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karupanerura
February 15, 2026
Technology
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音を出したい
劇場版 Onishi Half Century Conference 同時上映 新春大LT大会
karupanerura
February 15, 2026
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Transcript
ԻΛग़͍ͨ͠ ܶ൛ Onishi Half Century Conference ಉ্࣌ө ৽य़େLTେձ id:karupanerura
karupanerura Software Engineer @ DeNA, Co., LTD. Chief Director @
Japan Perl Association Perl/Go/Java/TypeScript/HCL/C++ etc.. Bass Guitar Player / Music Composer Recording Engineer (In hobby)
YAPC::Tokyo 2026 Tokyo Big Sight 11/27(Fri) Eve 11/28(Sat) 11/29(Sun)
ԻΛग़͍ͨ͠
None
Իɺग़ͨ͘͠ͳ͍ʁ
વɺग़͍ͨ͠
ͩͬͯɺͦ͜ʹ σΧ͍εϐʔΧʔ͕͋Δ͔Β
ԻΛग़͢ํ๏
ԻΛग़͢͞·͟·ͳํ๏ • ԻͷܗΛهͨ͠ϑΝΠϧΛԻग़ྗʹྲྀ͢ • e.g. WAVΛ࠶ੜ͢Δ • ԻͷܗΛੜ͢Δ • ਖ਼ݭܘΛΈ߹ΘͤͯԻΛ࡞ΔʢγϯηαΠβʔʣ
• ේ໘ΛԻݯΛͬͯ࠶ੜ͢Δ͜ͱͰԻΛ࡞ΔʢMIDIԻݯʣ
ԻΛग़͢͞·͟·ͳํ๏ • ԻͷܗΛهͨ͠ϑΝΠϧΛԻग़ྗʹྲྀ͢ • e.g. WAVΛ࠶ੜ͢Δ • ԻͷܗΛੜ͢Δ • ਖ਼ݭܘΛΈ߹ΘͤͯԻΛ࡞ΔʢγϯηαΠβʔʣ
• ේ໘ΛԻݯΛͬͯ࠶ੜ͢Δ͜ͱͰԻΛ࡞ΔʢMIDIԻݯʣ
ԻΛग़͢͞·͟·ͳํ๏ • ԻͷܗΛهͨ͠ϑΝΠϧΛԻग़ྗʹྲྀ͢ • e.g. WAVΛ࠶ੜ͢Δ • ԻͷܗΛੜ͢Δ • ਖ਼ݭܘΛΈ߹ΘͤͯԻΛ࡞ΔʢγϯηαΠβʔʣ
• ේ໘ΛԻݯΛͬͯ࠶ੜ͢Δ͜ͱͰԻΛ࡞ΔʢMIDIԻݯʣ
ේ໘ΛੜAIʹ࡞Β͍ͤͨ
ੈ·͞ʹେੜAI࣌ • ͲΜͲΜਐԽ͍ͯ͘͠LLMsͱपลϓϩμΫτ • ࣗࣄͰClaude CodeͳͲΛ͍ͬͯΔ͕ศར • Agentic CodingͰ͔ͳΓଵଦʹࣄ͕ਐΉΑ͏ʹͳͬͨ •
·ͩᘳͰͳ͍͕ࡶͳࣄΛؙ͛Ͱ͖ΔͷσΧ͍ • Ͱɺේ໘AIʹॻ͔ͤΔ͜ͱ͕Ͱ͖ΔͷͰͳ͍͔
Suno AI • ࡞ۂͯ͘͠ΕΔੜAIϓϩμΫτͷද֨ • ϓϩϯϓτՎࢺͳͲΛೖΕΔ͚ͩ • ͦΕͬΆ͍ۂ͕؆୯ʹ࡞ΕΔ • DAWػೳMIDIΛు͖ग़͢ػೳ͋Δ
• ͨͩɺు͖ग़ͨ͠MIDIͷ࣭ͦΜͳʹྑ͘ͳ͍Β͍͠
