞΫηεোঢ়ଶʹؔ͢ΔऔΓΈʹ͍ͭͯ • ͪ͜Βʹ͍ͭͯԼهΛ͝ཡ͍ͩ͘͞ • $MBTTJ։ൃऀϒϩά IUUQTUFDIDMBTTJKQ
• %FWFMPQFST4VNNJU
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE [PR] Developers Summit 2021 IUUQTFWFOUTIPFJTIBKQEFWTVNJTFTTJPO
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE Agenda • ηΩϡϦςΟΠϯγσϯτ • ઓུͱධՁ • "84ΞΧϯτཧ • *%ͱΞΫηεཧ
• ΨʔυϨʔϧ • ࠓޙ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE Agenda • ηΩϡϦςΟΠϯγσϯτ • ઓུͱධՁ • "84ΞΧϯτཧ • *%ͱΞΫηεཧ
• ΨʔυϨʔϧ • ࠓޙ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE ηΩϡϦςΟΠϯγσϯτʹ͍ͭͯ 4VO 4BU ֎෦ͷ߈ܸऀ͔Βෆਖ਼ΞΫηεΛड͚αʔϏεఀࢭ αʔϏε࣌ؒޙʹ෮چͰ͖ͨͷͷϢʔβʔใྲྀग़ͷՄೳੑΛ֬ೝ ͯ͢ͷϢʔβʔͷύεϫʔυมߋ͕ྃ
֎෦αΠτʹͯɺྲྀग़ͨ͠ݸਓใͷ࿙ӮΛ֬ೝ ΠϯϑϥɺΞϓϦέʔγϣϯͱʹൈຊతͳηΩϡϦςΟͷݟ͠Λ࣮ࢪ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE Agenda • ηΩϡϦςΟΠϯγσϯτ • ઓུͱධՁ • "84ΞΧϯτཧ • *%ͱΞΫηεཧ
• ΨʔυϨʔϧ • ࠓޙ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE ઓུͱධՁ • શମͷઓུ • "848FMM"SDIJUFDUFE'SBNFXPSL4FDVSJUZ1JMMBS • "84ΞΧϯτཧͷઓུ • #FTU1SBDUJDFTGPS0SHBOJ[BUJPOBM6OJUTXJUI"840SHBOJ[BUJPOT
• ηΩϡϦςΟධՁ • "84ϓϩϑΣογϣφϧαʔϏεͷηΩϡϦςΟධՁ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE Agenda • ηΩϡϦςΟΠϯγσϯτ • ઓུͱධՁ • "84ΞΧϯτཧ • *%ͱΞΫηεཧ
• ΨʔυϨʔϧ • ࠓޙ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE Classi Organizations -Before- 0SHBOJ[BUJPOT 3PPU 1SPEVDUJPOΞΧϯτ ཧΞΧϯτ "[VSF"% #BTUJPOΞΧϯτ
։ൃ༻ΞΧϯτ ࿈ܞαʔϏε༻ 1SPEVDUJPOΞΧϯτ 4XJUDI3PMF -PH*O
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE • 064$1Λར༻͍ͯ͠ͳ͍ • 1SPEVDUJPOΞΧϯτ͕0SHBOJ[BUJPOͷཧΞΧϯτͱͯ͠ઃఆ • ࠷ݫີʹཧ͍ͨͣ͠ͷΞΧϯτ͕ཧͰ͖ͳ͍ • #BTUJPOΞΧϯτɺ։ൃऀ͕4BOECPYڥͱͯ͠ར༻
• 1SPEVDUJPOΞΧϯτϩάΠϯ͢ΔݩͷΞΧϯτ͕ηΩϡΞͰͳ͍
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE ͬͨ͜ͱ • ཧΞΧϯτͷΓସ͑ • ཧΞΧϯτΛ৽ن࡞ • طଘΞΧϯτچ৫Λɺ՝ۚपΓͷઃఆΛՃ͠৽৫Ҡಈ େมʜ
