AI駆動開発とその実践

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(3085)7&34&$P -UE"MMSJHIUTSFTFSWF   5IJTQSFTFOUBUJPOJTGPSJOGPSNBUJPOBMQVSQPTFTPOMZ4VQSFNF4ZTUFN$POTVMUJOHNBLFTOPXBSSBOUJFT FYQSFTTPSJNQMJFE JOUIJTTVNNBSZ "*ۦಈ։ൃʁ ੜ੒"*ͷ׆༻Λલఏʹͨ͠։ൃ "*͕ίʔυΛॻ͍ͯ͘ΕΔΑ͏ͳܗʹ߹Θͤͯ ͪ͜Β΋։ൃϑϩʔΛม͍͑ͯ͘Α͏ͳ΋ͷ

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(3085)7&34&$P -UE"MMSJHIUTSFTFSWF   5IJTQSFTFOUBUJPOJTGPSJOGPSNBUJPOBMQVSQPTFTPOMZ4VQSFNF4ZTUFN$POTVMUJOHNBLFTOPXBSSBOUJFT FYQSFTTPSJNQMJFE JOUIJTTVNNBSZ "*ۦಈ։ൃʁ ຊൃදͰ͸   ʮ"1*ɾ%#εΩʔϚ͔Βத਎ͷίʔυΛੜ੒͢Δ͜ͱʯ   Λத৺ʹѻ͍·͢  

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(3085)7&34&$P -UE"MMSJHIUTSFTFSWF   5IJTQSFTFOUBUJPOJTGPSJOGPSNBUJPOBMQVSQPTFTPOMZ4VQSFNF4ZTUFN$POTVMUJOHNBLFTOPXBSSBOUJFT FYQSFTTPSJNQMJFE JOUIJTTVNNBSZ ΞδΣϯμ • લఏͱͳΔ։ൃঢ়گ • (Pʹ͓͚Δ"*ۦಈ։ൃͷಋೖ • $36%ͷࣗಈੜ੒ • Ϣχοτςετͷੜ੒ɺυϝΠϯϩδοΫͷੜ੒ • ಋೖʹΑΔޮՌɺίετ • "QQFOEJY • ݴޠ΍ΞʔΩςΫνϟʹΑΔੜ੒ਫ਼౓ͷҧ͍ʹ͍ͭͯ

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2024 GROWTH VERSE Co., Ltd. All rights reserve.  This presentation is for informational purposes only. Supreme System Consulting makes no warranties, express or implied, in this summary. ݱࡏͷ։ൃʹ͍ͭͯ લఏ ਺ԯϨίʔυͷσʔλऔΓࠐΈ͔Β෼ੳɺ਺ઍສ݅/೔ͷ഑৴ج൫·Ͱɺ ଟ͘ͷػೳ܈͕͋ΔͨΊൺֱతίʔυن໛͸େ͖͍ ։ൃݴޠ͸GoͰɺ ϚΠΫϩαʔϏεʹ෼ׂ͓ͯ͠ΓݱࡏͰ͸4αʔϏε͕Քಇ

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(3085)7&34&$P -UE"MMSJHIUTSFTFSWF   5IJTQSFTFOUBUJPOJTGPSJOGPSNBUJPOBMQVSQPTFTPOMZ4VQSFNF4ZTUFN$POTVMUJOHNBLFTOPXBSSBOUJFT FYQSFTTPSJNQMJFE JOUIJTTVNNBSZ ΞδΣϯμ • લఏͱͳΔ։ൃঢ়گ • (Pʹ͓͚Δ"*ۦಈ։ൃͷಋೖ • $36%ͷࣗಈੜ੒ • Ϣχοτςετͷੜ੒ɺυϝΠϯϩδοΫͷੜ੒ • ಋೖʹΑΔޮՌɺίετ • ։ൃશମͱͯ͠ͷ"*ಋೖͷऔΓ૊Έ • "QQFOEJY • ݴޠ΍ΞʔΩςΫνϟʹΑΔੜ੒ਫ਼౓ͷҧ͍ʹ͍ͭͯ

