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
Engineers Career Night Wantedly
Search
Yuta Kurotaki
August 22, 2019
Technology
2
1.3k
Engineers Career Night Wantedly
Engineers’ Career Night
https://real-wantedly.connpass.com/event/139340/
Yuta Kurotaki
August 22, 2019
Tweet
Share
More Decks by Yuta Kurotaki
See All by Yuta Kurotaki
GMOペパボのSUZURIを支えるAIOpsの実践
kurotaky
0
95
CTO Night & Day 2024 Product Feedback Lunch
kurotaky
1
150
ゼロからわかるリザバーコンピューティング
kurotaky
1
1.6k
SUZURI DX 2023
kurotaky
1
180
How GitHub Copilot Transforms Development Productivity
kurotaky
18
13k
The story of repairing my junk keyboard with The kinT keyboard controller
kurotaky
0
1.7k
DevRel_Japan CONFERENCE 2023
kurotaky
1
2k
ctoa-wakate-01-company-introduction
kurotaky
0
300
Ethereum for Ruby
kurotaky
2
2k
Other Decks in Technology
See All in Technology
Building a cloud native business on open source
lizrice
0
180
20251027_findyさん_音声エージェントLT
almondo_event
2
430
初めてのDatabricks Apps開発
taka_aki
1
400
ゼロコード計装導入後のカスタム計装でさらに可観測性を高めよう
sansantech
PRO
1
430
AI-Readyを目指した非構造化データのメダリオンアーキテクチャ
r_miura
1
320
事業開発におけるDify活用事例
kentarofujii
5
1.5k
Okta Identity Governanceで実現する最小権限の原則 / Implementing the Principle of Least Privilege with Okta Identity Governance
tatsumin39
0
170
GraphRAG グラフDBを使ったLLM生成(自作漫画DBを用いた具体例を用いて)
seaturt1e
1
150
What's new in OpenShift 4.20
redhatlivestreaming
0
240
様々なファイルシステム
sat
PRO
0
240
アウトプットから始めるOSSコントリビューション 〜eslint-plugin-vueの場合〜 #vuefes
bengo4com
3
1.8k
プロダクト開発と社内データ活用での、BI×AIの現在地 / Data_Findy
sansan_randd
0
110
Featured
See All Featured
RailsConf 2023
tenderlove
30
1.3k
The Cult of Friendly URLs
andyhume
79
6.6k
The Pragmatic Product Professional
lauravandoore
36
7k
The Illustrated Children's Guide to Kubernetes
chrisshort
49
51k
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
32
1.7k
Building an army of robots
kneath
305
46k
Docker and Python
trallard
46
3.6k
"I'm Feeling Lucky" - Building Great Search Experiences for Today's Users (#IAC19)
danielanewman
230
22k
Writing Fast Ruby
sferik
630
62k
Building Better People: How to give real-time feedback that sticks.
