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20251209_WAKECareer_生成AIを活用した設計・開発プロセス
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Ship Features Fearlessly
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syobochim
December 09, 2025
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20251209_WAKECareer_生成AIを活用した設計・開発プロセス
WAKE Career 様の勉強会での発表資料です
syobochim
December 09, 2025
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Transcript
ੜ"*Λ׆༻ͨ͠ ઃܭɾ։ൃϓϩηε !TZPCPDIJN XBLFDBSFFS@ษڧձ
͜ΜΜʂ ͠ΐ΅ͪΉ !TZPCPDIJN "84+BQBO%FMJWFSZ$POTVMUBOU ͓٬༷ͷΞϓϦέʔγϣϯ։ൃͷ͝ࢧԉΛ୲ ஶॻɿʮ͍ͪΜ͍͞͠(JU(JU)VCͷڭຊʯ All opinion are my
own 🤟
ηογϣϯͷରऀͱΰʔϧ ରऀ • ࣮Ͱ͖Δ͕ɺͬͱଞͷఔʹνϟϨϯδ͍ͨ͠ • ੜ"*Λ׆༻ͨ͠։ൃʹڵຯ͕͋Δ • ઃܭͷ͕ࣝͳͥඞཁ͔ΛΓ͍ͨ ΰʔϧ •
ੜ"*Λ׆༻ͨ͠ཁ݅ఆٛʙ։ൃͷҰ࿈ͷྲྀΕΛཧղͰ͖Δ • "*Λͬͯཁ݅ఆٛɾઃܭΛਐΊΔͨΊͷ۩ମతͳΞϓϩʔνΛֶΔ • ࣮Ͱ"*Λ׆͔͠ͳ͕ΒʮઃܭྗʯΛຏ͘ώϯτΛಘΒΕΔ
ੜ"*ͱ։ൃ͢Δ̎ͭͷΞϓϩʔν ਓؒ👦͕ओಋ͢Δ ࣮͠ͳ͕Β "*͕αϙʔτ ίʔυิɾϦϑΝΫλϦϯάఏҊ ࡉ͔͍࣮அਓ͕ؒओಋ "*🤖͕ओಋ͢Δ "*͕࡞ͬͨͷΛਓ͕ؒݕࠪ Ռ"*͕جຊ࡞Δ ਓؒ͋Δ͖࢟ͱϨϏϡʔʹूத
