©Fusic Co., Ltd. CONFIDENTIAL 1 ੜ੒AIίʔσΟϯάͱͷ޲͖߹͍ํ AIͱڞ૑͢Δͱ͍͏ߟ͑ 2025.06.19 ਗ਼Ո࢙࿠ @seike460 AIίʔσΟϯάಓ৔ษڧձ #2 

©Fusic Co., Ltd. 2 ࣗݾ঺հ ͸͡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 Coding࣌୅ͷίʔσΟϯάελΠϧ 2. AIͱڞ૑ݕূ࣮ફ 

©Fusic Co., Ltd. 4 AI Coding࣌୅ͷίʔσΟϯάελΠϧ 1 

©Fusic Co., Ltd. 5 ༷ʑͳੜ੒AIΛར༻ͨ͠AIίʔσΟϯά GitHub Copilot Cursor WindSurf Amazon Q Developer Claude Code Codex Devin AIίʔσΟϯάπʔϧͷਐԽʹΑΓɺ ։ൃऀͱAI͕ڠྗͯ͠ΑΓޮ཰తͰ ߴ඼࣭ͳίʔυΛੜ੒͢Δ࣌୅͕ ౸དྷ͍ͯ͠·͢ɻ 

©Fusic Co., Ltd. 6 AIίʔσΟϯάͷݱ࣮ AIͷಘҙ෼໺ • ίʔυͷେྔੜ੒ ਓ͕ଠ౛ଧͪͰ͖ͳ͍଎౓ͱྔ • ύλʔϯೝࣝ طଘίʔυ͔Βͷֶश • ൓෮࡞ۀ ಉ͡Α͏ͳίʔυͷྔ࢈ • υΩϡϝϯτੜ੒ ίϝϯτ΍આ໌ͷࣗಈ࡞੒ × AIͷۤख෼໺ • ίϯςΩετͷ࣋ଓ ௕ظతͳ։ൃͷҰ؏ੑ • ཁ݅ͷཧղ ᐆດͳ࢓༷ͷղऍ • ΞʔΩςΫνϟઃܭ શମ࠷దԽͷ൑அ • ૑଄త໰୊ղܾ ৽͍͠ΞϓϩʔνͷఏҊ ݁࿦ ಘҙͳ෦෼ͱۤखͳ෦෼Λ ܨ͗߹ΘͤΔඞཁ͕͋Δ → ΤϯδχΞ͕ʮAIͱڞ૑ʯͯ͠ ՝୊Λղܾ͢Δ࣌୅ 🤝 

©Fusic Co., Ltd. 7 ߏ଄Խ͸ඞਢ ཁ݅ɾઃܭͷߏ଄Խ ҙਤ͕ζϨͳ͍Α͏ʹ ద੾ͳೖྗ৘ใΛఏڙ 01 LLM͕ࢀরͰ͖Δ ߏ଄Խ͞Εͨ৘ใΛఏڙ ίϯςΩετͷߏ଄Խ 02 ϧʔϧͷߏ଄Խ LLMʹҙਤͨ͠࡞੒෺ΛζϨͳ͘ ࡞੒͢ΔͨΊͷϧʔϧΛఏڙ 03 શͯͷجૅʹͳΔɺ Ұ൪࣌ؒΛ࢖͏΂͖ίΞ࡞ۀ ߏங෦෼͸LLM͕ ΞΫηϥϨʔγϣϯͯ͘͠ΕΔ 

©Fusic Co., Ltd. 8 AIͱڞ૑ݕূ࣮ફ 2 

©Fusic Co., Ltd. 9 Claude Codeͷొ৔ ઌఔͷΑ͏ͳߏ଄Խͨ͠΋ͷΛྗͰղܾ͢ΔClaude Codeͷొ৔ ߴੑೳͳModel Claude4ʹՃ͑ɺશͯΛTokenͰղܾ͖ͯ͠·͢ Tokenͦ͜ࢸߴͰ͋ΔͱݴΘΜ͹͔ΓʹύϫʔͰղܾ͖ͯ͠·͢ 