wjessup
369
20k
4 Signs Your Business is Dying
shpigford
185
22k
Fight the Zombie Pattern Library - RWD Summit 2016
marcelosomers
234
17k
Transcript
ʙࣗΛͬͯΒ͏ྗΛ͢Δ͜ͱʙ ࠇ୍༔ଠ(.01FQBCP *OD &OHJOFFST$BSFFS/JHIU!8BOUFEMZ Ξτϓοτͱࣗݾ
ݚڀऀ ࠇ୍༔ଠ!LVSPUBLZ 46;63*ࣄۀ෦ϓϩμΫτνʔϜ ςΫχΧϧϦʔυ
ࣗݾհ ݄ΑΓגࣜձࣾQBQFSCPZDP ݱ(.0ϖύϘגࣜձࣾ ʹͯιϑτΣΞΤϯ δχΞͱͯ͠ෳͷ8FCαʔϏεͷ։ൃΛ୲ɺݱࡏςΫχΧϧϦʔυͱͯ͠46;63*ͷ ։ൃ͓ΑͼΤϯδχΞϦϯά৫ͷϚωʔδϝϯτΛߦ͍ͬͯΔɻ 5XJUUFSIUUQTUXJUUFSDPN!LVSPUBLZ 'BDFCPPLIUUQTXXXGBDFCPPLDPNLVSPUBLZ
(JU)VCIUUQTHJUIVCDPNLVSPUBLZ 8FCTJUFIUUQTNPGVPSH FNBJMZVUBLVSPUBLJ!HNBJMDPN
46;63*
$BOWBUI
ࠓ͓͢Δ͜ͱ wࣗͷΩϟϦΞͷ;Γ͔͑Γ wࠓޙͷࣗͷΩϟϦΞʹ͍ͭͯ wࠓޙͷएखΤϯδχΞΩϟϦΞઓུ
ࣗͷΩϟϦΞ;Γ͔͑Γ
݄৽ଔೖࣾ w8FCͷ͜ͱ͋·ΓΘ͔Βͳ͍ wΤϯδχΞݚमʹͯ3VCZ(JUΛͬͯΈΔ͕ɺΑͪΑͪา͖ wಉظࣾ֎ͷ༏लͳΤϯδχΞΛݟͯযΔ wΘ͔Βͳ͍͜ͱଟ͗͢ɺपΓͱͷൺֱͰΉʜ
ઌഐΤϯδχΞͷzΑ͍zͱ͞Ε͍ͯΔৼΔ͍Λਅࣅͨ͠ w Ұ࣍ใΛ֬ೝ͢Δ 3'$ɺυΩϡϝϯτ w ϩάΛಡΉɺΤϥʔϝοηʔδΛಡΉɺςετΛಡΉ w ຊΛಡΜͰษڧ͢Δ w
ઌഐͷใΛಡΉɾΠϕϯτΛνΣοΫ͢Δ w ࣾษڧձͷࢀՃ ॳΊͯͷ3VCZಡॻձͳͲ w ֎෦ΠϕϯτͷࢀՃ ࡳຈ3VCZձٞελοϑɾ:"1$ࢀՃͳͲ w Πϯϓοτ͕ଟΊ
w ଐ͕ܾ·Δ w ݚमɺ0+5ͰֶΜͩࣄΓଓ͚ͨ w ͱʹ͔͘Γଓ͚ΔҎ֎ͷબࢶ͕ແ͔ͬͨʜ w ٕज़తʹਖ਼͍͠ͱ͍͏͚࣠ͩͰͳ͘ɺϢʔβʔͷՁʹͭͳ͕͍ͬͯΔ͔ʁϏδωε ͱͯ͠Ͳ͏͔ʁͱ͍͏࣠Λҙࣝ͢ΔΑ͏ʹͳ͖ͬͯͨͣʜ
