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
生成AI時代のフルスタック開発
Search
Kenn Ejima
May 14, 2025
Programming
12
5.3k
生成AI時代のフルスタック開発
Kenn Ejima
May 14, 2025
Tweet
Share
More Decks by Kenn Ejima
See All by Kenn Ejima
AI駆動開発の現在と未来
kenn
0
290
MCPは普及するのか? 課題と使い所
kenn
0
330
Other Decks in Programming
See All in Programming
API Platformを活用したPHPによる本格的なWeb API開発 / api-platform-book-intro
ttskch
1
120
Ruby x Terminal
a_matsuda
7
580
The Past, Present, and Future of Enterprise Java
ivargrimstad
0
230
Geminiの機能を調べ尽くしてみた
naruyoshimi
0
200
Claude Code の Skill で複雑な既存仕様をすっきり整理しよう
yuichirokato
1
290
Railsの気持ちを考えながらコントローラとビューを整頓する/tidying-rails-controllers-and-views-as-rails-think
moro
4
370
AI駆動開発の本音 〜Claude Code並列開発で見えたエンジニアの新しい役割〜
hisuzuya
4
480
The Past, Present, and Future of Enterprise Java
ivargrimstad
0
380
2026年は Rust 置き換えが流行る! / 20260220-niigata-5min-tech
girigiribauer
0
220
The Ralph Wiggum Loop: First Principles of Autonomous Development
sembayui
0
3.7k
AI主導でFastAPIのWebサービスを作るときに 人間が構造化すべき境界線
okajun35
0
550
文字コードの話
qnighy
43
17k
Featured
See All Featured
Done Done
chrislema
186
16k
Getting science done with accelerated Python computing platforms
jacobtomlinson
2
130
Easily Structure & Communicate Ideas using Wireframe
afnizarnur
194
17k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
31
2.7k
First, design no harm
axbom
PRO
2
1.1k
Conquering PDFs: document understanding beyond plain text
inesmontani
PRO
4
2.4k
GraphQLとの向き合い方2022年版
quramy
50
14k
Paper Plane
katiecoart
PRO
0
47k
So, you think you're a good person
axbom