ੜ"*ͱ։ൃ͢Δ̎ͭͷΞϓϩʔν ਓؒ👦͕ओಋ͢Δ ࣮͠ͳ͕Β "*͕αϙʔτ ίʔυิɾϦϑΝΫλϦϯάఏҊ ࡉ͔͍࣮அਓ͕ؒओಋ ☝ "*🤖͕ओಋ͢Δ "*͕࡞ͬͨͷΛਓ͕ؒݕࠪ Ռ"*͕جຊ࡞Δ
ਓؒ͋Δ͖࢟ͱϨϏϡʔʹूத
"*ओಋͰͷ։ൃͱͯૣ͍ • ઃܭ͢Δྗ͕͋Εɺ։ൃ͕ܻҧ͍ʹ্ • ཁ݅ఆٛɾઃܭ͕໌֬ͳΒɺ"*͕େ෦Λ࣮ͯ͘͠ΕΔ • ਓؒʮԿΛ࡞Δ͔ʯͱʮϨϏϡʔʯʹूத͢Δ • ΤϯδχΞʹٻΊΒΕΔྗ͕ ΞʔΩςΫςΟϯάɾΤϯδχΞϦϯάʹγϑτ
• ࡞ۀ࣌ؒͷେ෦͕ίʔυΛॻ͔࣌ؒ͘Β ΤϯδχΞϦϯάΛߟ͑Δ࣌ؒʹγϑτ͍ͯ͠Δ
"*͕ओಋ͢Δํ๏ʹͭ͋Δ • 7JCF$PEJOH ᐆດͳࢦࣔͰର͠ͳ͕ΒਐΊΔ • ༷ۦಈ։ൃ ໌֬ͳ༷Λఆ͔ٛͯ͠ΒਐΊΔ • ࣮લʹʮ༷ʯΛ໌֬ʹఆٛ •
༷Λىʹઃܭɾ࣮ɾςετΛਐΊΔ • ᐆດ͞Λഉআ͢Δ͜ͱͰɺ"*ͷग़ྗ੍্͕͢Δ • ਓʮԿΛ࡞Δ͔ʯʹूதͰ͖Δ
7JCF$PEJOHᐆດͳࢦࣔ ର ྉཧͰྫ͑ͯΈΔͱ ཉ͍͠ͷʢཁ݅ʣϨγϐʢઃܭʣ͕ᐆດͳ··ਐΉ ͷΠϝʔδ͕ڞ༗͞Εͯͳ͍ Կඍௐ͕ൃੜ ˠॳखര͕ͩɺ࣭͕҆ఆ͠ͳ͍ ⭕ Կ͕ཉ͍͔͠Θ͔Βͳ͍͔Β৭ʑࢼͯ͠ݟͯΈ͍ͨ ❌
໌֬ʹཉ͍͠ͷ͕ܾ·͍ͬͯΔ߹ԕճΓʹͳΔ
༷ۦಈ։ൃ໌֬ͳ༷Λఆٛ ϨγϐΛߟ͑Δ ਓ👦 "*🤖 • ԿΛ࡞Δ͖͔ΛܾΊΔ ཁ݅ఆٛ • ྉཧखॱ ઃܭ
ΛܾΊΔ ৯ࡐΛݟۃΊΔ ਓ👦 "*🤖 • ਖ਼͍͠৯ࡐͷܾఆ ΞʔΩςΫνϟ ࡞Δɿ"*🤖 • खॱͲ͏ΓʹௐཧʢίʔσΟϯάʣ ຯݟΛ͢Δਓ👦 "*🤖 • ఆ௨Γͷग़དྷ্͕ΓʹͳΔ͔νΣοΫʢϨϏϡʔʣ
ϓϩδΣΫτͰͷମݧ
ϓϩδΣΫτͰͷ՝ • طଘͷγεςϜݹ͍ɾେ͖͍ɻ୭શମΛѲͰ͖ͳ͍ • ݱͷۀ෦ͦΕͧΕ୲͍ͯ͠ΔϓϩηεΛ͍ͬͯΔ͕ શମΛѲ͍ͯ͠Δਓ͍ͳ͍ • ۀքن͕֨มߋ͞ΕΔͨΊɺγεςϜͷมߋ͕ඞਢʢظݶ͋Γʣ • ϚΠφʔݴޠͰॻ͔Ε͓ͯΓɺύʔτφʔاۀʹͯอक։ൃͰ͖Δ
ਓࡐ͕ͲΜͲΜ͍ͳ͘ͳ͍ͬͯͬͨɻ ͦͷͨΊɺϝδϟʔݴޠͰͷ࡞Γ͠Λرɻ ͨͩ͠ɺͦͷ··Ͱͳ͘ۀվળ͍ͨ͠ɻ ど、どうする・・・・? 😰
