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生成AIコーディングとの向き合い方、AIと共創するという考え方 / How to deal...
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shiro seike
PRO
June 19, 2025
Programming
1
370
生成AIコーディングとの向き合い方、AIと共創するという考え方 / How to deal with generative AI coding and the concept of co-creating with AI
AIコーディング道場勉強会 #2
https://heroz-job.connpass.com/event/356158/
shiro seike
PRO
June 19, 2025
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Transcript
©Fusic Co., Ltd. CONFIDENTIAL 1 ੜAIίʔσΟϯάͱͷ͖߹͍ํ AIͱڞ͢Δͱ͍͏ߟ͑ 2025.06.19 ਗ਼Ո࢙ @seike460
AIίʔσΟϯάಓษڧձ #2
©Fusic Co., Ltd. 2 ࣗݾհ ͡Ίʹ ਗ਼Ո ࢙ (@seike460) S
H I R O S E I K E גࣜձࣾFusicϓϦϯγύϧΤϯδχΞ/ΤόϯδΣϦετ AWS User Group Leaders AWS Community Builder Serverless - ίϛϡχςΟ - JAWS-UG Fukuoka - Fukuoka.php - Fukuoka.go - Serverless Meetup Fukuoka - Cloudflare Meetup Fukuoka - JP_Stripes Fukuoka - JBUG Fukuoka
©Fusic Co., Ltd. 3 CONTENTS ࣍ 1. AI Coding࣌ͷίʔσΟϯάελΠϧ 2.
AIͱڞݕূ࣮ફ
©Fusic Co., Ltd. 4 AI Coding࣌ͷίʔσΟϯάελΠϧ 1
©Fusic Co., Ltd. 5 ༷ʑͳੜAIΛར༻ͨ͠AIίʔσΟϯά GitHub Copilot Cursor WindSurf Amazon
Q Developer Claude Code Codex Devin AIίʔσΟϯάπʔϧͷਐԽʹΑΓɺ ։ൃऀͱAI͕ڠྗͯ͠ΑΓޮతͰ ߴ࣭ͳίʔυΛੜ͢Δ͕࣌ ౸དྷ͍ͯ͠·͢ɻ
©Fusic Co., Ltd. 6 AIίʔσΟϯάͷݱ࣮ AIͷಘҙ • ίʔυͷେྔੜ ਓ͕ଠଧͪͰ͖ͳ͍ͱྔ •
