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
Service development for users
Search
Ryo Katsuma
December 19, 2013
Technology
34k
69
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
Service development for users
Ryo Katsuma
December 19, 2013
More Decks by Ryo Katsuma
See All by Ryo Katsuma
The past and future of cookpad mart service development
katsuma
1
1.1k
What we learned from our failure at Cookpad Mart to increase the probability of success in product development
katsuma
0
3.5k
Overview and challenge of Cookpad Mart in 2022
katsuma
0
11k
Technology infrastructure and development organization supporting Cookpad Mart
katsuma
0
640
Description of Cookpad Mart for engineers
katsuma
0
1.8k
Rails for backend of fresh EC platform "Cookpad Mart"
katsuma
3
3.5k
Service development process for Cookpad Mart
katsuma
1
570
What is "engineer to manager" ?
katsuma
13
9.1k
Problems of Fresh Market's EC
katsuma
0
300
Other Decks in Technology
See All in Technology
AGENTS.mdとSkillsで始めるAIエージェント活用
sonoda_mj
3
210
ACE-Step-1.5で見る 音楽生成AIのしくみと“破綻だけ直す”Retake機能の開発【zennfes spring 2026 登壇資料】
personabb
1
450
SONiCで構築・運用する生成AI向けパブリッククラウドネットワーク ~実装編~
sonic
0
210
RAG を使わないという選択肢
tatsutaka
1
230
【Snowflake Summit 2026 Recap!!】Snowflake Summit Deep Dive: Security & Governance
civitaspo
1
170
LayerX コーポレートエンジニアリング室におけるサプライチェーンセキュリティへの取り組み / Supply Chain Security at LayerX Corporate Engineering
yuyatakeyama
1
270