PRO
2
1.9k
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
52
5.9k
Pawsitive SEO: Lessons from My Dog (and Many Mistakes) on Thriving as a Consultant in the Age of AI
davidcarrasco
0
80
Data-driven link building: lessons from a $708K investment (BrightonSEO talk)
szymonslowik
1
950
Transcript
ٕज़ͷ૯߹֨ಆٕ ੜ"*࣌ͷϑϧελοΫ։ൃ ߐౡ݈ଠ "ENJU"*
w ࡀΑΓϓϩάϥϛϯά w γϦίϯόϨʔ࣌ʢ-JOHS 1BOLJBʣ w χϡʔϤʔΫ࣌ʢ&.&ʣ w ؼࠃʢ2VPSBʣ w
ੜ"*Ͱ࠶ىۀʢ(JTUB "ENJU"*ʣ Kenn Ejima Full Stack Entrepreneur
None
None
None
ੜ"*ͰΤϯδχΞ ෆཁʹͳΔʁ
ϋΠεϖΑΓߴڅʹ
ΤϯτϦʔڱ͖ʹ
None
None
None
ࣄۀຊମ͕Ṷ͔Βͳ͚Εڅ༩্͕Βͳ͍
"*ͰιϑτΣΞ։ൃ͕Ճͨ͠ ະདྷʹԿ͕ى͖Δͷ͔ʁ
গਫ਼ӶԽԽ
#ʢԯԁʣͷՁΛ࣋ͭ ਓձ͕ࣾੜ͢Δͷ͍͔ͭʁ
ਓͰશ෦Δ ʹ ϑϧελοΫԽ
None
ϑϧελοΫԽ ʹ ελοΫͷ؆ૉԽ
ٕज़ελοΫͷ؆ૉԽ w ϑϩϯτˍόοΫඞཁʁ w εςʔδϯάڥඞཁʁ w $*$%ඞཁʁ w ςετΧόϨοδඞཁʁ w
%PDLFSඞཁʁ w )PNFCSFXඞཁʁ ͜Ε·ͰͷৗࣝΛٙ͏
Ұൠతͳ։ൃελοΫ w ։ൃڥ w 9DPEF w )PNFCSFX w %PDLFS 1PTUHSFT
3FEJT w ϥϯλΠϜϚωʔδϟʢ7PMUB VWʣ w ΤσΟλʢ74$PEF $VSTPSʣ w σϓϩΠڥ w Ϋϥυʢ"84 ($1ʣ w ֎෦πʔϧʢ4USJQF 1PTU)PH 4FOUSZʣ w ͦͷଞΖΖ ڥߏஙॳݟࡴ͠
6MUSB-JHIU4UBDL w ։ൃڥ w 74$PEF w 7PMUB w 42-JUF w
σϓϩΠڥ w 1BB4 3FOEFS w 42-JUFϑΝΠϧ w ΞοϓϩʔυͷཧՄೳ ϩδΧϧʹ؆ૉԽΛಥ͖٧ΊΔ
42-JUF w 1PTUHSFT.Z42-ͷ w ϓϩδΣΫτ͝ͱʹ%PDLFSίϯςφ͕ඞཁ w ϓϩδΣΫτݸΛര։ൃɾඇΤϯδχΞ ͕Խ͢Δ࣌ʹ͙ͦΘͳ͍ w 42-JUFͨͩͷECϑΝΠϧ
w EFWαʔόʔΛىಈͯ͠Δ͚ؒͩϝϞϦʹϩʔ υ͞Εɺऴྃ͢Εফ͑Δ w ϓϩηε͕ෳʹͳΔͱ͖ʹϑΝΠϧϩοΫ w αʔόʔ͕ෳʹͳΔͱ͖ʹ-JC42-5VSTP ΞοϓάϨʔυ %PDLFS,JMMFS
"*Ͳ͏औΓೖΕΔʁ w ໘Ϟσϧͷࢀೖػձͳ͍ w ڊେͳ--.ͷສೳԽʹΑΓશͯͷࢢ͕৯͍ߥΒ͞Εɺط ଘͷ"*.-ελοΫͷෛ࠴Խ͕ਐߦத w (16ΦʔϓϯϞσϧʹࢿ͢Δͷݚڀ৬Ҏ֎Ͱඇݱ ࣮తɺ͗͢Δɾૣ͗͢Δ w
ΞϓϦͰૉৼΓ͓ͯ͘͠͠ w ϚϧνϞʔμϧͰจࣈɾԻɾಈըͳͲ͕ϦΞϧλΠϜͰѻ ͑ΔΑ͏ʹͳ͍ͬͯΔ w ϞσϧόοΫΤϯυͰͳ͘ϑϩϯτΤϯυɺ6*69ͷ Πϊϕʔγϣϯ͕࠷ॏཁ w --.Λݺͼग़͢ͷ͔ɺ--.͔Βݺͼग़͞ΕΔͷ͔ʢ.$1ʣ w 44&ɺ8FC4PDLFUTɺ8FC35$ɺ0QUJNJTUJD+40/ύʔ αʔͳͲͷཁૉٕज़ "*ΤϯδχΞ.-ΤϯδχΞ