શମͷਐΊํ ·ͩ·ͩࢼߦࡨޡதʂ &WFOU4UPSNJOH ۀϑϩʔͷՄࢹԽ 3FRVJSFNFOUT ཁ݅ͷཧ ϞοΫͰͷೝࣝ߹Θͤ 👀 3FWJFX
%FTJHO ઃܭ ࣮ํͷ ܾఆ 5BTLMJTU $PEJOH ࣮ॱংͷνΣοΫ ίʔυͷੜ 👀 3FWJFX 👀 3FWJFX "*ओಋ
&WFOU4UPSNJOHͱ υϝΠϯۦಈઃܭͷϓϥΫςΟεͷҰͭ #JH1JDUVSFϞσϧΛ࡞ΔͨΊʹɺ ۀϓϩηεΛՄࢹԽ͢Δ ᝦΛ͍ɺϧʔϧʹԊͬͯ ۀϓϩηεΛ࣌ܥྻʹฒΔ͜ͱͰɺ ؔऀؒʢϏδωεଆɾ։ൃऀͳͲʣͰ ۀࣝΛڞ༗Ͱ͖Δ
%&.0&WFOU4UPSNJOH
ͳͥ &WFOU4UPSNJOHΛ͢Δͷ͔ ϓϩδΣΫτͷ՝ ۀϓϩηε͕ෳࡶɺ͔ͭશମΛѲ͍ͯ͠Δਓ͍ͳ͍ ۀͷશମ૾͕ݟ͍͑ͯͳ͍ͱઃܭ͕͍͠ • εςʔΫϗϧμʔશһͰڞ௨ཧղΛ࡞Δ • "*ʹ͢લʹʮԿΛ࡞Δ͔ʯΛཧղ͢Δ ͜͜શʹਓྗͰΓ·ͨ͠💪
ΈΜͳͷೝ͕ࣝଗͬͨΒ͍Α͍Α ,JSP👻 "84͔Β͝ఏڙ͍ͯ͠Δ ։ൃࢧԉͷੜ"* ΤσΟλͱ$-*ʹͯར༻Մೳ ༷ۦಈ։ൃʹڧΈΛ࣋ͭ 7JCF$PEJOHͰ͖Δ IUUQTLJSPEFWCMPHJOUSPEVDJOHLJSP
ཁ݅ͷ࡞ɿཉ͍͠ͷΛݴޠԽɾ໌ݴԽ 3FRVJSFNFOUTͷׂ • ༷ͷ໌֬Խ • ։ൃͷىͱͳΔυΩϡϝϯτ • ࣍ఔʹ͚ͨ"*ͷ໌֬ͳΠϯϓοτ ϓϩδΣΫτͰͷ࡞ɾमਖ਼ϓϩηε •
&WFOU4UPSNJOHͷՌΛΠϯϓοτʹ,JSPʹͯ࡞ • ੜ͞Εͨཁ݅ϦετΛϕʔεʹը໘ϞοΫΛ,JSP$-*Ͱ࡞͠ ϏδωεଆʹΠϝʔδΛΑΓ۩ମతʹ࣋ͬͯΒ͏ • ཁ݅Ϧετͱը໘ϞοΫΛΠϯϓοτʹϨϏϡʔ͠ɺཁ݅Λमਖ਼ ⭐ ϨϏϡʔ༷ͷଥੑɺυϝΠϯࣝͷζϨΛͳ͘͢ॏཁͳεςοϓ 👀 Review
%&.0SFRVJSFNFOUTϞοΫ
ઃܭͷ࡞ %FTJHOϑΣʔζ • 3FRVJSFNFOUTΛجʹઃܭॻΛ࡞ • ΞʔΩςΫνϟΛܾఆ • ίϯϙʔωϯτΛઃܭ ਓؒʹΑΔϨϏϡʔͷϙΠϯτ •
ΞʔΩςΫνϟͷଥੑ • υϝΠϯϞσϧͷ߹ੑ • ඇػೳཁ݅ͷߟྀ 👀 Review
%&.0%FTJHO