ύλʔϯೝࣝ طଘίʔυ͔Βͷֶश • ෮࡞ۀ ಉ͡Α͏ͳίʔυͷྔ࢈ • υΩϡϝϯτੜ ίϝϯτઆ໌ͷࣗಈ࡞ × AIͷۤख • ίϯςΩετͷ࣋ଓ ظతͳ։ൃͷҰ؏ੑ • ཁ݅ͷཧղ ᐆດͳ༷ͷղऍ • ΞʔΩςΫνϟઃܭ શମ࠷దԽͷஅ • తղܾ ৽͍͠ΞϓϩʔνͷఏҊ ݁ ಘҙͳ෦ͱۤखͳ෦Λ ܨ͗߹ΘͤΔඞཁ͕͋Δ → ΤϯδχΞ͕ʮAIͱڞʯͯ͠ ՝Λղܾ͢Δ࣌ 🤝
©Fusic Co., Ltd. 7 ߏԽඞਢ ཁ݅ɾઃܭͷߏԽ ҙਤ͕ζϨͳ͍Α͏ʹ దͳೖྗใΛఏڙ 01 LLM͕ࢀরͰ͖Δ
ߏԽ͞ΕͨใΛఏڙ ίϯςΩετͷߏԽ 02 ϧʔϧͷߏԽ LLMʹҙਤͨ͠࡞ΛζϨͳ͘ ࡞͢ΔͨΊͷϧʔϧΛఏڙ 03 શͯͷجૅʹͳΔɺ Ұ൪࣌ؒΛ͏͖ίΞ࡞ۀ ߏங෦LLM͕ ΞΫηϥϨʔγϣϯͯ͘͠ΕΔ
©Fusic Co., Ltd. 8 AIͱڞݕূ࣮ફ 2
©Fusic Co., Ltd. 9 Claude Codeͷొ ઌఔͷΑ͏ͳߏԽͨ͠ͷΛྗͰղܾ͢ΔClaude Codeͷొ ߴੑೳͳModel Claude4ʹՃ͑ɺશͯΛTokenͰղܾ͖ͯ͠·͢
Tokenͦ͜ࢸߴͰ͋ΔͱݴΘΜ͔ΓʹύϫʔͰղܾ͖ͯ͠·͢
©Fusic Co., Ltd. 10 ΤϯδχΞΔ͜ͱ͕ͳ͘ͳΔ…? ઈରͦΜͳࣄͳ͍ LLM༩͑Δ͖ใ͕ζϨΕɺΔ͜ͱඞͣζϨΔ ࠓ·Ͱ͖͑ͯͨLLMͷΞϓϩʔν͕࣮֬ʹਫ਼Λ্͓͛ͯΓɺ ͦͷࣝΛݩʹฒྻLLMϓϩάϥϛϯάͷՄೳੑΛݕূ͠·ͨ͠
©Fusic Co., Ltd. 11 લఏ݅ͷཧ લఏ݅ͱͯ͠Claude Code(max)ͱtmuxΛར༻͍ͯ͠·͢ tmuxʮcapture-paneʯͱ͍͏ผͷpaneͷঢ়گΛࢹ͢Δػೳͱ ʮsend-keysʯͱ͍͏ҧ͏paneʹೖྗΛૹΔػೳ͕͋Δ ͜ΕΒΛΈ߹ΘͤͯɺClaude͔ΒClaudeࢦࣔΛૹ͍ͬͯ·͢
©Fusic Co., Ltd. 12 ݕূ1ɿෳͷαʔϏεΛಉ࣌ʹϦϦʔε(࡞ۀྖҬ) σΟϨΫτϦׂ ࡞ۀྖҬΛ֬ఆ 01 ରػೳͷཁ݅Λઃఆ αʔϏεຖͷ
ROADMAPΛઃஔ 02 ϧʔϧͷద༻ ϧʔτσΟϨΫτϦԼʹԣஅతͳ PROJECT_RULEΛઃஔ 03 ࡞ۀ͕ඃΒͳ͍Α͏ʹɺ σΟϨΫτϦ୯ҐͰਐߦ ෳαʔϏεΛಉ༷ͷϧʔϧʹͯ ಉ࣌σϓϩΠग़དྷͨ ࡞ۀྖҬͷશ͕伴 ಉҰαʔϏεͰԠ༻Ͱ͖ͦ͏
©Fusic Co., Ltd. 13 ݕূ1ɿෳͷαʔϏεΛಉ࣌ʹϦϦʔε(࡞ۀྖҬ) σΟϨΫτϦׂ ࡞ۀྖҬΛ֬ఆ 01 ରػೳͷཁ݅Λઃఆ αʔϏεຖͷ
ROADMAPΛઃஔ 02 ϧʔϧͷద༻ ϧʔτσΟϨΫτϦԼʹԣஅతͳ PROJECT_RULEΛઃஔ 03
©Fusic Co., Ltd. 14 ݕূ1ɿෳͷαʔϏεΛಉ࣌ʹϦϦʔε(࡞ۀྖҬ) ಡΈऔΓɺࢦࣔΛߦ͏
©Fusic Co., Ltd. 15 ݕূ2ɿҰͭOSSΛฒྻ࡞ۀ ൣғͷఆٛ ׂΛ͚ͯɺ ൣғΛఆٛ 01 LEADER͕ঢ়گཧղ