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طଘੜ੒AIπʔϧͱͷ੗Έ෼͚ Github Copilot ΍ Curosr ͚ͩͰ͸ɺϓϩδΣΫτશମΛ௨ͨ͠ίʔ υੜ੒͸ࠔ೉ ຊൃදͷπʔϧ͸ɺશମ૾ΛΫΦϦςΟߴ͘Ұؾʹ࡞ΔͨΊͷ΋ͷ

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2024 GROWTH VERSE Co., Ltd. All rights reserve.  This presentation is for informational purposes only. Supreme System Consulting makes no warranties, express or implied, in this summary. ࣮ࡍͷΞ΢τϓοτ - controller, usecase, DAO x Ϣχοτςετͷ3x2ϑΝΠϧΛੜ੒ - ฏۉతʹ͸ɺେମ1ΤϯυϙΠϯτ౰ͨΓ500-1000ߦఔ౓ͷੜ੒ - ϏϧυΤϥʔ͸جຊతʹແ͘ɺ7ׂఔ౓ͷΞ΢τϓοτ͸ͦͷ·· ࢖༻͢Δ͜ͱ͕Ͱ͖ΔΫΦϦςΟ 🍻

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2024 GROWTH VERSE Co., Ltd. All rights reserve.  This presentation is for informational purposes only. Supreme System Consulting makes no warranties, express or implied, in this summary. ޻෉ͱTipsɹ1. ϓϩϯϓτʹ͍ͭͯɹΠϯϓοτͷ༩͑ํ 1. σΟϨΫτϦߏ଄શମ 2. ੜ੒͍ͨ͠API/DBεΩʔϚ 3. APIεΩʔϚͱcontrollerͷ૊Έ 4. DBεΩʔϚͱDAOͷ૊Έ 5. usecase/model૚ͷྫ   ͜ΕΒΛ༩͑ͯɺ1ϑΝΠϧ͝ͱʹੜ੒͢Δ 23

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2024 GROWTH VERSE Co., Ltd. All rights reserve.  This presentation is for informational purposes only. Supreme System Consulting makes no warranties, express or implied, in this summary. ޻෉ͱTipsɹ1. ϓϩϯϓτʹ͍ͭͯɹΠϯϓοτͷ༩͑ํ controller / usecase / daoͷɺ1ϑΝΠϧ͝ͱʹੜ੒͢Δࡍʹ ̍εςοϓ໨Ͱ͸ɺ  ؔ܎͢ΔϑΝΠϧ܈ʢcontrollerͳΒAPIεΩʔϚͱcontrollerϑΝΠϧʣ ͷΈΛ༩͑ΔΑ͏ʹ͍ͯ͠Δ 24

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2024 GROWTH VERSE Co., Ltd. All rights reserve.  This presentation is for informational purposes only. Supreme System Consulting makes no warranties, express or implied, in this summary. ޻෉ͱTipsɹ3. Chain Of Thought 1౓ͬ͘͟ΓͱίʔυΛੜ੒ͯ͠΋Β͔ͬͯΒɺ ͞Βʹ࣍ͷࢦࣔΛ༩͑ΔܗͰ  ஈ֊తʹίʔυΛमਖ਼ɾੜ੒ͯ͠΋Β͏Α͏ʹ͍ͯ͠Δ ͍ͭͰʹɺੜ੒ͨ͠ίʔυʹରͯ͠Ұ෦ϢχοτςετΛੜ੒

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2024 GROWTH VERSE Co., Ltd. All rights reserve.  This presentation is for informational purposes only. Supreme System Consulting makes no warranties, express or implied, in this summary. ޻෉ͱTipsɹ4. ίετʹ͍ͭͯ ࢖༻͍ͯ͠ΔϞσϧͷίετ͸্ه 1ੜ੒Ͱɺ໿ 20,000 tokens input + 5,000 tokens output = $ 0.35 ※inputʹೖΕ͍ͯΔεΩʔϚϑΝΠϧ͕1ͭ4000tokensఔ౓Ͱ࠷΋ॏ͍