©Fusic Co., Ltd. 10 ΤϯδχΞ͸΍Δ͜ͱ͕ͳ͘ͳΔ…? ઈରͦΜͳࣄ͸ͳ͍ LLM΁༩͑Δ΂͖৘ใ͕ζϨΕ͹ɺ΍Δ͜ͱ΋ඞͣζϨΔ ࠓ·Ͱ஝͖͑ͯͨLLM΁ͷΞϓϩʔν͕࣮֬ʹਫ਼౓Λ্͓͛ͯΓɺ ͦͷ஌ࣝΛݩʹฒྻLLMϓϩάϥϛϯάͷՄೳੑΛݕূ͠·ͨ͠ 

©Fusic Co., Ltd. 11 લఏ৚݅ͷ੔ཧ લఏ৚݅ͱͯ͠Claude Code(max)ͱtmuxΛར༻͍ͯ͠·͢ tmux͸ʮcapture-paneʯͱ͍͏ผͷpaneͷঢ়گΛ؂ࢹ͢Δػೳͱ ʮsend-keysʯͱ͍͏ҧ͏paneʹೖྗΛૹΔػೳ͕͋Δ ͜ΕΒΛ૊Έ߹ΘͤͯɺClaude͔ΒClaude΁ࢦࣔΛૹ͍ͬͯ·͢ 

©Fusic Co., Ltd. 12 ݕূ1ɿෳ਺ͷαʔϏεΛಉ࣌ʹϦϦʔε(࡞ۀྖҬ෼཭) σΟϨΫτϦ෼ׂ ࡞ۀྖҬΛ֬ఆ 01 ର৅ػೳͷཁ݅Λઃఆ αʔϏεຖͷ ROADMAPΛઃஔ 02 ϧʔϧͷద༻ ϧʔτσΟϨΫτϦ഑Լʹԣஅతͳ PROJECT_RULEΛઃஔ 03 ࡞ۀ͕ඃΒͳ͍Α͏ʹɺ σΟϨΫτϦ୯ҐͰਐߦ ෳ਺αʔϏεΛಉ༷ͷϧʔϧʹͯ ಉ࣌σϓϩΠग़དྷͨ ࡞ۀྖҬͷ׬શ෼཭͕伴 ಉҰαʔϏεͰ΋Ԡ༻Ͱ͖ͦ͏ 

©Fusic Co., Ltd. 13 ݕূ1ɿෳ਺ͷαʔϏεΛಉ࣌ʹϦϦʔε(࡞ۀྖҬ෼཭) σΟϨΫτϦ෼ׂ ࡞ۀྖҬΛ֬ఆ 01 ର৅ػೳͷཁ݅Λઃఆ αʔϏεຖͷ ROADMAPΛઃஔ 02 ϧʔϧͷద༻ ϧʔτσΟϨΫτϦ഑Լʹԣஅతͳ PROJECT_RULEΛઃஔ 03 

©Fusic Co., Ltd. 14 ݕূ1ɿෳ਺ͷαʔϏεΛಉ࣌ʹϦϦʔε(࡞ۀྖҬ෼཭) ಡΈऔΓɺࢦࣔΛߦ͏ 

©Fusic Co., Ltd. 15 ݕূ2ɿҰͭOSSΛฒྻ࡞ۀ ੹೚ൣғͷఆٛ ໾ׂΛ෼͚ͯɺ ੹೚ൣғΛఆٛ 01 LEADER͕ঢ়گཧղ ద੾ͳ࡞ۀॱংΛߟҊ͠ ੹೚ൣғຖʹ࡞ۀґཔ LEADER͕൑அ͠ͳ͕Β ੹೚ൣғຖʹ࡞ۀґཔ 02 ੹೚ऀຖʹϒϩοΧʔ൑அ ࡞ۀґཔ͕ਐߦͰ͖Δ͔ ֤੹೚ऀ͕൑அ ঢ়گʹΑΓ࡞ۀSTOP 03 ҰͭͷOSSΛ੹೚ൣғͱ͍͏ ୯ҐͰ໨త͝ͱʹ୲౰ऀΛઃఆ ʢex. SecurityɺDocumentʣ LEADERͷঢ়گ൑அͷToken࢖༻ྔͷ ݒ೦͸͋Δ͕࡞ۀίϯΫϦϑτΛ ҙࣝ͠ͳ͕Β࡞ۀ͸ग़དྷͨ ׬ᘳͰ͸ͳ͍ͷͰ࠷ޙ͸1Processʹͨ͠ 