λεΫϦετͷ࡞ 5BTLMJTUͷੜ • %FTJHOΛجʹ۩ମతͳλεΫʹղ • λεΫ͕ཧ͞ΕΔͱ"*औΓΈ͍͢ • ࣮ͷ༏ઌॱҐ͚Λ࣮ߦ ͜ͷ༰ΛϨϏϡʔͯ͠ɺ ͕ͳ͚Ε͋ͱ࣮ߦ͢Δ͚ͩʂ
ੜ"*͕࡞ΓऴΘͬͨͷϨϏϡʔ͢Δ 👀 Review
%&.05BTLMJTU
։ൃମ੍ͱεϐʔυ͕มΘΓͦ͏ ։ൃ ཁ݅֬ೝ ϓϥϯχϯά ϨϏϡʔ Ϗδωεɾ։ൃ ։ൃνʔϜͷΈ XFFL IPVST IPVS
ϏδωεͷΈͰͷ ཁ݅ཧෆཁ ཁ݅ཧ ϏδωεͷΈ YEBZT ։ൃͷ࣌ؒॖͰ͖Δ ͱ͍͏͔ɺϑΟʔυόοΫ͕ िؒޙ͗͢Δʂ ཁ݅Λཧղ͢Δ࣌ؒΛ ͬͱऔΓ͍ͨ ਓͷίϛϡχέʔγϣϯ ίετ͕ݦஶʹ
͜Μͳ։ൃʹͳΓͦ͏ • ؒͰεϓϦϯτΛճ͢ • ։ൃऀ ਓͰेͦ͏ • ։ൃऀ͚ͩͷ࣌ؒ΄΅ઃܭɾ։ൃͷϨϏϡʔʹγϑτ •
ཁ݅ఆٛͱϏδωε؍ͷϨϏϡʔʹͨͬΓ࣌ؒΛ͏ • ٻΊΒΕͨͷΛ͙͢ʹ࡞ͬͯϑΟʔυόοΫΛΒ͑Δ ઃܭ EFTJHO ɾ։ൃ UBTLMJTUT ϨϏϡʔ 5FDI ཁ݅ཧ SFRVJSFNFOUT ϨϏϡʔ #J[ EBZ IPVST ߴʹ·Θ͢
ͲΜͳεΩϧ͕ඞཁʁ
͋Δ͖࢟Λߟ͑ΔͨΊͷεΩϧ • ཁ݅Λཧղ͢Δྗ • Ϗδωεཁ݅Λਖ਼֬ʹѲ͢Δ • ϢʔβʔͷχʔζͱγεςϜͷ߹ੑΛ֬ೝͰ͖Δ • ༷ͷ͔֬ΊํΛ͍ͬͯΔ •
ιϑτΣΞΤϯδχΞϦϯάεΩϧ • ςετͷઃܭɾ࣮ͷଥੑΛ֬ೝͰ͖Δ • ΞϓϦέʔγϣϯΞʔΩςΫνϟͷ݈શੑΛνΣοΫͰ͖Δ • ΞʔΩςΫνϟΛઓུతʹஅͰ͖Δ
ιϑτΣΞΤϯδχΞϦϯάͷൺॏ͕૿͑Δ ࣮ΑΓཁ݅ɾઃܭΛߟ͑Δ࣌ؒͷׂ߹͕૿͑ͨ ྫ͑ʣ • ΠϯϑϥߏΑΓྑ͍ΞʔΩςΫνϟΛબ • υϝΠϯۦಈઃܭ ϏδωεϩδοΫͷઃܭ • ΞϓϦέʔγϣϯɾιϑτΣΞΞʔΩςΫνϟ
อकੑɾ֦ுੑ • ։ൃϓϩηεޮՌతͳϫʔΫϑϩʔઃܭ • ςετઓུ࣭อূͷઃܭ ͦͯ͠ɺ"*͕ੜͨ͠ίʔυΛϨϏϡʔ͢ΔͨΊͷ࣮ͷࣝ
υϝΠϯۦಈઃܭ %%% ͱ υϝΠϯۦಈઃܭͰɺϏδωεαΠυͱ։ൃऀ͕ ಉ͡ݴ༿ΛͬͯۀΛཧղ͠ɺڞ௨ೝࣝΛ࡞͍ͬͯ͘ɻ &WFOU4UPSNJOHͦͷϓϥΫςΟεͷҰͭ ϏδωεΛཧղ͠ɺͦΕΛਖ਼͘͠Ϟσϧɾίʔυʹ͢Δ ۀΛదͳղͰɺؔ৺͝ͱ͕͔ΕΔΑ͏ʹׂͯ͠ γεςϜͷൣғΛ໌֬ʹ۠Δ ࢀߟ͠ΐ΅ϊʔτ
