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AI駆動開発の現在と未来
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Kenn Ejima
December 04, 2025
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AI駆動開発の現在と未来
Kenn Ejima
December 04, 2025
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Transcript
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"*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
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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
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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