©Fusic Co., Ltd. 16 LEADER͕tmuxܦ༝ͰOSSϦϦʔεʹऔΓ૊ΜͰΔ༷ࢠ ಡΈऔΓɺࢦࣔ ಡΈऔΓ 

©Fusic Co., Ltd. 17 S3ryͱ͍͏S3ͷTUIπʔϧΛϦϓϨʔεϦϦʔε͠·ͨ͠ 8ฒྻͨ͠Claude Codeʹ ߏ଄Խ͞Εͨϧʔϧద༻ ϦϦʔεखॱ·Ͱ ੔උͤͯ͞OSSϦϦʔε ·Ͱग़དྷ·ͨ͠ Token੾Εͷͱ͖͸ Amazon Q Developer CLI౳ ʹ੾Γସ͑ͯ࡞ۀ͢Δࣄ΋Մೳ Amazon Q Developer https://github.com/seike460/s3ry 

©Fusic Co., Ltd. 18 ײͨ͡՝୊ɿٕज़ཁ݅Ͱ͸ͳ͘Ϗδωεཁ݅ͷఆٛ Tokenඅ༻Λ࿫͑ΔҐͷαʔϏεΛ࡞੒ʹ௅ઓ ήʔϛϯάཁૉΛ෇༩ͨ͠ OSSίϯτϦϏϡʔτϓϥοτϑΥʔϜ OSSίϯτϦϏϡʔλʔΛ૿΍ͯ͠ɺاۀͱ઀ଓ اۀଆ͔ΒίϯτϦϏϡʔλʔʹ઀ଓͤ͞Δ࣌ʹ ͓ۚΛ΋Β͏࢓૊Έ σϓϩΠ׬ྃͨ͠ͷͰ͕͓ۚ͢ʹͳΔ͔͸ ಡΊͳ͍͠ํ޲ੑ͕Կ΋Θ͔Βͳ͍ ٕज़ͱҰॹͰߏ଄Խग़དྷΔཧղ͕ඞཁ͔΋͠Εͳ͍… https://vibe-contribute.seike460.net 

©Fusic Co., Ltd. 19 AIίʔσΟϯάͷຊ࣭͸ߏ଄Խ 1. ߏ଄Λཧղ͢Δ 2. AIͷύϑΥʔϚϯε্͕͕Δߏ଄ʹม׵͢Δ 3. ࠷దԽͨ͠ίϯςΩετΛఏڙͯ͠Tokenফඅ௿ݮɺਫ਼౓޲্Λૂ͏ ΩϥʔAI͕དྷͯ΋΍Δ͜ͱ͸มΘΒͳ͍ɺ࠷దͳίϯςΩετͷఏڙ 

©Fusic Co., Ltd. 20 ·ͱΊ ੜ੒AI͸ʮ࢓ࣄΛୣ͏ఢʯͰ͸ͳͯ͘ʮڞ૑͢Δຯํʯ Point 01 Claude CodeͳͲͷAIπʔϧ͕มΘΓଓ͚ͯ΋ʮߏ଄͸มΘΒͳ͍ʯ Point 02 ࠓ·Ͱͷܦݧ͕ແବʹͳΔ͜ͱ͸ͳ͍ɺAIͱڞ૑͢Δҝֶͼଓ͚·͠ΐ͏ Point 03 

©Fusic Co., Ltd. 21 HEROZʹొ࿥ͯ͠ҰॹʹAIίʔσΟϯά΍Γ·ͤΜ͔ʁ པ·Εͯͳ͍͚Ͳউखʹએ఻ AIίʔσΟϯάಓ৔Ͱ ʮखΛಈ͔͠ଓ͚ͨʯͷͰ AIίʔσΟϯάͷຊ࣭ʹ৮ΕΔ ࣄ͕ग़དྷͨͱײͯ͡·͢ ͥͻҰॹʹ͜ͷܹಈͷ࣌୅Λ ָ͠ΜͰֶͼ·͠ΐ͏ʂ https://heroz-job.com/ 

©Fusic Co., Ltd. 22 Thank You We are Hiring! https://recruit.fusic.co.jp/ ͝ਗ਼ௌ͍͖ͨͩ͋Γ͕ͱ͏͍͟͝·ͨ͠