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
Gunosyの数字主義を支える技術
Search
y_matsuwitter
October 02, 2013
Technology
26
12k
Gunosyの数字主義を支える技術
2013/10/02 若手Webエンジニア交流会でのLT資料
y_matsuwitter
October 02, 2013
Tweet
Share
More Decks by y_matsuwitter
See All by y_matsuwitter
Building Products in the LLM Era
ymatsuwitter
11
11k
Product Utilization of Large Language Models Starting Today
ymatsuwitter
3
3.1k
経営・意思・エンジニアリング
ymatsuwitter
23
21k
LLM in 2023 and 2024
ymatsuwitter
8
6k
Turbulent Technological Changes and Career Strategies
ymatsuwitter
2
3k
LLM in toB Service and Its UX
ymatsuwitter
7
11k
Agent and small LLM validation
ymatsuwitter
7
3k
Information management for a culture of speed: The story of Notion and LayerX
ymatsuwitter
4
11k
Monorepo on AWS
ymatsuwitter
0
340
Other Decks in Technology
See All in Technology
レビュー負債を解消する ― CodeRabbitが支えるAI駆動開発
moongift
PRO
0
430
Redux → Recoil → Zustand → useSyncExternalStore: 状態管理の10年とReact本来の姿
zozotech
PRO
19
8.7k
Perlの生きのこり - YAPC::Fukuoka 2025
kfly8
0
130
仕様は“書く”より“語る” - 分断を超えたチーム開発の実践 / 20251115 Naoki Takahashi
shift_evolve
PRO
1
1.1k
AIを前提に、業務を”再構築”せよ IVRyの9ヶ月にわたる挑戦と未来の働き方 (BTCONJP2025)
yueda256
1
790
Building AI Applications with Java, LLMs, and Spring AI
thomasvitale
1
190
AI駆動開発を実現するためのアーキテクチャと取り組み
baseballyama
2
1.2k
【M3】攻めのセキュリティの実践!プロアクティブなセキュリティ対策の実践事例
axelmizu
0
170
重厚長大企業で、顧客価値をスケールさせるためのプロダクトづくりとプロダクト開発チームづくりの裏側 / Developers X Summit 2025
mongolyy
0
160
やり方は一つだけじゃない、正解だけを目指さず寄り道やその先まで自分流に楽しむ趣味プログラミングの探求 2025-11-15 YAPC::Fukuoka
sugyan
3
870
JJUG CCC 2025 Fall バッチ性能!!劇的ビフォーアフター
hayashiyuu1
1
370
プロダクト負債と歩む持続可能なサービスを育てるための挑戦
sansantech
PRO
1
320
Featured
See All Featured
Scaling GitHub
holman
463
140k
No one is an island. Learnings from fostering a developers community.
thoeni
21
3.5k
Testing 201, or: Great Expectations
jmmastey
46
7.8k