• 0SHBOJ[BUJPOTಋೖ࣌৽نʹཧΞΧϯτΛ࡞Γ·͠ΐ͏ʂ • 06ઃܭͱஔ • ʮ#FTU1SBDUJDFTGPS0SHBOJ[BUJPOBM6OJUTXJUI"840SHBOJ[BUJPOTʯ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE Classi Organizations -After- 0SHBOJ[BUJPOT 'PVOEBUJPOBM@06 8PSLMPBET@06 1SPE@06 4%-$@06 *OGSB@06
.BJOUFOBODF@06 4VTQFOEFE@06 3PPU ϚελʔΞΧϯτ ܭըϝϯςφϯε༻ ഇغ༧ఆ 1PMJDZ4UBHJOH@06 ηΩϡϦςΟ ϙϦγʔมߋ༻ ֤छϩά 1SPEVDUJPO 4UBHJOH 4BOECPY #FTU1SBDUJDFTGPS0SHBOJ[BUJPOBM6OJUTXJUI"840SHBOJ[BUJPOT IUUQTBXTBNB[PODPNKQCMPHTNUCFTUQSBDUJDFTGPSPSHBOJ[BUJPOBMVOJUTXJUIBXTPSHBOJ[BUJPOT
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE Organiztional Units 06 ༻్ 'PVOEBUJPOBM@06 1SPE4%-$ͷϫʔΫϩʔυͱڞ௨ج൫Λแ͢Δ06 8PSLMPBET@06 1SPE4%-$ͷϫʔΫϩʔυΛแ͢Δ06 1SPE@06
ຊ൪ΞΧϯτͷΈΛแ͢Δ06 4%-$@06 4UBHJOH%FWɺ4BOECPYͳͲΛแ͢Δ06 *OGSB@06 ڞ௨ج൫ ϩάूΞΧϯτηΩϡϦςΟࠪΞΧϯτ Λแ͢Δ06 1PMJDZ4UBHJOH@06 ৫ߏͷมߋ4$1ͷมߋͳͲͷݕূͰར༻͢Δ06 .BJOUFOBODF@06 ࠪܥػೳͷϝϯςφϯεͳͲɺҰ࣌తʹ4$1Λҳ͢Δ࡞ۀΛߦ͏߹ʹར༻͢Δ06 4VTQFOEFE@06 ഇغ༧ఆͷ"84ΞΧϯτΛแ͢Δ06
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE Agenda • ηΩϡϦςΟΠϯγσϯτ • ઓུͱධՁ • "84ΞΧϯτཧ • *%ͱΞΫηεཧ
• ΨʔυϨʔϧ • ࠓޙ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE IDͱΞΫηεཧ -Before- 0SHBOJ[BUJPOT 3PPU 1SPEVDUJPOΞΧϯτ ཧΞΧϯτ "[VSF"% #BTUJPOΞΧϯτ ։ൃ༻ΞΧϯτ
࿈ܞαʔϏε༻ 1SPEVDUJPOΞΧϯτ 4XJUDI3PMF -PH*O Ϛωδϝϯτίϯιʔϧར༻ ֤"84ΞΧϯτͰݸผʹΞΫηεΩʔΛൃߦ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE IDͱΞΫηεཧ -Before- • ։ൃऀ͚ʹҎԼͷ௨ΓͰΞΫηεํ๏Λఏڙ • ϚωδϝϯτίϯιʔϧͰͷར༻ • ϩάΠϯํ๏(4VJUFͱ4".-࿈ܞ •
#BTUJPOΞΧϯτΛܦͯɺ࡞ۀ͍ͨ͠ΞΧϯτʹ4XJUDI3PMF͢Δ • ϓϩάϥϜΞΫηεͰͷར༻ • ֤"84ΞΧϯτͰݸผʹΞΫηεΩʔΛൃߦ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE • 3PMFͱΞΫηεΩʔͷཧ • ผʑʹཧΛߦ͏ඞཁ͕͋Γࡶ • ΞΫηεΩʔཧ • ӬଓతͳΞΫηεΩʔͷཧ͕ར༻ऀͤ
• 4XJUDI3PMFͷηΩϡϦςΟ • աڈɺεΠονઌ3PMFͷ1SJODJQBMઃఆϛεʹΑΓఆͯ͠ͳ͍ݖݶͰೖΓ์ʹ ͳ͍ͬͯͨ͜ͱ͕͋ͬͨ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE ͬͨ͜ͱ • ϩʔΧϧϚγϯͷରࡦ • BXTMBCTHJUTFDSFUTಋೖ • ΞΫηεΩʔͳͲͷػີใͷ(JUϦϙδτϦͷίϛοτΛ͙
