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
nds-beanstalk
Search
tannai
October 17, 2015
Technology
460
2
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
nds-beanstalk
tannai
October 17, 2015
More Decks by tannai
See All by tannai
redash patche at dmm
yuukigoodman
0
760
akibago-2018-10-30
yuukigoodman
0
84
serverless-design-and-streaming-date-processing-service
yuukigoodman
0
1k
alexa-changes-development-process
yuukigoodman
0
1.6k
VUIとAlexaによるちょっと未来の体験の話2
yuukigoodman
0
900
regrowth2016alexa
yuukigoodman
0
1.3k
Rails App Deployment with CodeDeploy
yuukigoodman
0
1.6k
cognito-userpools-in-production
yuukigoodman
4
8.8k
aws-lambda-in-practice
yuukigoodman
2
2.1k
Other Decks in Technology
See All in Technology
10倍の生産性を実現するAI駆動並列エージェントのすべて
kumaiu
4
1.3k
Oracle AI Database@Azure:サービス概要のご紹介
oracle4engineer
PRO
6
1.9k
日本 Fintech 未来予測レポート 2027〜2028年(オリジナル版)
8maki
0
1.3k
白金鉱業Meetup_Vol.24_「AIエージェントは分けるほど良い」は本当か? / Is it true that “the more you divide AI agents, the better”?
brainpadpr
1
270
価格.comをAI駆動で全面刷新する ー 30年分の技術的負債を返し、次の30年の土台をつくる ー / AI Engineering Summit Tokyo 2026
tkyowa
53
59k
LLMと共に進化するプロセスを目指して
ymatsuwitter
12
3.9k
ルールやカスタム機能、どう活かす?ハンズオンで体感するIBM Bobの出力コントロール
muehara
1
130
失敗を資産に変えるClaude Code
shinyasaita
0
300
データサイエンスを価値につなげるプロジェクト設計 〜 DS一年目が現場で得た気づき 〜
ysd113
1
150
DevOps Agentで始めるAWS運用 〜フロンティアエージェントが変える運用の現場〜
nyankotaro
1
380
How Timee Delivers Day 1 Production Ready LLM Features
tomoyks
0
110
2026TECHFRESH畢業分享會 - Lightning Talk - E起 See See : 電商推薦讀心術? 數據說了算
line_developers_tw
PRO
0
700
Featured
See All Featured
brightonSEO & MeasureFest 2025 - Christian Goodrich - Winning strategies for Black Friday CRO & PPC
cargoodrich
3
730
Bootstrapping a Software Product
garrettdimon
PRO
307
120k
Producing Creativity