ࢥߟաఔ w ϒϥβ+4ඞਢʹߜΓࠐΉͳΒ+4͕ୈҰબ w ࣗͷۀ࣌ɺ1ZUIPOͰಠࣗ"*ϞσϧΛճ͢ͷ͕ඞਢʹͳΔͱߟ͑ͯόοΫΤϯυ Λ1ZUIPO'BTU"1*ʹ͍ͯͨ͠ˠޙʹ54ϑϧελοΫϦϥΠτͨ͠ w ֎෦"1*ݺͼग़͠--.ग़ྗͳͲݱతͳΞϓϦ*0όϯυɺ+4ϥϯλΠϜͷΠ ϕϯτϧʔϓʴඇಉظ͕͍ͯΔʢαʔόʔଆͰͷ$16ϝϞϦͷফඅখ͍͞ʣ w
/HJOYͷׂʢϑΝΠϧ৴ʣ݉ͶΒΕΔϩʔΧϧͷϑΝΠϧγεςϜͰΞο ϓϩʔμʔ݁͢Δ͜ͱ͕ҰԠՄೳ w ࠷৽ੜ"*πʔϧͷ΄ͱΜͲ͕+454PS1ZUIPO4%,Ͱఏڙ͞ΕΔ w 1SPCMFN"SDIJUFDUVSF'JU͕࠷ద
ࢥߟաఔ w 4UBHJOHͷׂʹ1SPEͰ͔͠ى͖ͳ͍ͷఅ w γϯϓϧͳελοΫͰͦͦൃੜ͠ͳ͍ w Ή͠Ζ13ΛϨϏϡʔ͢ΔͨΊͷ1SFWJFXڥͷ΄͏͕ॏཁ w ڥ͕EFWQSPE͚ͩʹߜΒΕΔ͜ͱͷೝෛՙܰݮ େ͖͍
w ϑϩϯτPSόοΫ Y EFW QSPE TUBHJOH ڥ w ϑϧελοΫ Y EFW QSPE ڥ w গਫ਼ӶͰYݸͷϓϩδΣΫτΛϝϯς͢Δ࣌ʹʜʁ
ࢥߟաఔ w ςετͷίεύ͕ѱ͘ͳͬͨ w 6*69ͷݴޠԽ͠ʹ͍͘ʮෆշײʯͦͦςετॻ͖ʹ ͍͘ w ςετෛ࠴Խ͢ΔˠαΠϯΞοϓܾࡁͳͲਂ͍ϑϩʔͷ &&͚ͩͰे w
7JCFDPEJOHͷྲྀߦͰɺ"*ʹ·ͣςετΛॻ͔ͤΔςετɾ ϑΝʔετ෮׆ͷஹ͠ʁ
w ٕज़ελοΫ w 3FNJY3FBDU3PVUFSW w %SJ[[MF03. 42-JUF-JC42- w 5BJMXJOEW
w EBJTZ6*TIBEDO.BHJD6* FUD w σϓϩΠڥ w 3FOEFS w 5VSTP w $MPVE fl BSF 6MUSB-JHIU4UBDL
w 3FBDU3PVUFSW w /FYUKTΑΓѹతʹγϯϓϧ w 3VCZPO3BJMT͕ొͨ͠ͱ͖ͷײಈ͕ΑΈ͕͑Δ w )5.- +BWB4DSJQU $44
αʔόʔॲཧϑΝΠϧʹ
w 5ZQF4DSJQU࠷େͷऑͩͬͨ03.͕͍ͭʹܗ w 42-JUF-JC42-5VSTPʹରԠ w "DUJWF3FDPSE෩ͷҥߏจΛࣗ࡞ͨ͠
w ࢦఆϒϥϯνͷHJUQVTIͰࣗಈσϓϩΠ w 7FSDFMͳͲͷαʔόʔϨεͱҧ͍ɺී௨ͷ/PEFKTαʔόʔ͕ಈ͘ w ࣌ؒଓʹରԠʢ·Ͱͷ)551 44& 8FC4PDLFUT 8FC35$ʣ w
ϓϥΠϕʔτωοτϫʔΫͰ֤छαʔϏεΛηΩϡΞʹଓ w ैྔ՝ۚͱൺͯίετͷݟੵΓ͕؆୯ w ӬଓԽσΟεΫΛ༩Ͱ͖ΔͷͰ42-JUFը૾ϑΝΠϧҰׅཧՄೳ
w 42-JUFΛαʔόԽ͢Δ-JC42-Λ։ൃ͍ͯ͠Δاۀ w ϩʔΧϧͰ42-JUFϑΝΠϧͰ։ൃɺຊ൪Ͱ-JC42-Ͱεέʔϧ w Ϋϥυ൛σʔλϕʔεݸ·Ͱແྉ w &YDFMϑΝΠϧΛ࡞Δؾܰ͞ͰYݸͷϓϩδΣΫτΛ࡞͍ͬͯ͘ ੜ"*࣌ʹ࠷ॏཁͱͳΔϐʔε
w ϑΝΠϧετϨʔδʴ$%/ͱͯ͠ͷ$MPVE fl BSF3 w "844ΑΓ҆ՁʢΤάϨεແྉʣ͔͍͍ͭ͢ w 1SFTJHOFE1PTUʹΑΔϒϥβ͔ΒͷΞοϓϩʔυʹରԠ w αʔόʔϨεٕज़ͱͯ͠ͷ$MPVE
fl BSF8PSLFST w 7*TPMBUFܰྔͰ44-ϋϯυγΣΠΫͷؒʹىಈ͕ऴΘΔͷͰ࣮࣭ίʔϧυελʔτͳ͠ w ඇৗʹ༗͕ͩɺݱ࣌Ͱϓϩϓϥͳ੍͕ଟ͍ͨΊ͍ͬͨΜબ֎ w ൚༻Ϋϥυͱͯ͠ͷ"84($1ͷସબࢶͱͯ͠ٸʹ·͍ͬͯΔ
ੜ"*࣌ͷਖ਼ղ ·ͩ୭ʹΘ͔Βͳ͍
None
None
None
None