フィジカル版Github Onshapeの紹介
shiba_8ro
0
220
機械学習を「社会実装」するということ 2026年夏版 / Social Implementation of Machine Learning June 2026 Version
moepy_stats
5
2.4k
AmazonRoute 53ではじめてのドメイン取得!HTTPS化までの道のりを整理してみた
usanchuu
3
140
連合学習と機密コンピューティング
lycorptech_jp
PRO
0
120
Socrates × Looker 〜セマンティックレイヤーで進化するデータ分析エージェント〜
hanon52_
3
2.3k
MUSUBI 田中裕一『AIと共に行う「しごとのリデザイン」- スモールバックオフィス編』AI Ops Lab #4
musubi
0
180
Featured
See All Featured
Stewardship and Sustainability of Urban and Community Forests
pwiseman
0
230
Fashionably flexible responsive web design (full day workshop)
malarkey
408
66k
Efficient Content Optimization with Google Search Console & Apps Script
katarinadahlin
PRO
1
620
Paper Plane (Part 1)
katiecoart
PRO
0
8.9k
The #1 spot is gone: here's how to win anyway
tamaranovitovic
2
1.1k
Why Mistakes Are the Best Teachers: Turning Failure into a Pathway for Growth
auna
0
160
How to Talk to Developers About Accessibility
jct
2
230
SERP Conf. Vienna - Web Accessibility: Optimizing for Inclusivity and SEO
sarafernandez
2
1.5k
Ten Tips & Tricks for a 🌱 transition
stuffmc
0
130
Save Time (by Creating Custom Rails Generators)
garrettdimon
PRO
32
3.4k
The Illustrated Guide to Node.js - THAT Conference 2024
reverentgeek
1
380
Navigating the moral maze — ethical principles for Al-driven product design
skipperchong
2
390
Transcript
ϢʔβΛ͍ͨͷͮ͘Γ ΫοΫύουגࣜձࣾ উؒɹ྄
https://speakerdeck.com/katsuma
উؒɹ྄ ϓϨϛΞϜձһࣄۀ෦ΤϯδχΞϦʔμ ༗ྉձһ֫ಘΛϛογϣϯ http://github.com/katsuma