orderedlist
PRO
348
40k
Testing 201, or: Great Expectations
jmmastey
46
8.2k
Leo the Paperboy
mayatellez
7
1.8k
How to build a perfect <img>
jonoalderson
1
5.6k
No one is an island. Learnings from fostering a developers community.
thoeni
21
3.7k
Paper Plane
katiecoart
PRO
1
51k
Mind Mapping
helmedeiros
PRO
1
240
Crafting Experiences
bethany
1
170
Effective software design: The role of men in debugging patriarchy in IT @ Voxxed Days AMS
baasie
0
400
Documentation Writing (for coders)
carmenintech
77
5.4k
Transcript
͜ͷ#FBOTUBML͔Βͷ ଔۀ
BCPVUNF ࠓͰࡀʂʂ
SF*OWFOUߦ͖ͬͯ·ͨ͠ དྷߦ͖͍ͨ
ࠓ͢͜ͱ w "NB[PO&MBTUJD#FBOTUBML &# ͷհ w &#ͷਏ͍ͱ͜Ζ w &#ͷ5JQT
&MBUJD#FBOTUBMLͱ w "84Λ)FSPLVΈ͍ͨʹ͏ͨΊͷαʔϏε w ϑϨʔϜϫʔΫΈ͍ͨͳͷ w &#ࣗମແྉ w &#͕ૢ࡞ͨ͠"84Ϧιʔεʹରͯ͠՝ۚ
&#͕ͬͯ͘ΕΔ͜ͱ w $MPVE'PSNBUJPOςϯϓϨʔτͷཧͱద༻ w σϓϩΠͷཧ w &$෦ͷϓϩϏδϣχϯά w $MPVE8BUDIͷઃఆ w
3%4&MBTUJ$BDIFΠϯελϯεͷ࡞ͱཧ w ͳͲͳͲ
&#Λ͏ར w ΞϓϦέʔγϣϯ։ൃʹूதͰ͖Δ w "84ΛΒͳͯ͘ɺ"84ΛҰ௨Γ͑Δ w Ҿ͖ܧ͍͗͢ w *".71$͕͑ͯ࠷ߴ w
Πϯϑϥͷίʔυཧ͕Մೳ FCFYUFOTJPOT
͕͜͜ਏ͍Α #FBO4UBML
"84Βͳ͍Ͱ͍ଓ͚Δͱࢮ w ʮཪͰ$'O͍ͬͯΔʯͱ͍͏͜ͱΛΒͣʹ ʮ͜ͷ4UBDLΒΜͳফͦ͏ʯͦͯ͠ࢮ w ҰͬͯΈΑ͏
ṖͷΤϥʔͰࢮ w ಥવͷΤϥʔ &#&YUFSOBM*OWPDBUJPO&SSPS w ϩάΛݟͯશ͘ҙຯෆ໌ w &OWJSPONFOUΛSFCVJME͢ΔͱΔ w
࠶ݱ͠ͳ͍
6OEPDVNFOUFEͰࢮ ʹͦ͏ w υΩϡϝϯτʹॻ͔Ε͍ͯͳ͍ػೳ͕͋Δ w IPPLεΫϦϓτ w FCFYUFOTJPOTͰͷ$'OϥΠΫͳ4(ઃఆ w ᐌ͘ʮαϙʔτʹฉ͍ͨΒڭ͑ͯ͘ΕΔʯ
w ผʹ/%"Ͱͳ͍ 40ʹॻ͍ͯͨΓ͢Δ͠
ͦΜͳʹਏ͍ͳΒ ΊΕ͍͍͡ΌΜ
΄ΜͱͦΕ w Ͱ݁ہ&#Θͳͯ͘ߦ͖ண͘ͱ͜ΖҰॹ w #(σϓϩΠ͕ΫϦοΫͰͰ͖Δͤ w &#͔Βͷଔۀ"84Λิॿྠແ͠Ͱ͑ΔΑ ͏ʹͳΔ w ͦͦϑϨʔϜϫʔΫ͔Β֎ΕͨΒਏ͘ͳΔ
ͷͨΓલ
&#ͷ5JQT
"QQMJDBUJPO&OWJSPONFOU w "QQMJDBUJPO&#ͷجຊ୯ҐɻΞϓϦͷσΟϨΫ τϦݸ w 7FSTJPOσϓϩΠͷ୯Ґɻ&#ʹΑΓ4Ͱཧ ͞ΕΔ w &OWJSPONFOU࣮ߦͷ୯Ґɻ"QQMJDBUJPOͰෳ ݸͷ7FSTJPOΛݸผʹ࣮ߦՄೳɻ
"QQMJDBUJPO&OWJSPONFOU Ұൠ։์"QQ ࣾૢ࡞༻"QQ %FWFMPQNFOU&OW 7FSTJPO 7FSTJPOD /JHIUMZ&OW 7FSTJPO 7FSTJPOD 4UBHJOH&OW
7FSTJPO 7FSTJPOC 1SPEVDUJPO&OW 7FSTJPO 7FSTJPOB
FCFYUFOTJPOT w &#ͷΦϓγϣϯઃఆ͕Մೳ w େͷࣄՄೳɺେମυΩϡϝϯτʹॻ͍ͯΔ w ͕͜͜ංେԽ͢Δͱࢮ w ࣮ߦ࣌ؒ w
݁ہɺൿͷλϨԽͦ͢͠͏