ݚमͰֶΜͩ͜ͱΛΓଓ͚ͨ wࣄΛ͏·͘ਐΊΒΕͳͯ͘Ή wۀ1)1ϝΠϯ͚ͩͬͨͲɺझຯͷ8FCαʔϏε։ൃͰ3VCZͷษڧ wಡॻձܧଓ wͱʹ͔͘Πϯϓοτ͍ͯͨ͠ wͬͱΞτϓοτؤுΕྑ͔ͬͨͳͱࢥ͍·͢
w৽نϓϩδΣΫτ্ཱͪ͛ʹؔΘΔ wΤϯδχΞ୲ࣗਓ wͨ͘͞ΜίʔυΛॻ͘ wࣾͷଞͷϓϩδΣΫτࣗͷझຯͰॻ͍ͨίʔυΛࢀߟʹਐΊΔ w3BJMT(JSMTͷίʔνʹઓͯ͠ΈΔ
ࣗͰܾΊͯɺࣗͰਐΊΔ͜ͱͷେ͞ΛֶͿ wࠓ·Ͱ͕͋ͬͨΒઌഐ͕ॿ͚ͯ ͑Λग़ͯ͠ ͘Εͯղܾͨ͠ wࣗͰܾΊͳͯ͘ɺ࠷ޙઌഐ͕ܾΊͯ͘ΕΔ w૬ख͕͑Λग़͢ͷ͕લఏʹ͋ΔͷͰɺ࣍ͷҰาΛ౿Έग़͢લʹऴΔ wϑΟʔυόοΫΛΒ͍ɺࣗͳΓͷʹର͢Δ͑Λग़͢͜ͱʹͨ͠ w֎෦ͷΞτϓοτΛҙࣝ͢ΔΑ͏ʹͳΔ wਓʹڭ͑Δ͜ͱΞτϓοτ
wۀͰͬͨ͜ͱΛϕʔεʹநԽɺ044ʹߩݙͨ͠Γɺొஃͨ͠Γͨ͠ wॳֶऀ͚ʹίʔνΛ͢Δͷܧଓ wίϛϡχςΟͷখ͞ͳߩݙΛ௨ֶͯ͠ΜͰ͍ͬͨ wࣗͷΞΫγϣϯʹؔͯ͠ఆظతʹ;Γ͔͑ΓΛ͢ΔΑ͏ʹͳͬͨ
;Γ͔͑Γͳ͕ΒલʹਐΉ wͨ͘͞ΜΠϯϓοτΛͯ͠ɺΞτϓοτͨ͠ wఆظతʹϦϑϨΫγϣϯ ;Γ͔͑Γ ͢Δ͜ͱ͕େࣄͱؾ͍͖ͯͨ wΤϯδχΞ;Γ͔͑ΓձΛ͡Ίͨ
ΤϯδχΞ;Γ͔͑Γձ wΤϯδχΞͷ༗ࢤϝϯόʔͰຖ݄; Γ͔͑ΓձΛ͓͜ͳͬͨ wରΛ௨ͯ͠ɺۀϓϥΠϕʔτ ͰͷܦݧΛ;Γ͔͑Δ wΤϯδχΞਓͷϓϩδΣΫτͰ։ൃ ͍ͯͨ͠ͷͰɺ୭͔ͱҰॹʹ;Γ͔ ͑ΓΛ͔ͨͬͨ͠ #MPHʹຖ݄࣮ࢪͨ͠;Γ͔͑Γձʹ͍ͭͯ
wΠϯϓοτɾΞτϓοτɾ;Γ͔͑Γͷ܁Γฦ͠ wձࣾͰγχΞΤϯδχΞʹͳΔ
w৽ଔݚमΛ୲ɺܭըʙઃܭʙ࣮ࢪ·Ͱ w౦ژۀେֶͷΤϯδχΞϦϯάσβΠϯϓϩδΣΫτʹࢀՃ w৽نࣄۀͷ্ཱͪ͛ʹࢀՃ
w3VCZ,BJHJͰൃද wࣗͷதͰҰ൪େ͖ͳΠϕϯτͰͷొஃ w৽نࣄۀͰඞཁͩͬͨͷΛϥΠϒϥϦԽͨ݁͠Ռ wळࠒʹςΫχΧϧϦʔυʹͳΔ wΤϯδχΞϦϯάϚωʔδϝϯτ
ˠͷ ;Γ͔͑Γ͔Βݟ͖͑ͯͨͷ
