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
4.7k
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
MCPは普及するのか? 課題と使い所
kenn
0
280
Other Decks in Programming
See All in Programming
イベントストーミングのはじめかた / Getting Started with Event Storming
nrslib
1
580
Building AI with AI
inesmontani
PRO
0
200
flutter_kaigi_2025.pdf
kyoheig3
1
330
The Missing Link in Angular's Signal Story: Resource API and httpResource
manfredsteyer
PRO
0
130
TVerのWeb内製化 - 開発スピードと品質を両立させるまでの道のり
techtver
PRO
3
1.1k
Honoを技術選定したAI要件定義プラットフォームAcsimでの意思決定
codenote
0
240
Rails Girls Sapporo 2ndの裏側―準備の日々から見えた、私が得たもの / SAPPORO ENGINEER BASE #11
lemonade_37
2
160
高単価案件で働くための心構え
nullnull
0
140
Flutterアプリ運用の現場で役立った監視Tips 5選
ostk0069
1
460
詳細の決定を遅らせつつ実装を早くする
shimabox
1
1.2k
AI駆動開発ライフサイクル(AI-DLC)のホワイトペーパーを解説
swxhariu5
0
1k
What’s Fair is FAIR: A Decentralised Future for WordPress Distribution
rmccue
0
180
Featured
See All Featured
Build The Right Thing And Hit Your Dates
maggiecrowley
38
2.9k
The Illustrated Children's Guide to Kubernetes
chrisshort
51
51k
Visualization
eitanlees
150
16k
Imperfection Machines: The Place of Print at Facebook
scottboms
269
13k
Scaling GitHub
holman
463
140k
Done Done
chrislema
186
16k
Improving Core Web Vitals using Speculation Rules API
sergeychernyshev
21
1.3k
Building a Scalable Design System with Sketch
lauravandoore
463
33k
How To Stay Up To Date on Web Technology
chriscoyier
791
250k
Principles of Awesome APIs and How to Build Them.
keavy
127
17k
Designing for humans not robots
tammielis
254
26k
Making Projects Easy
brettharned
120
6.5k
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