PQUJPO@TFUUJOHT OBNFTQBDFBXTFMBTUJDCFBOTUBMLDPNNBOE PQUJPO@OBNF5JNFPVU WBMVF DPOUBJOFS@DPNNBOET DPNQJMFBTTFUT DPNNBOECVOEMFFYFDSBLFBTTFUTQSFDPNQJMF QBDLBHFT ZVN *NBHF.BHJDL<>
FCίϚϯυͱDSFEFOUJBM w *".ͰDSFEFOUJBM࡞ͯ͠dBXTDSFEFOUJBMTʹ ηοτ <EFGBVMU> BXT@BDDFTT@LFZ@JE"""""" BXT@TFDSFU@BDDFTT@LFZ###### <IPHFEFWFM> BXT@BDDFTT@LFZ@JE$$$$$ BXT@TFDSFU@BDDFTT@LFZ%%%%%
<IPHFQSPE> BXT@BDDFTT@LFZ@JE&&&&& BXT@TFDSFU@BDDFTT@LFZ'''''
FCίϚϯυͱDSFEFOUJBM w FCJOJU࣌ʹQSPpMFΛࢦఆ FCJOJUQSPpMFIPHFEFWFM FCMJTU IPHFEFWFMBQQ IPHFEFWFMBQQ FCJOJUQSPpMFIPHFQSPE FCMJTU IPHFQSPEBQQ
IPHFQSPEBQQ
%PDLFS͍͍ͨʂ w %PDLFS4UBDL͋ΔΑ w .VMUJ$POUBJOFS%PDLFS4UBDL͋ΔΑ w ͜ͷ߹&$4͕όοΫΤϯυʹͳΔ w ·͋݁ہ&$ w
ωοτϫʔΫىҼͰ5JNFPVU͍͢͠ͷͰҙ w ྑ͍ΠϯελϯεΛ͏ ωοτϫʔΫ͘ͳΔ w ΠϝʔδαΠζ͕খ͘͞ͳΔΑ͏ʹ%PDLFSpMFΛ
+PC2VFVF8PSLFS͍͍ͨʂ w ͔ͤͬ͘"84͔ͩΒ424͓͏ w PSLFS5JFSͳΒ؆୯ w TRTE͕Α͠ͳʹϙʔϦϯάͯ͠ϦΫΤετ w ΞϓϦΤϯυϙΠϯτΛ࡞Δ͚ͩͰ0, w
ઐ༻ͷ&$ΠϯελϯεͳͷͰ͓͔͔ۚΔ
*1ΞυϨεʹΑΔΞΫηε੍ݶ w FCFYUFOTJPOT͔Β4FDVSJUZ(SPVQTઃఆՄೳ w 6OEPDVNFOUFEFCFYUFOTJPOTͰ$'Oతʹ w FCFYUFOTJPOTOHJOY w ελοΫʹΑͬͯ/HJOY͕ಈ͍͍ͯͳ͍ʂ
3FTPVSDFT "84&#-PBE#BMBODFS4FDVSJUZ(SPVQ 5ZQF"84&$4FDVSJUZ(SPVQ 1SPQFSUJFT (SPVQ%FTDSJQUJPO5IJTJTEFTDSJQUJPO 4FDVSJUZ(SPVQ*OHSFTT \$JES*Qlz *Q1SPUPDPMUDQ 'SPN1PSU 5P1PSU^
"84FDVSJUZ(SPVQ 5ZQF"84&$4FDVSJUZ(SPVQ 1SPQFSUJFT (SPVQ%FTDSJQUJPO5IJTJTEFTDSJQUJPO 4FDVSJUZ(SPVQ*OHSFTT \$JES*Qlz *Q1SPUPDPMUDQ 'SPN1PSU 5P1PSU^
%#Λ&#ཧʹ͠ͳ͍ w ػೳͱͯ͠Մೳɻ࣮ࡍ͍Ζ͍Ζݟ͍͢ɻ w Ͱ&OWJSPONFOUΛফ͢ͱҰॹʹফ͑ͯ͠·͏ w ෳ&OWJSPONFOU͔Βಉ͡3%4ΛࢀরͰ͖ͳ͍ w ߴίετ w
$/".&4XBQ #(%FQMPZ ࣌ʹඒຯ͘͠ͳ͍ʁ w ଓใΛڥมͰͦ͏ 'BDUPS
IPPLT w 6OEPDVNFOUFE w PQUFMBTUJDCFBOTUBMLIPPLT ҎԼʹεΫ ϦϓτΛઃஔ͢ΔͱΑ͠ͳʹ࣮ߦͯ͘͠ΕΔ w ࣮ࡍʹݟͯΈΑ͏
ṖΤϥʔͷରॲ w "84ϑΥʔϥϜ͕ྑ͍ w GPSVNTBXTBNB[PODPN w 40ʹԿ͔͋Δ͔ w υΩϡϝϯτΛݟ͢ w
υΩϡϝϯτΛޡղ͠ͳ͍ w ӕ͕ॻ͍ͯ͋ΔΘ͚Ͱͳ͍ͷͰ
։ൃνʔϜҎ֎"84ʹ৮Δ߹ w ϙϦγʔܾΊ͕ॏཁ w &#͔Β"84Λཧ͢Δ͔ w $'OͰϦιʔεͱͯ͠&#Λ࡞͢Δ͔ w ͑ແ͍͠ɺέʔεόΠέʔεͰ͢ w
ٕज़తͳཁૉҎ֎ʹɺ৫ϏδωεͳͲΛߟ ྀͨ͠Γ
ۙگ
$'OσβΠφ͕ϦϦʔεʂ
࣍ͷҊ݅͜ΕͰʜ