Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
音を出したい
Search
Sponsored
·
Ship Features Fearlessly
Turn features on and off without deploys. Used by thousands of Ruby developers.
→
karupanerura
February 15, 2026
Technology
90
0
Share
Embed
Copy iframe code
Copy JS code
Copy link
Start on current slide
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
More Decks by karupanerura
See All by karupanerura
Perl Meets \w+ あるいは開発を支えるPerl活用の実例集
karupanerura
0
76
log
karupanerura
1
110
Use Perl as Better Shell Script
karupanerura
0
910
GoでParserを書く
karupanerura
4
1.1k
マイ隙間家具OSSたちのご紹介
karupanerura
2
300
Mustache Template 話 2024
karupanerura
0
67
1つの言語を原点に色々な言語を学ぶということ
karupanerura
4
3.6k
Javaの実装をPerlでテストする
karupanerura
0
1.4k
Go Generics Overview
karupanerura
0
1.4k
Other Decks in Technology
See All in Technology
コミットの「なぜ」を読む
ota1022
0
120
從開發到部署全都交給 AI:實作 AI 驅動的自動化流程
appleboy
0
130
PostgreSQL 19 新機能概要 OSC Hokkaido 2026
nori_shinoda
0
230
Bucharest Tech Week 2026 - Guardians of the Cloud-Native Galaxy
edeandrea
PRO
0
130
入門!AWS Blocks
ysuzuki
1
180
水を運ぶ人としてのリーダーシップ
izumii19
4
900
アジャイルな経理と Claude Code と経営の未来
kawaguti
PRO
3
190
Oracle Cloud Infrastructure:2026年6月度サービス・アップデート
oracle4engineer
PRO
0
270
AI時代のコスト管理を考えよう〜明日から使える実践AWSノウハウ~
yoshimi0227
0
820
Oracle AI Database@Azure:サービス概要のご紹介
oracle4engineer
PRO
6
2k
AIネイティブな開発のサプライチェーンリスク対策 〜激動の開発現場でリスクに立ち向かう〜【ZennFes】
cscengineer
PRO
2
150
SONiCの統計情報を取得したい
sonic
0
290
Featured
See All Featured
ReactJS: Keep Simple. Everything can be a component!
pedronauck
666
130k
Six Lessons from altMBA
skipperchong
29
4.3k
Evolution of real-time – Irina Nazarova, EuRuKo, 2024
irinanazarova
9
1.4k
More Than Pixels: Becoming A User Experience Designer
marktimemedia
3
440
HDC tutorial
michielstock
2
720
The Mindset for Success: Future Career Progression
greggifford
PRO
0
370
Ecommerce SEO: The Keys for Success Now & Beyond - #SERPConf2024
aleyda
1
2k
Keith and Marios Guide to Fast Websites
keithpitt
413
23k
Dominate Local Search Results - an insider guide to GBP, reviews, and Local SEO
greggifford
PRO
0
200
CSS Pre-Processors: Stylus, Less & Sass
bermonpainter
360
30k
Effective software design: The role of men in debugging patriarchy in IT @ Voxxed Days AMS
baasie
0
430
Un-Boring Meetings
codingconduct
0
320
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