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
AI駆動開発の現在と未来
Search
Kenn Ejima
December 04, 2025
390
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
AI駆動開発の現在と未来
Kenn Ejima
December 04, 2025
More Decks by Kenn Ejima
See All by Kenn Ejima
MCPは普及するのか? 課題と使い所
kenn
0
360
生成AI時代のフルスタック開発
kenn
12
5.6k
Featured
See All Featured
実際に使うSQLの書き方 徹底解説 / pgcon21j-tutorial
soudai
PRO
201
75k
Mind Mapping
helmedeiros
PRO
1
270
For a Future-Friendly Web
brad_frost
183
10k
How to make the Groovebox
asonas
2
2.3k
Google's AI Overviews - The New Search
badams
0
1.1k
Reflections from 52 weeks, 52 projects
jeffersonlam
356
21k
Groundhog Day: Seeking Process in Gaming for Health
codingconduct
0
230
Everyday Curiosity
cassininazir
0
250
DevOps and Value Stream Thinking: Enabling flow, efficiency and business value
helenjbeal
1
250
What’s in a name? Adding method to the madness
productmarketing
PRO
24
4.1k
More Than Pixels: Becoming A User Experience Designer
marktimemedia
3
460
We Have a Design System, Now What?
morganepeng
55
8.2k
Transcript
None
"*ۦಈ։ൃͷݱࡏͱະདྷ Kenn Ejima (@kenn) ࣦഊ͠ͳ͍όΠϒίʔσΟϯάͱ
w ࡀΑΓϓϩάϥϛϯά w γϦίϯόϨʔ࣌ʢ-JOHS 1BOLJBʣ w χϡʔϤʔΫ࣌ʢ&.&ʣ w ؼࠃʢ2VPSBʣ w
ੜ"*Ͱ࠶ىۀʢ(JTUB "ENJU"*ʣ Kenn Ejima (@kenn) Full Stack Entrepreneur
None
None
None
7JCF$PEJOHͷ ಄ͱݶք ʮҰൃϙϯग़͠ʯ ͰෳࡶͳΞϓϦΛ࡞ΕΔͷʹ ʮҰຕͷϑΝΠϧʯ ͷमਖ਼͑͞··ͳΒͳ͍ ͜ͱ͕͋Δ
݁Ռʜ͍ΘΜͬͪ͜Όͳ͍ σʔλ࿙ӮɾফࣦͳͲͷॏେࣄ͕݅ଟൃ
ͭͷ՝
՝ɿίϯςΩετഊ ʢ$POUFYU3PUʣ ຖճθϩ͔Βελʔτ աڈͷจ຺Λ࣋ͨͳ͍AIɺͦͷͷࢥ͍͖ͭͰ৽͍͠ύλʔ ϯΛൃ໌࢝͠ΊΔɻ ճͷԟ෮ͰهԱ͕ফ͑Δ LLMͷίϯςΩετΟϯυ༗ݶɻձ͕Ҿ͘ͱॳظͷॏ ཁͳࢦ͕ࣔԡ͠ग़͞ΕɺΕΒΕΔɻ ͢΄ͲյΕΔ मਖ਼ΛॏͶΔ΄ͲίϯςΩετ͕ফඅ͞ΕɺAI͕͞Βʹࠞཚ͢
Δͱ͍͏ѱ॥ɻ