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2024 GROWTH VERSE Co., Ltd. All rights reserve.  This presentation is for informational purposes only. Supreme System Consulting makes no warranties, express or implied, in this summary. ޻෉ͱTipsɹ4. ίετʹ͍ͭͯ جຊతʹ͸ɺੜ੒ਫ਼౓ͱඅ༻ͷτϨʔυΦϑ 1. FewShotͰ༩͑ΔεΩʔϚͷྫΛݮΒͤ͹҆͘͸ͳΔ ฐࣾ؀ڥͰ͸2, 3ྫఔ౓༩͑ΔͱͦΕҎ্͸ਫ਼౓্͕͕Βͳ͘ͳΔҹ৅ 2. ஈ֊తʹΞ΢τϓοτ͍ͯ͠Δ෦෼Λ࡟Ε͹҆͘͸ͳΔ ฐࣾ؀ڥͰ͸ɺ2ஈ֊ͷΞ΢τϓοτͰे෼ͳਫ਼౓͕͋Δ ٯʹ1ஈ֊ͷΞ΢τϓοτͰ͸҆ఆͤ͞Δ͜ͱ͕Ͱ͖ͳ͔ͬͨ

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2024 GROWTH VERSE Co., Ltd. All rights reserve.  This presentation is for informational purposes only. Supreme System Consulting makes no warranties, express or implied, in this summary. ޻෉ͱTipsɹ4. ίετʹ͍ͭͯ ͔͠͠ɺίετҎ্ʹ։ൃੜ࢈ੑ΁ͷߩݙ౓͕େ͖͍ - CRUDૢ࡞Λ͢ΔΤϯυϙΠϯτ࡞੒ʹ͍ͭͯ͸൒ࣗಈԽ ࣮༻ʹࡌͤΔ͜ͱ͕Ͱ͖Ε͹ɺ  গͳ͘ͱ΋BEશମͷ10 - 20 %ఔ౓ੜ࢈ੑΛ্͛ΒΕΔ??

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2024 GROWTH VERSE Co., Ltd. All rights reserve.  This presentation is for informational purposes only. Supreme System Consulting makes no warranties, express or implied, in this summary. ݱπʔϧͷ՝୊ײ 1. ؾ͖ͮͮΒ͍ɾී௨ਓؒͰ͸ॻ͔ͳ͍Α͏ͳΤϥʔΛࠞͥͯ͘Δ͜ͱ͕͋Δ ςετέʔεͷλΠτϧͱςετέʔεͷ಺༰͕ඍົʹҰக͍ͯ͠ͳ͍ɺͳͲ 2. υϝΠϯϩδοΫपΓʹ͍ͭͯ͸ɺੜ੒ͷͨΊͷΠϯϓοτͷ༩͑ํ͕·ͩ ෆ໌ྎ ઃܭ࣌఺ͷࣗવݴޠจΛ༩͑Δ͜ͱ͸Ͱ͖Δ͕ɺݱ࣌఺Ͱ͸্ख͍͘͘ํ๏͕ ཱ֬Ͱ͖ͯ͸͍ͳ͍

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2024 GROWTH VERSE Co., Ltd. All rights reserve.  This presentation is for informational purposes only. Supreme System Consulting makes no warranties, express or implied, in this summary. ࠓޙͷऔΓ૊Έ ։ൃϑϩʔશମͰͷAIυϦϒϯͳ։ൃͷ࣮ݱʹ޲͚ͯ طଘπʔϧ΋ซ༻ͭͭ͠ಠࣗπʔϧ΋࡞੒͍ͯ͠·͢ σβΠϯ ⁵ FEίϯϙʔωϯτ σβΠϯ+࢓༷ॻ ⁵ QAςετέʔε ઃܭυΩϡϝϯτ⁵API / DBεΩʔϚ

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Thank you for your attention 2024 GROWTH VERSE Co., Ltd. All rights reserve.  This presentation is for informational purposes only. Supreme System Consulting makes no warranties, express or implied, in this summary.