ஶॻ
ΞδΣϯμ wΫοΫύου w։ൃମ੍ wͷͮ͘Γͷߟ͑ํ wαʔϏε։ൃͷ͢͢Ί͔ͨ
ΫοΫύου
ຖͷྉཧΛָ͠Έʹͯ͠ ৺͔ΒͷসإΛ૿͢
None
ສ66݄ ສϨγϐ
ঁੑϢʔβ dঁੑ
None
None
None
։ൃମ੍
৫ମ੍ ৽ن ձһ֫ಘ ͷͤΔ ू٬ ɾ ɾ ɾ
νʔϜମ੍ σΟϨΫλ ΤϯδχΞ ։ൃ ϓϩϞʔγϣϯ αʔϏε։ൃ σʔλੳ ܾࡁ࠷దԽ
ϦϦʔε wܧଓతσϓϩΠ wʴЋͷϦϦʔε w1VMM3FRVFTUϕʔεͷίʔυϨϏϡʔ w$*Ͱςετ͕௨ͬͨϦϏδϣϯ͚ͩ σϓϩΠՄೳ ࢀߟɿIUUQTTQFBLFSEFDLDPNUBLBJDPOUJOVPVTEFMJWFSZJODPPLQBE
ͷͮ͘Γͷߟ͑ํ
ͷͮ͘Γࡾݪଇ
ͷͮ͘Γࡾݪଇ wແݴ࣮ߦ wແݴޠԽ wαʔϏεʹஈΛ͚ͭΔ
ແݴ࣮ߦ wެ։લͷαʔϏεʹ͍ͭͯઆ໌͠ͳ͍ wϢʔβ͞Μͨͪʹෆඞཁͳෆ҆ wͯ͢ͷ࣌ؒ࠷ߴͷͷͮ͘Γʹ w࠷ޙͷ࠷ޙ·ͰվળΛڪΕͳ͍
ແݴޠԽ wػೳΛݴ༿Ͱઆ໌͠ͳ͍ wඵͰཧղ͞Εͳ͍ΠϯλʔϑΣʔεº wϔϧϓ'"2ͰޡຐԽ͞ͳ͍ wͦͦͦΜͳͷಡ·Εͳ͍
αʔϏεʹஈΛ͚ͭΔ wͲΜͳͷʹஈΛ͚ͭͯߟ͑Δ wʮແྉ͔ͩΒେৎʯͷߟ͑Ͱෛ͚ wʮ͓ۚΛͬͯͰ͍͍ͨͷʯ͕ ແྉͩͱ͡ΊͯΘΕΔ
αʔϏε։ൃͷ ͢͢Ί͔ͨ
ϢʔβͷཉٻΛͱʹ՝ͱ ղܾࡦ͕࣋ͭՁΛઃఆ ղܾࡦΛܗʹͨ͠ͷΛɺݶఆͨ͠ Ϣʔβʹར༻ͯ͠Β͍ՁΛݕূ ར༻σʔλΛݟͳ͕ΒɺํੑΛ ਵ࣌ݟ͠
None
5)&-&"/45"3561 wαʔϏε։ൃͷ͢͢Ίํͷࢦ w&SJD3JFTఏএͷϓϩηε w͜ͷΓํͰඞͣޭʹ୧Γͭ͘ˠº wࣦഊΛલఏʹɺࣦഊ͔Β͍͔ʹૣ͘ ແବͳ͘ޭʹ୧Γ͚ͭΔ͔
5)&-&"/45"3561 wࣾͷڞ௨ݴޠ wཧղ͍ͯ͠ͳ͍ͱɺձʹͳΒͳ͍ wʮੲ͔Βࢼߦࡨޡͨ͠ʹ୧Γ͍ͭͨ ํ๏ΛମܥԽɺݴޠԽͨ͠ͷʯ
ϢʔβͷཉٻΛͱʹ՝ͱ ղܾࡦ͕࣋ͭՁΛઃఆ ϑϩʔͱͷൺֱ ղܾࡦΛܗʹͯ͠ͷΛɺݶఆͨ͠ Ϣʔβʹར༻ͯ͠Β͍ՁΛݕূ ར༻σʔλΛݟͳ͕ΒɺํੑΛ ਵ࣌ݟ͠
ϢʔβͷཉٻΛͱʹ՝ͱ ղܾࡦ͕࣋ͭՁΛઃఆ ϑϩʔͱͷൺֱ ղܾࡦΛܗʹͯ͠ͷΛɺݶఆͨ͠ Ϣʔβʹར༻ͯ͠Β͍ՁΛݕূ ར༻σʔλΛݟͳ͕ΒɺํੑΛ ਵ࣌ݟ͠
ՁԾઆɺԾઆ
ϢʔβͷཉٻΛͱʹ՝ͱ ղܾࡦ͕࣋ͭՁΛઃఆ ϑϩʔͱͷൺֱ ղܾࡦΛܗʹͯ͠ͷΛɺݶఆͨ͠ Ϣʔβʹར༻ͯ͠Β͍ՁΛݕূ ར༻σʔλΛݟͳ͕ΒɺํੑΛ ਵ࣌ݟ͠
ՁԾઆɺԾઆ #.-ϧʔϓɺ.71
ϢʔβͷཉٻΛͱʹ՝ͱ ղܾࡦ͕࣋ͭՁΛઃఆ ϑϩʔͱͷൺֱ ղܾࡦΛܗʹͯ͠ͷΛɺݶఆͨ͠ Ϣʔβʹར༻ͯ͠Β͍ՁΛݕূ ར༻σʔλΛݟͳ͕ΒɺํੑΛ ਵ࣌ݟ͠
ՁԾઆɺԾઆ #.-ϧʔϓɺ.71 1JWPU
Ծઆͷݕূ idea product data Build Measure Learn
Ծઆͷݕূ idea product data Build Measure Learn ՁԾઆ .71 ଌఆ
1JWPU
ੜΈग़͢αʔϏε wϢʔβͷ՝ղܾʹجͮ͘ͷ wΫοΫύουʮࠓͳʹ৯Α͏ʁʯͷ ՝Λղܾ wԾઆΛཱͯΔͱ͖ɺඞͣϢʔβͷ ՝ղܾʹ݁ͼ͔ͭ͘