Java REST API Framework Comparison - PWX 2021
mraible
34
9k
Embracing the Ebb and Flow
colly
88
4.9k
GraphQLとの向き合い方2022年版
quramy
49
14k
Statistics for Hackers
jakevdp
799
220k
How to Ace a Technical Interview
jacobian
280
24k
We Have a Design System, Now What?
morganepeng
54
7.9k
Stop Working from a Prison Cell
hatefulcrawdad
272
21k
Navigating Team Friction
lara
190
15k
What's in a price? How to price your products and services
michaelherold
246
12k
Transcript
(VOPTZͷ ࣈओٛΛࢧ͑Δٕज़ Z@NBUTVXJUUFS
͡Ί·ͯ͠ w 5XJUUFS!Z@NBUTVXJUUFS w (VOPTZJOD w J04Πϯϑϥ8FC σβΠϯਪનΤϯδϯߏங গ͠"OESPJE w
,JOFTJTΩʔϘʔυѪͯ͠Δ w Α͘ਖ਼࠲ͯ͠Δ
(VOPTZͬͯʁ w ʮ͋ͳͨͷใऩूΛ ͬͱշదʹʯ w ຖ͋ͳͨʹ߹Θͤͨ χϡʔεΛ͓ಧ͚ͯ͠ ·͢ w ࠓձһສਓ
ࠓͷ w(VOPTZͷӡ༻ͰͬͯΔ͜ͱʹͭ ͍ͯɺΏΔͬͱͨ͠ w ׳ྫͷͳ͔ͬͨνʔϜͰͷͳͷͰɺ͔͢͠Δͱ વͳͷՄೳੑʜ ˞ࠓճࡉ͔͍ਪનٕज़ͷͱ͔͠·ͤΜ
(VOPTZͷࣾ܇ͷҰͭ
ࣈਆΑΓਖ਼͍͠
ࣈʹجͮ͘ӡ༻ wશͯͷվળඪʹै͏ w৽ͨͳػೳఏڙʹӨڹ͢Δ Λ໌֬ʹ͢Δ
ࣈͰӡ༻͢ΔͨΊʹ
ͬͯΔπʔϧ
1ZUIPO ղੳ ɺ +BWBTDSJQU .BQ3FEVDF 3VCZ 8FC6*
࡞ͬͨͷ
,1*πʔϧ ϑΝωϧ
,1*πʔϧ wͬͯΔ͜ͱ w ຖ൩ඞཁͳ,1*Λ.POHP%#ͷ NBQ3FEVEFͰूܭ wͰ͖Δ͜ͱ w 3BJMTͱ.POHPJEͰऑͷ,1*Λৗʹ ֬ೝͰ͖ͨΓɺ$47Ͱམͱͨ͠Γ
ཧ͍ͯ͠Δ,1*ͷҰྫ w%"6ɺ8"6ͳͲ w̋ʹొͨ͠Ϣʔβʔ͕ࠓ̋ ͍ͬͯΔ͔ wϢʔβʔͷར༻࣌ؒଳʜFUD
0" 10" 20" 30" 40" 50" 60" 70" 80" 90"
1" 2" 3" 4" 5" 6" 7" 8" 9" 10" 11" 12" 13" 14" 15" 16" 17" 18"
,1*πʔϧʹΑΔԁͳ৫ӡӦ wඇΤϯδχΞνʔϜ,1*Λҙࣝ͢Δ wϢʔβʔ֫ಘʹͭͳ͕Δࢪࡦ͕ͲΜͳ ӨڹΛͨΒ͍ͯ͠Δ͔ wྫ͑ࠂͰϢʔβʔΛऔͬͨ࣌ʹ ͲΜͳӨڹ͕͔͋ͬͨɺΤϯδχΞ Ͱͳ͔ͯ͘ΔΑ͏ʹɻ
ϑΝωϧͬͯʁ ͜Ε͕େࣄ
Ϣʔβʔ͕ ʑͲΜͳߦಈΛ͠ Ͳ͏ͬͯඪʹୡ͢Δ͔ ࣈͰ͏ͨΊͷࢦඪ ͬ͘͟Γݴ͏ͱɺ
Ϣʔεέʔε $&0ʮπΠʔτ͔ΒͬͱϢʔβʔऔΓ ͍ͨΜ͚ͩͲʯ Զʮ͍ʯ
࣮ࡍʹӡ༻͔ΒಘΒΕͨ ͰϑϩʔਤΛॻ͍ͯ͘
࣮ࡍʹ࡞ͬͯΈͨ ˞ࣈͱ͔ભҠ࣮ࡍͷͰͳ͍Ͱ͢
લɿϢʔβʔ͕αʔϏεΛͲ͏ͬͯ πΠʔτʹࢸΔ͔
ޙɿπΠʔτ͔ΒͲ͏ͬͯ ίϯόʔδϣϯʹࢸΔ͔
վળͯ͠ΈΔ "OESPJE͔Β πΠʔτ͘͢͠͠Α͏ ϞόΠϧϖʔδͷ $73্͛Α͏
Ͳ͏ͬͯ࡞ͬͯΔͷ w&YDFM w,1*πʔϧʹࣈେଗͬͯΔͷͰ ͔ͦ͜Βநग़ɺΤϯδχΞ͡Όͳͯ͘ Ͱ͖ΔΑ͏ʹͯ͋͠Δ w՝ wຖճԹ͔Έͷ͋Δख࡞Γ&YDFMද
ϑΝωϧͰ֤νʔϜΛܨ͛Δ wվળͷίετύϑΥʔϚϯε͕ࣄલʹ ఆͰ͖Δ w୭͕Կʹد༩ͯ͠Δͷ͔໌֬ʹͳΔ w݁ՌͲΕ͚ͩߩݙͨ͠ͷ͔໌֬ʹͳΔ
͜Ε·Ͱͷ࣮ࡍͷ۩ମྫ w ొϑϩʔʹ͓͍ͯɺ4/4ొޙͷϝʔϧొ ͕ʹӨڹ͍ͯͨ͠ ϝʔϧొΛআ͍ͯશମͷ,1*తʹ্ঢ ʹد༩͢Δͱ͙͢Θ͔ͬͨͷͰϝʔϧొ ແͨ͘͠
ࣈʹԊͬͨӡ༻Ͱ ແବͳ͘ਝվળ
ͦΜͳ(VOPTZͰ ࠓΤϯδχΞΛืूͯ͠·͢
ࠂ ຖिਫ༵ػցֶशܥͷษڧձΛ ࣾͰͬͯ·͢ ͝ڵຯ͋Δํ͍ͭͰͲ͏ͧʂ
͓ΘΓ