IUUQTTZPCPDIJNIBUFOBCMPHDPNFOUSZ
$MFBO"SDIJUFDUVSFͱ ΞϓϦέʔγϣϯͷ࣮Λ ֤ϨΠϠʔʹ͚Δ ϏδωεϧʔϧΛ࣋ͭίʔυ υϝΠϯ த৺ ʹूΊ ٕज़ཁૉͷӨڹΛड͚ͤ͞ͳ͍ ࢀߟ͠ΐ΅ϊʔτ IUUQTTZPCPDIJNIBUFOBCMPHDPNFOUSZ
%%%Y$MFBO"SDIJUFDUVSFY"* ίϯςΩεταΠζͷରԠ • "*ʹཧղͰ͖Δίʔυྔʹݶք͕͋Δ • %%%ͱ $MFBO"SDIJUFDUVSFΛΈ߹ΘͤΔͱมߋՕॴ͕ݶఆ • Ұ෦ͷίʔυͷΈ"*͕ೝࣝ͢ΕՃɾมߋͰ͖Δ •
࣍ʹԿΛॻ͖͔͘Λ"*͕ਪଌ͍͢͠ • ਓؒϨϏϡʔ͍͢͠ ҰൠతͳϓϥΫςΟεͷΈ߹Θͤʹͳ͍ͬͯΔ • େྔͷֶशσʔλ͕ଘࡏ͍ͯ͠Δ • ʮ$MFBO"SDIJUFDUVSFͰ࣮ͯ͠ʯ͚ͩͰ௨͡Δ
༷ͷਖ਼֬ੑΛ͔֬ΊΔςετ ςετίʔυʮظ͢Δ;Δ·͍ʯͷ໌֬ͳఆٛʹͳΔ • "*ςετΛݟ࣮ͯΛཧղͰ͖Δ • ςετ͕͋Εɺ"*ʹΑΔमਖ਼҆શ • ςετΛՃ͢Δෛՙ"*ʹΑͬͯԼ͛ΒΕΔ ,JSP ͞ΒʹϓϩύςΟϕʔεςετΛॏࢹ
• ʮৗʹΓཱͭੑ࣭ʯΛॻ͘ • ϥϯμϜͳೖྗͰࣗಈతʹԿඦճςετ • ڥք݅ΤοδέʔεΛൃݟͰ͖Δ
ਓ͕͋Δ͖࢟Λఆٛ͢Δ "*ʹͤΒΕΔ͜ͱ • ཁ݅ ઃܭͷཧ • ίʔυ ςετίʔυੜ • ϦϑΝΫλϦϯάఏҊ
ਓ͕ؒஅ͖͢͜ͱ • Ϗδωεͷ༏ઌॱҐ • υϝΠϯࣝͷਖ਼֬ੑ • ΞʔΩςΫνϟͷઓུతબ
·ͱΊ
"*ͱҰॹʹઃܭ͢Δ࣌ "*࣌ͷΤϯδχΞϦϯά • ໌֬ͳ༷Λఆٛɾઃܭ͢Δྗ͕ॏཁͳεΩϧʹ • "*ਓཧղ͍͢͠ઃܭύλʔϯΛબͿ • ࣮қ "*ʹΑͬͯԼ͕ͬͨ ࣮ફͨ͜͠ͱʢ·ͩࢼߦࡨޡதʂʣ
• &WFOU4UPSNJOHͰۀΛՄࢹԽ • ༷ۦಈ։ൃͰ໌֬ͳཁ݅ఆٛɾઃܭΛ࣮ࢪ • %%%$MFBO"SDIJUFDUVSFͰߏԽ • ਓઃܭͱϨϏϡʔʹूத ʮ"*ʹͤΔʯͰͳ͘ ʮ"*ͱҰॹʹઃܭ͢Δʯ
5IBOLZPV !TZPCPDIJN