ՁԾઆγʔτ w Ϣʔβ @@@@@@@@@@@ w ཉٻ @@@@@@@@@@@ ͠ ͍͕ͨɺ w
՝ @@@@@@@@@@@ Ͱ͖ ͳ͍ͷͰɺ w ͷಛ @@@@@@@@@@ ͜ͱ ʹՁ͕͋Δ
࣮ྫϨγϐͷਓؾݕࡧ w Ϣʔβ ϨγϐΛ͕͢͞Ϣʔβ w ཉٻ ࠓͷϝχϡʔΛૣܾ͘Ί͍͕ͨɺ w ՝ ଟ͘ͷϨγϐ͔ΒܾΊΒΕͳ͍ͷͰɺ
w ͷಛ ਓؾϨγϐΛ୳ͤΔݕࡧػೳʹ Ձ͕͋Δ
ՁԾઆ wͬͯΈΔͱɺ͔ͳΓ͍͠ w՝ͱͷಛ͕ݴ͍͚͑ͨͩʹͳΓ͕ͪ wࣗͨͪͷԾઆ͕ࢦ͢ํੑ͕ఆ·Δ
ͪͳΈʹ wαʔϏε։ൃ͚ͩͰͳ͘ɺ৫ͷ ՝ղܾʹར༻ wྫΤϯδχΞͷιϑτΣΞςετ ͷମܥతͳࣝΛ্͍ͤͨ͞
wϢʔβɺ wαʔϏεͷར༻தʹ͕͔ͬΓͨ͘͠ͳ͍͕ɺ wҙਤ͠ͳ͍όά͕ೖΓࠐΜͰ͠·͏ͷͰɺ w։ൃऀ͕ιϑτΣΞςετΛֶͿ͜ͱʹ Ձ͕͋Δ
.71 wՄೳͳ͔͗Γখ͞ͳ࿑ྗͱ ࣌ؒͰ։ൃͰ͖Δͷ w࠷༏Εͨ.71ʮ࣮͠ͳ͍ʯ wྫɿखॻ͖ͷνϥγΛ༻ҙͯ͠ݟͤΔ
'MJOUP
'MJOUP
'MJOUP wεϚʔτϑΥϯ͚ϓϩτλΠϓ ։ൃπʔϧ wը૾͚ͩ༻ҙ͢Εߴ࣭ͷ ʮಈ͘ʯϓϩτλΠϓ͕࡞Մೳ wεϚϗΞϓϦαΠτͷαʔϏεͷ .71ͷఆ൪
ଌఆ wݶఆϢʔβΛର w͍͖ͳΓશମϦϦʔε͠ͳ͍ wਓʙඦਓΛநग़ɺݶఆެ։
http://cookpad.github.io/chanko/
$IBOLP wݶఆެ։͢ΔͨΊͷ3BJMTϓϥάΠϯ wࣗͨͪͰඞཁͩͬͨͷͰ։ൃ wطଘͷػೳͱݶఆϢʔβ༻ͷػೳΛซ༻ wຊ൪ͰΤϥʔ͕ग़ͯશମʹӨڹ͕ग़ͳ͍ https://speakerdeck.com/mrkn/chanko
શମϢʔβ ಛఆϢʔβ
σʔλଌఆ w66 wϦςϯγϣϯFUD wࢪࡦ͝ͱʹݕূ͖͢ࣈܾఆ wࣈඞͣ͏
ఆྔతʹఆ w౷ܭత༗ҙࠩఆ w৴པ۠ؒ
ఆੑతʹఆ wϢʔβͷఆ֎ͷཉٻ wϝʔϧͰελοϑʹ৴
1JWPU
1JWPU wϓϩμΫτɺࣄۀʹؔͯ͠ॏཁͳԾઆ ͕৽ͨʹੜ·Εͨͱ͖ͷํస wԾઆΛมߋ͢Δ wΔ͜ͱΛม͑ΔͰͳ͍
ྫΞϨϧΪʔରԠΞϓϦ
wສͷϨγϐ͔ΒɺΞϨϧΪʔࡐྉ Λআ͍ͨϨγϐΛݕࡧ wআڈΞϨϧΪʔࡐྉઐՈ͕म wՁԾઆɿݕࡧ݁ՌͷखؒΛল͚Δ
wສͷϨγϐ͔ΒɺΞϨϧΪʔࡐྉ Λআ͍ͨϨγϐΛݕࡧ wআڈΞϨϧΪʔࡐྉઐՈ͕म wՁԾઆɿݕࡧ݁ՌͷखؒΛল͚Δ ͱ͜Ζ͕
wʮϨύʔτϦʔΛ૿͍ͨ͠ʯ͕ ຊͷཉٻ wʮ࡞Εͳ͍ͱఘΊ͍ͯͨྉཧΛ ࡞ΕΔΑ͏ʹͳΓ͍ͨʯ
wʮϨύʔτϦʔΛ૿͍ͨ͠ʯ͕ ຊͷཉٻ wʮ࡞Εͳ͍ͱఘΊ͍ͯͨྉཧΛ ࡞ΕΔΑ͏ʹͳΓ͍ͨʯ डಈతʹϨύʔτϦʔ͕ ૿͑ΔΈ͕ඞཁʂ
ެ։ޙׂ wશମެ։ͯ͠ΰʔϧͰͳ͍ w͔ͦ͜ΒϒϥογϡΞοϓ wϦϦʔεશମͷ wԠΛݟͳ͕ΒৗʹվળΛܧଓ͢Δ
։ൃख๏ͷৼΓฦΓ wৗʹ࠷దԽΛܧଓ͍ͯ͠Δ wϦʔϯελʔτΞοϓ͜͜ w'MJOUPͷར༻͜͜ ϲ݄ wࣗͨͪͷࣄۀɺνʔϜنʹ ϑΟοτ͢ΔܗΛٻΊଓ͚Δ
େࣄͳ͜ͱ wʮϢʔβͷ՝ղܾʯ͚ͩߟ͑Δ wจԽΛ͔ࠜͤΔʹ͑ଓ͚Δ w࣌ʹڧҾͳൃ৴ඞཁ
·ͱΊ
wʮϢʔβͷ՝ԿʁʯΛపఈతʹ wͷͮ͘Γࡾݪଇ wখ͘͞࡞ͬͯࡉ͔͘ࢼ͢ wՁԾઆ .71 #.-ϧʔϓ 1JWPU
͝ਗ਼ௌ͋Γ͕ͱ͏ ͍͟͝·ͨ͠