దͳ࡞ۀॱংΛߟҊ͠ ൣғຖʹ࡞ۀґཔ LEADER͕அ͠ͳ͕Β ൣғຖʹ࡞ۀґཔ 02 ऀຖʹϒϩοΧʔஅ ࡞ۀґཔ͕ਐߦͰ͖Δ͔ ֤ऀ͕அ ঢ়گʹΑΓ࡞ۀSTOP 03 ҰͭͷOSSΛൣғͱ͍͏ ୯ҐͰత͝ͱʹ୲ऀΛઃఆ ʢex. SecurityɺDocumentʣ LEADERͷঢ়گஅͷToken༻ྔͷ ݒ೦͋Δ͕࡞ۀίϯΫϦϑτΛ ҙࣝ͠ͳ͕Β࡞ۀग़དྷͨ ᘳͰͳ͍ͷͰ࠷ޙ1Processʹͨ͠
©Fusic Co., Ltd. 16 LEADER͕tmuxܦ༝ͰOSSϦϦʔεʹऔΓΜͰΔ༷ࢠ ಡΈऔΓɺࢦࣔ ಡΈऔΓ
©Fusic Co., Ltd. 17 S3ryͱ͍͏S3ͷTUIπʔϧΛϦϓϨʔεϦϦʔε͠·ͨ͠ 8ฒྻͨ͠Claude Codeʹ ߏԽ͞Εͨϧʔϧద༻ ϦϦʔεखॱ·Ͱ උͤͯ͞OSSϦϦʔε
·Ͱग़དྷ·ͨ͠ TokenΕͷͱ͖ Amazon Q Developer CLI ʹΓସ͑ͯ࡞ۀ͢ΔࣄՄೳ Amazon Q Developer https://github.com/seike460/s3ry
©Fusic Co., Ltd. 18 ײͨ͡՝ɿٕज़ཁ݅Ͱͳ͘Ϗδωεཁ݅ͷఆٛ Tokenඅ༻Λ͑ΔҐͷαʔϏεΛ࡞ʹઓ ήʔϛϯάཁૉΛ༩ͨ͠ OSSίϯτϦϏϡʔτϓϥοτϑΥʔϜ OSSίϯτϦϏϡʔλʔΛ૿ͯ͠ɺاۀͱଓ اۀଆ͔ΒίϯτϦϏϡʔλʔʹଓͤ͞Δ࣌ʹ
͓ۚΛΒ͏Έ σϓϩΠྃͨ͠ͷͰ͕͓ۚ͢ʹͳΔ͔ ಡΊͳ͍͠ํੑ͕ԿΘ͔Βͳ͍ ٕज़ͱҰॹͰߏԽग़དྷΔཧղ͕ඞཁ͔͠Εͳ͍… https://vibe-contribute.seike460.net
©Fusic Co., Ltd. 19 AIίʔσΟϯάͷຊ࣭ߏԽ 1. ߏΛཧղ͢Δ 2. AIͷύϑΥʔϚϯε্͕͕Δߏʹม͢Δ 3.
࠷దԽͨ͠ίϯςΩετΛఏڙͯ͠Tokenফඅݮɺਫ਼্Λૂ͏ ΩϥʔAI͕དྷͯΔ͜ͱมΘΒͳ͍ɺ࠷దͳίϯςΩετͷఏڙ
©Fusic Co., Ltd. 20 ·ͱΊ ੜAIʮࣄΛୣ͏ఢʯͰͳͯ͘ʮڞ͢Δຯํʯ Point 01 Claude CodeͳͲͷAIπʔϧ͕มΘΓଓ͚ͯʮߏมΘΒͳ͍ʯ
Point 02 ࠓ·Ͱͷܦݧ͕ແବʹͳΔ͜ͱͳ͍ɺAIͱڞ͢Δҝֶͼଓ͚·͠ΐ͏ Point 03
©Fusic Co., Ltd. 21 HEROZʹొͯ͠ҰॹʹAIίʔσΟϯάΓ·ͤΜ͔ʁ པ·Εͯͳ͍͚Ͳউखʹએ AIίʔσΟϯάಓͰ ʮखΛಈ͔͠ଓ͚ͨʯͷͰ AIίʔσΟϯάͷຊ࣭ʹ৮ΕΔ ࣄ͕ग़དྷͨͱײͯ͡·͢
ͥͻҰॹʹ͜ͷܹಈͷ࣌Λ ָ͠ΜͰֶͼ·͠ΐ͏ʂ https://heroz-job.com/
©Fusic Co., Ltd. 22 Thank You We are Hiring! https://recruit.fusic.co.jp/
͝ਗ਼ௌ͍͖ͨͩ͋Γ͕ͱ͏͍͟͝·ͨ͠