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE ͬͨ͜ͱ • "84ଆͷରࡦ • "84440ͷҠߦ • ݄ʹ5PLZP3FHJPOͰϩʔϯνͨ͠λΠϛϯάͰҠߦ • "[VSF"%ͱ࿈ܞ͢Δ͜ͱͰΞΧϯτཧ͕γϯϓϧʹ
• ΞΫηεΩʔͷཧෆཁʹ ˞4BB4͚ͷͷআ͘
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE AWS SSO 0SHBOJ[BUJPOT 'PVOEBUJPOBM@06 8PSLMPBET@06 1SPE@06 4%-$@06 *OGSB@06 .BJOUFOBODF@06
4VTQFOEFE@06 3PPU ϚελʔΞΧϯτ ܭըϝϯςφϯε༻ ഇغ༧ఆ 1PMJDZ4UBHJOH@06 ηΩϡϦςΟ ϙϦγʔมߋ༻ ֤छϩά 1SPEVDUJPO 4UBHJOH 4BOECPY "[VSF"% Ϛωδϝϯτίϯιʔϧ ΞΫηεΩʔ "844JOHMF4JHO0O ֤ΞΧϯτϩάΠϯ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE AWS SSO Ҡߦ࣌ͷτϥϒϧ • ࣄ • 4XJUDI3PMF࣌ͷཧऀ༻3PMFΛআͨ͠ͱ͜ΖɺαʔϏεͰར༻͍ͯ͠ Δ$.,͕ӾཡɺมߋෆՄೳʹͳͬͯ͠·ͬͨ •
"ENJOJTUSBUPSݖݶϢʔβʔͰSPPUͰͲ͏ʹͰ͖ͳ͍ • ݪҼ • আͨ͠ཧऀ3PMFͷΈ͕ΩʔϙϦγʔͱͯ͠ࢦఆ͞Ε͍ͯͨͨΊɺআ͠ ͨ࣌ͰཧऀෆࡏͷΩʔʹͳΔ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE AWS SSO Ҡߦ࣌ͷτϥϒϧ • ରԠ • "84ͷαϙʔτ͍߹ΘͤɺҰ࣌తͳϢʔβʔΛ࡞ɺ1VU,FZ1PMJDZݖݶ Λ༩ͯ͠Β͍ݩͷΩʔϙϦγʔΛ෮׆ͤ͞Δ͜ͱͰ෮چͨ͠ •
ͨͩ͠ɺ࡞ۀλΠϛϯάͳͲίϯτϩʔϧͰ͖ͳ͍ཁૉ͋ΔͷͰɺΩʔϙϦ γʔͷཧऀͱͯ͠ෳͷ6TFS͘͠3PMFΛ༩͓ͯ͘͠ͷ͕Φεεϝ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE Agenda • ηΩϡϦςΟΠϯγσϯτ • ઓུͱධՁ • "84ΞΧϯτཧ • *%ͱΞΫηεཧ
• ΨʔυϨʔϧ • ࠓޙ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE ༧తΨʔυϨʔϧ • 4$1ͷྫ • ෆ༻Ϧʔδϣϯͷ੍ݶ • ࠪܥૢ࡞ͷ੍ݶ • ڥಛ༗ͷ੍ݶ
ॏཁૢ࡞ͳͲ • શૢ࡞ͷېࢭ • FUD
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE Organizational Units and SCP 06 ༻్ 4$1 'PVOEBUJPOBM@06 1SPE4%-$ͷϫʔΫϩʔυͱڞ௨ج൫Λแ͢Δ06
Ϧʔδϣϯ੍ݶɺࠪܥૢ࡞ͷ੍ݶ 8PSLMPBET@06 1SPE4%-$ͷϫʔΫϩʔυΛแ͢Δ06 ։ൃऀ͚ͷ੍ݶ 1SPE@06 ຊ൪ΞΧϯτͷΈΛแ͢Δ06 ڥಛ༗ͷ੍ݶ 4%-$@06 4UBHJOH%FWɺ4BOECPYͳͲΛแ͢Δ06 ڥಛ༗ͷ੍ݶ *OGSB@06 ڞ௨ج൫ ϩάूΞΧϯτηΩϡϦςΟࠪΞΧϯτ Λแ͢Δ06 ڥಛ༗ͷ੍ݶ 1PMJDZ4UBHJOH@06 ৫ߏͷมߋ4$1ͷมߋͳͲͷݕূͰར༻͢Δ06 ݕূ༰ʹΑͬͯมߋ .BJOUFOBODF@06 ࠪܥػೳͷϝϯςφϯεͳͲɺҰ࣌తʹ4$1Λҳ͢Δ࡞ۀΛߦ͏߹ʹར༻͢Δ06 ϝϯς༰ʹΑͬͯมߋ 4VTQFOEFE@06 ഇغ༧ఆͷ"84ΞΧϯτΛแ͢Δ06 શૢ࡞Λېࢭ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE Organizational Units and SCP 0SHBOJ[BUJPOT 'PVOEBUJPOBM@06 8PSLMPBET@06 1SPE@06 4%-$@06