Suno AIͪΐͬͱཧ͔Βԕ͍
͜͏ͳ͍ͬͯͬͯ΄͍͠ • ේ໘ΛAIͱ͍ͬ͠ΐʹॻ͍͍͖͍ͯͨ • ࡞ۂָ͍͠ͷͰਓ͕ؒओମͱͳͬͯۂΛ࡞Γ͍ͨ • ේ໘ʹى͜͢ͷ໘ͳͷͰAIͱ͍ͬ͠ΐʹΓ͍ͨ • AI͕ॻ͍ͨේ໘Λਓ͕ؒमਖ਼ͨ͠Γ͍ͨ͠ •
؆୯ʹ෦తʹ࠶ੜ͔ͯ֬͠Ί͍ͨ • ϝϩσΟ͚ͩΛઌʹಥ͖٧ΊͨΓ͍ͨ͠
ۂΛAgentic Codingͨ͠Βʁ
ۂΛAgents Coding͢Δͱͳʹ͕خ͍͠ͷ͔ • ςΩετϕʔεͰේ໘Λॻ͍ͯͦΕΛ࠶ੜͰ͖Δͱخ͍͠ • LLMsςΩετͷѻ্͍͕ख͍ • ਓؒಡΊΔײ͡ͷςΩετͩͱਓؒͱAI͕ڠಇͰ͖ͦ͏ • Agentic
CondigΈ
ۂΛAgents Coding͢Δͱͳʹ͕خ͍͠ͷ͔ • ςΩετϕʔεͰේ໘Λॻ͍ͯͦΕΛ࠶ੜͰ͖Δͱخ͍͠ • LLMsςΩετͷѻ্͍͕ख͍ • ਓؒಡΊΔײ͡ͷςΩετͩͱਓؒͱAI͕ڠಇͰ͖ͦ͏ • Agentic
CondigΈ → ԶୡʹςΩετԻָαΫϥ͕͋Δ͡Όͳ͍͔ʂʂʂ
ςΩετԻָαΫϥ ේ໘ΛςΩετϕʔεͰهड़ MMLΛϕʔεͱͨ͠ಠࣗߏจ MIDIʹίϯύΠϧ / CLI Tool͋Γ Ϋδϥඈߦص͞Μ࡞ https://sakuramml.com/
ςΩετԻָαΫϥͷMMLΛ ॻ͔ͤͨΒΑͦ͞͏
ͦͷ··ͩͱ͏·͍͔͘ͳ͍ • MMLͷจ๏ํݴ͕ଟ͍ͷͰςΩετԻָαΫϥͰίϯύΠϧෆೳ • αΫϥతʹؒҧͬͨจ๏ʹͳͬͯ͠·͏ • ϝϩσΟʹରͯ͠ίʔυ(Chord/Ի)ͷఏҊͱ͔ͯ͠΄͍͠ • Βͤͯϋϧγωʔγϣϯ͕ଟ͍ •
͍ΘΏΔʮଧͪࠐΈςΫχοΫʯΛద༻ͯ͠΄͍͠ • ԻΛյͨ͠Γ͢Δ
Agent Skillsʹશ෦Ṍ͚Ζ • MMLͷจ๏ํݴ͕ଟ͍ͷͰςΩετԻָαΫϥͰίϯύΠϧෆೳ • → ςΩετԻָαΫϥͷAgent SkillsΛ࡞Ζ͏ • ϝϩσΟʹରͯ͠ίʔυ(Chord/Ի)ͷఏҊͱ͔ͯ͠΄͍͠
• → ԻָཧΛ٧ΊࠐΜͩAgent SkillsΛ࡞Ζ͏ • ͍ΘΏΔʮଧͪࠐΈςΫχοΫʯΛద༻ͯ͠΄͍͠ • → ଧͪࠐΈςΫχοΫΛ٧ΊࠐΜͩAgent SkillsΛ࡞Ζ͏
Agent Skills
Agent Skills • ڈͷ10݄ࠒʹAnthropic͕Claude Skillsͱͯ͠ൃද • ஈ֊తʹAI͕ࣝΛಡΈࠐΉͨΊͷϑΥʔϚοτ • ݱࡏAgent Skillsͱͯ͠ඪ४Խ͞Ε͍ͯΔ
• Claude CodeҎ֎Ͱ͑Δ
ਐḿ
ਐḿ • MMLͷจ๏ํݴ͕ଟ͍ͷͰςΩετԻָαΫϥͰίϯύΠϧෆೳ • ΄΅ղܾ • MIDI͔ΒٯίϯύΠϧͨ͠MMLΛՄಡੑߴ͘ϦϑΝΫλϦϯά͠ ͨΓͰ͖͍ͯΔ • ΄͔·ͩʂ
ಥવͰ͕͢ԻΛग़͢ίʔφʔ
·ͱΊ • Suno AIͰ࡞ۂͷָ͠͞ʹ৮Ε͍͢ੈͷதʹͳͬͨ • ਓؒͱͷڠಇͱ͍͏ΞϓϩʔνͩͬͨΒςΩετϕʔε͕Αͦ͞͏ • MML͋Δ͍ςΩετԻָαΫϥ͍·ͦ͜࠶ධՁ͞ΕͯΑͦ͞͏ • Agent
Skills͍͍ͧ
͓ΘΓ