ͷͨΊͷͭͷେͳ͜ͱ wΠϯϓοτ wΞτϓοτ w;Γ͔͑Γ ল
Πϯϓοτ wΞτϓοτ͢ΔʹɺΠϯϓοτ͕ඞཁ wຊΛಡΉɺਓͷߟ͑Λฉ͘ɾಡΉɺཱྀߦʹߦ͘ wΞτϓοτΛҙࣝͯ͠Πϯϓοτ͢Δ wlΜͰ͍Δzͱlߟ͍͑ͯΔzͷϞʔυΛ͚Δ wΘ͔͍ͬͯΔɾߟ͍͑ͯΔ;ΓΛ͠ͳ͍
Ξτϓοτ wΠϯϓοτͨ͠ͷΞτϓοτ͢Δ͜ͱͰʹ͘ wจষΛॻ͘ɺίʔυΛॻ͘ɺઆ໌͢ΔɺϓϨθϯ͢Δ wࣗͰߟ͑ΔˠܾΊΔˠදݱ͢ΔΛ܁Γฦ͢
ϦϑϨΫγϣϯ ল wࣗͷΠϯϓοτΞτϓοτʹରͯ͠;Γ͔͑Δ wਓͰͳ͘ෳਓͰৼΓସ͑Δͷ͓͢͢ΊͰ͢ wࢹΛ͛ΔɾࢹΛม͑Δɾࢹ࠲ΛߴΊΔ wΞτϓοτޙ;Γ͔͑Δɻཐટߏతʹ͍ͯ͘͠ w ·ͭͱΓʔ͞Μͷاۀʹॴଐ͢ΔΤϯδχΞͱͯ͠ͷࣾͱࣾ֎ͷ࣮ͷॏͶํͷεϥΠυຕ
ίϧϒͷܦݧֶशαΠΫϧϞσϧ,PMC ۀ ল ࣋Խ ܦݧ ۀ͔Βܦݧͨ͜͠ͱΛল࣋͠Խɺ ࣍ͷۀʹԠ༻͢Δ͜ͱ͕େࣄ
ܦݧֶशͷαΠΫϧΛճͤͳ͍ͱ wڭ܇ΛҾ͖ग़ͤͳ͍ wܦݧͬ͠ͺͳ͠ɺࣄΛ͜ͳ͠ଓ͚Δ w͕࣋ݻ·ͬͯ͠·͏ wڥʑมԽ͍ͯ͠ΔͷͰɺ࣋͠ͳ͍ʂ ۀ ܦݧ
ࣗͳΓͷίπ wԿࣄΦʔϓϯʹਐΊ͍ͯ͘ w l0QFOOFTTJTPVSESJWFSGPSFYDFMMFODFz wΦʔϓϯʹ͢Δ͜ͱͰɺ͍Ζ͍ΖͳਓʹͬͯΒ͍ɺϑΟʔυόοΫΛΒ͏ wଞਓ͔ΒͷධՁʹ·ͳ͍ wΉΑΓ͕ࣗͲΕ͚ͩલʹਐΊ͔ͨΛߟ͑Δ wࣗͷͨΊʹϑΟʔυόοΫΛ͘ΕΔਓେ wΠϯϓοτɾΞτϓοτΛࢁ͍ͯ͠Δ࣌·ͳ͘ͳΔ
ˠະདྷ ࣗͷΩϟϦΞ
͔Βͦͷઌ wςΫχΧϧϦʔυͱͯ͠ΤϯδχΞ৫ͷΞτϓοτΛ࠷େԽ͢Δ wࣗΛؚΉνʔϜΈΜͳͷΞτϓοτΛ૿͢ wϓϩμΫτΛͤ͞Δ wݚڀऀͱͯ͠ܧଓతʹ׆ಈ͢Δ w)VNBO$PNQVUFS*OUFSBDUJPOؔ࿈
ࠓޙͷΤϯδχΞͷΩϟϦΞઓུ
ࠓޙͷΤϯδχΞͷΩϟϦΞઓུ wΤϯδχΞϦϯάͷεΩϧºʓʓͷΈ߹ΘͤͰߟ͍͑ͯ͘ wٕज़͕ͲΜͲΜநԽ͞ΕΔˠ؆୯ͳͷͩΕͰ࡞ΕΔ wιϑτΣΞΤϯδχΞͷ૿͑Δˠάϩʔόϧʹߟ͑Δ wϢʔβʔମݧͷՁ্ʹϑΥʔΧεͯ͠ͷΛ࡞Δ wࣗͷ͖ͳ͜ͱΛΔ
͜ͷޙͷ࠙ձͰ ͥͻ͓͠·͠ΐ͏ʂ