*OGSB@06 .BJOUFOBODF@06 4VTQFOEFE@06 3PPU ϚελʔΞΧϯτ ܭըϝϯςφϯε༻ ഇغ༧ఆ 1PMJDZ4UBHJOH@06 ηΩϡϦςΟ ϙϦγʔมߋ༻ ֤छϩά 1SPEVDUJPO 4UBHJOH 4BOECPY Ϧʔδϣϯ੍ݶ ࠪܥૢ࡞ͷ੍ݶ ։ൃऀ͚ͷ੍ݶ 1SPEʹ͓͚Δ ॏཁૢ࡞ͷ੍ݶ ڞ௨ج൫ಛ༗ͷ੍ݶ มߋ มߋ શૢ࡞ͷېࢭ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE ൃݟతΨʔυϨʔϧ • $MPVE5SBJMΑΔಛఆૢ࡞ͷࢹ • $POpH • (VBSE%VUZ • 4FDVSJUZ)VC
• 5SVTUFE"EWJTPS ݕͨ͠༰ͷϑΟϧλϦϯάʹؔͯ͠ɺνϡʔχϯάΛਐΊ͍ͯΔ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE ൃݟతΨʔυϨʔϧ αʔϏε໊ 0SHBOJ[BUJPOTରԠ ϝϯόʔͷҕ ϝϯόʔͷࣗಈ༗ޮԽ ิ $POpH ˓ ˓
✕ $MPVE'PSNBUJPO4UBDL4FUTΛར༻ͯ͠ɺ ϝϯόʔΞΧϯτͷ༗ޮԽΛࣗಈͰ࣮ࢪ (VBSE%VUZ ˓ ˓ ˓ 4FDVSJUZ)VC ˓ ˓ ˓ ·ͨɺൃݟతΨʔυϨʔϧͰར༻͢ΔҎԼͷαʔϏεʹؔͯ͠ɺ $POpH͚ͩࣗಈ༗ޮԽ͕Ͱ͖ͳ͔ͬͨͨΊ$'O4UBDL4FUTΛར༻͍ͯ͠Δ ૣ͘0SHBOJ[BUJPOTͱͷεϜʔζͳ౷߹͕࣮ݱͯ͠΄͍͠
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE Agenda • ηΩϡϦςΟΠϯγσϯτ • ઓུͱධՁ • "84ΞΧϯτཧ • *%ͱΞΫηεཧ
• ΨʔυϨʔϧ • ࠓޙ
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE ࠓޙ • ൃݟతΨʔυϨʔϧͷνϡʔχϯά • $POpH3VMFTͷνϡʔχϯά • (VBSE%VUZ4FDVSJUZ)VCͷݕ༰ͷਫ਼ࠪ • ϩΪϯάͱϞχλϦϯάͷڧԽ
• 4*&.ͷಋೖ 4*&.PO"NB[PO&4Λݕ౼த • ΠϯγσϯτϨεϙϯεͷڧԽ • )BSEFOJOHΠϕϯτͷࢀՃɺݚम
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE ·ͱΊ • ΠϯγσϯτҎ߱ɺϚϧνΞΧϯτߏΛ׆͔ͨ͠ܗͰରࡦΛ͢͢Ί͖ͯͨ • "84440Λར༻͢Δ͜ͱͰΞΧϯτཧίετ͕Լ͕ΓηΩϡΞʹͳͬͨ • ༧తɺൃݟతΨʔυϨʔϧͷಋೖͰΑΓηΩϡΞʹͳͬͨ ϚϧνΞΧϯτΛಋೖͯ͠ηΩϡΞͳڥΛखʹೖΕΑ͏
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE ʘɹ8F"SF)JSJOHɹʗ IUUQTDPSQDMBTTJKQDBSFFST
$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE ͓ΘΓ
gappy50
zozotech
moritamasami
lycorptech_jp
oracle4engineer
skanehira
jyoshise
lauchacarro
jeongjaesoon
kneath
lauravandoore
bryan
paigeccino
colly
trishagee
iamctodd
shpigford
keathley
shlominoach
maggiecrowley
caitiem20
![$PQZSJHIU$MBTTJ$PSQ"MMSJHIUTSFTFSWFE [PR] Developers Summit 2021 IUUQTFWFOUTIPFJTIBKQEFWTVNJTFTTJPO](https://files.speakerdeck.com/presentations/e51f36ba131f4812926c85ecdc3b800b/slide_4.jpg){kind=link}