՝ɿϑϥϯέϯγϡλΠϯɾ ΞʔΩςΫνϟ ʮͦͷ͠ͷ͗ʯͷू߹ମ AIશମ࠷దΛΒͳ͍ɻϓϩϯϓτ͝ͱʹҟͳΔϥΠϒϥϦύ λʔϯΛఏҊ͠ɺͭ͗͗ͩΒ͚ͷίʔυϕʔε͕ग़དྷ্͕Δɻ ٕज़ෛ࠴ͷଈ࣌ൃੜ ͋ΔػೳReduxɺผͷػೳContext APIɺ͞Βʹผͷػೳ Zustand... ౷Ұײͷͳ͍ίʔυɺAIࣗࠞཚ͢Δɻ
ಈ͍ͯΔ͚Ͳ୭ಡΊͳ͍ ਓؒAIཧղͰ͖ͳ͍ίʔυɻͳʹ͔Λमਖ਼ͨ͠ΓػೳΛͦ͏ ͱ͢Δͨͼʹશମ͕յΕΔϦεΫΛ๊͑Δɻ
՝ɿݟ͑ͳ͍མͱ݀͠ ίʔυΛॻ͘લʹ٧Ή HomebrewɺDockerɺXcode CLI... AI͕ίʔυΛॻ͍ͯɺಈ ͔͢ڥ͕Θͳ͍ɻ΄ͱΜͲ͕͜͜ͰఘΊΔɻ Τϥʔͷҙຯ͕Θ͔Βͳ͍ EACCES, gyp ERR!,
Connection refused... ඇΤϯδχΞʹͱͬ ͯɺ͜ΕΒͷΤϥʔ֎ࠃޠɻ Βͳ͍͜ͱฉ͚ͳ͍ ηΩϡϦςΟɺύϑΥʔϚϯεɺόοΫΞοϓ... ͷଘࡏΛ Βͳ͚ΕAIʹࢦࣔͰ͖ͳ͍ɻຊ൪Ͱരൃ͢Δɻ
ͭͷݻఆ
WebʹϑΥʔΧε ԿΠϯετʔϧͤͣʹؾܰʹͬͯΒ͏ͳΒWebҰɻ· ͣ൚༻ੑͷߴ͍WebΞϓϦ͔Β࢝ΊΔͷ͕ؒҧ͍ͳ͍ɻ γϯϓϧͳ։ൃڥ VS CodeޓͷΤσΟλͱNode.js͕͋Ε։ൃ࢝ΊΒΕΔɻ ར༻͢ΔπʔϧΛ࠷খݶʹ͢Δ͜ͱͰτϥϒϧΛݮΒ͢ɻ ϑϧελοΫͷϑϨʔϜϫʔΫΛ͏ όοΫΤϯυͱϑϩϯτΤϯυΛAPIͰ͢ΔͱAI͕ؒҧ͑Δ εϙοτ͕૿͑ΔɻಉҰϑΝΠϧͰ྆ํѻ͑Δͷ͕ϕετɻ
ݻఆɿٕज़ελοΫͷݻఆ
ݻఆɿίʔυϕʔεͰݻఆ ίʔυ͕هԱʹͳΔ AIͷձফ͑Δ͕ɺίʔυΔɻنύλʔϯ͕ίʔυʹຒΊ ࠐ·Εɺੵ͞Ε͍ͯ͘ɻ ͍ͭͷॻ͖ํΛϧʔϧԽ͢Δ ίʔυϕʔεͷنΛAGENTS.mdCLAUDE.mdʹڽॖɻAIຖճ ͔͜͜Β࢝·Δɻ طଘίʔυ͕͓खຊʹͳΔ ͘ಡΈ͍͢ίʔυɺؔ࿈͢Δͷۙ͘ʹஔɻAI͕ࢀর͢͠ ͍ߏΛͭ͘Δɻ
ݻఆɿඇػೳཁ݅ͷݻఆ αΠόʔηΩϡϦςΟ ηΩϡϦςΟख़࿅ΤϯδχΞͰΦϨΦϨ༷Λߟ͍͑ͯ ͚ͳ͍ͱ͍͏ڭ܇͕͋ΔɻϕετϓϥΫςΟεʹै͏ͷΈɻ ύϑΥʔϚϯεɾ҆ఆੑ ΞʔΩςΫνϟͷઃܭ͕ύϑΥʔϚϯεͷ্ݶΛܾΊͯ͠·͏ɻ αΫαΫಈ͘ΞϓϦͷઃܭʹେͳલఏ͕ࣝඞཁɻ োରԠ োඞͣى͖Δɻى͖Δ͔ى͖ͳ͍͔Ͱͳ͘ɺ͍ͭى͖Δ ͔͚ͩɻى͖ͨͱ͖ͷ෮چखॱΛ͓ͬͯ͘ඞཁ͕͋Δɻ
None
https://gistajs.com
(JTUBKT ඇΤϯδχΞ͚ "*ϑΝʔετ8FCΞϓϦ։ൃΩοτ
(JTUBKTͰఏڙ༧ఆͷςϯϓϨʔτ CMSɾϒϩά ࣾϫʔΫϑϩʔ AIνϟοτϘοτ ECγϣοϐϯά
(JTUBKT ηοτΞοϓ͕؆୯ ϩʔΧϧVS Code, Node.js, Githubͷ3͚ͭͩ XcodeෆཁɺHomebrewෆཁɺDockerෆཁ ։ൃɾϝϯς͕؆୯ ϩάΠϯɺαΠυόʔɺCRUDͳͲͷUI͕ଐ ઐ༻ͷAGENTS.md,
CLAUDE.mdΛඪ४Ͱఏڙ σϓϩΠ͕؆୯ mainϒϥϯνʹϚʔδͰࣗಈσϓϩΠ એݴతϚΠάϨʔγϣϯʹΑΔDBཧ ແྉɾΦʔϓϯιʔε Github, Vercel, TursoશͯແྉͰར༻Մೳ ※ ֦ுػೳ༗ঈͰఏڙ༧ఆ
w5FDI4UBDL w 3FBDU3PVUFSW w %SJ[[MF03. 42-JUF-JC42- w 5BJMXJOEWEBJTZ6* w%FQMPZNFOU
w 7FSDFM w 5VSTP w $MPVE fl BSF (JTUBKT