2019-04-18 「運用自動化」に対する幻想 /operation-automation-illusion

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Operation Lab ӡ༻ઃܭϥϘ ӡ༻ઃܭϥϘ߹ಉձࣾ ʮӡ༻ࣗಈԽʯʹର͢Δݬ૝ Ծެ։൛ 1 γχΞΞʔΩςΫτ೾ా໺༟Ұ ʮӡ༻ࣗಈԽͷجຊݪଇʯγϦʔζ൪֎ฤ TTNKQ

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Operation Lab ӡ༻ઃܭϥϘ ʮӡ༻ࣗಈԽͷجຊݪଇʯͱ͸ 2 ଟ͘ͷӡ༻ݱ৔ʹ͓͍ͯɺ޻਺࡟ݮΛ໨తͱͨ͠ʮӡ༻ࣗಈԽʯͷඞཁ ੑ͕ڣ͹Εɺଟ༷ͳʮӡ༻ࣗಈԽʯϓϩμΫτͷಋೖ͕ࢼΈΒΕ͍ͯ· ͢ɻ  ͔͠͠ɺӡ༻ࣗಈԽʹ͸ଟ͘ͷෆ౎߹΍෭࡞༻͕͋Γɺҙਤʹશ͘൓͠ ͨ݁ՌΛ΋ͨΒ͢͜ͱͷํ͕Ή͠Ζଟ͍ͷ͕ݱ࣮Ͱ͢ɻ ຊࢿྉͰ͸ɺʮӡ༻ࣗಈԽ͕ӡ༻ݱ৔ʹ༩͑Δக໋తͳӨڹΛճආ͠ɺ ӡ༻ݱ৔ʹͱͬͯ࠷దͳӡ༻؀ڥΛ࣮ݱ͢ΔͨΊʹඞཁͳجຊతͳߟ͑ ํʯΛʮӡ༻ࣗಈԽͷجຊݪଇʯͱఆٛ͠ɺͦͷ಺༰ʹ͍ͭͯӡ༻ઃܭ ϥϘ߹ಉձࣾͷݚڀ׆ಈ͓Αͼཧ࿦ԽΛ౿·͑ͯղઆ͠·͢ɻ ׬੒͞Εͨʮཧ࿦ʯͰ͸ͳ͍ͷͰɺποίϛ΍ίϝϯτ׻ܴͰ͢ɻ

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Operation Lab ӡ༻ઃܭϥϘ લճͷ൓Ԡ͔Β 3

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Operation Lab ӡ༻ઃܭϥϘ લճͷ൓Ԡ ͸ͯͿ͔Β 4 લճͷ൓Ԡ͔Β • ͓ͦΒࣗ͘ಈԽͷܦݧ͕๛෋ͳ૚ ૖೥ • աڈʹࣗಈԽͰԿ͔ࠅ͍ମݧΛ͍ͯ͠ΔՄೳੑ ੕ͷ෇͔ͳ͍ߠఆతίϝϯτଟΊ ੕ͷ෇͘൱ఆతίϝϯτগ਺ • ͓ͦΒࣗ͘ಈԽʹສೳײΛ࣋ͭ૚ ए೥ • ͜Ε͔ΒࣗಈԽͰࠅ͍໨ʹ͋͏Մೳੑ ΠΩΓظ ޛΓظ http://b.hatena.ne.jp/entry/s/speakerdeck.com/opelab/operation-automation-3-bad-model

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Operation Lab ӡ༻ઃܭϥϘ ࣗಈԽք۾Ͱྑ͘ฉ͘ηϦϑબ 5 ToilΛݮΒ͢ࣄͰϢʔβʔ͕ٻΊΔαʔϏεΛ࡞Δ͕࣌ؒੜ·ΕΔɻ ࣗಈԽք۾Ͱྑ͘ฉ͘ηϦϑ ͦͷ ࣗಈԽք۾Ͱྑ͘ฉ͘ηϦϑ ͦͷ ࣗಈԽ͢ΔࣄͰ࡞ۀऀͷϛεΛແ͘͢͜ͱ͕Ͱ͖Δɻ ʮӡ༻ࣗಈԽʯ͢Ε͹ ޻਺ݮΓ·͢ ʮӡ༻ࣗಈԽʯ͢Ε͹ ϛε͕ແ͘ͳΓ·͢ લճͷ൓Ԡ͔Β

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Operation Lab ӡ༻ઃܭϥϘ ͦ͏ࢥ͍ͬͯͨ࣌୅͕ࣗ෼ʹ΋͋Γ·ͨ͠ 6 • ࣗಈԽʹສೳײΛ࣋ͭ૚ ए೥ • ·ͩࣗಈԽͰࠅ͍໨ʹ͋ͬͯͳ͔ͬͨ ʮӡ༻ࣗಈԽʯ͢Ε͹ ޻਺ݮΓ·͢ ʮӡ༻ࣗಈԽʯ͢Ε͹ ϛε͕ແ͘ͳΓ·͢ ΠΩΓظͷࣗ෼ ͦͷޙɺࣗಈԽͰࠅ͍໨ʹૺͬͨ લճͷ൓Ԡ͔Β

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Operation Lab ӡ༻ઃܭϥϘ ͦ͏ࢥ͍ͬͯͨ࣌୅͕ࣗ෼ʹ΋͋Γ·ͨ͠ 7 • ࣗಈԽʹສೳײΛ࣋ͭ૚ ए೥ • ͜Ε͔ΒࣗಈԽͰࠅ͍໨ʹ͋͏Մೳੑ ΠΩΓظ ૝૾ྗͷແ͍ΤϯδχΞͷࣗಈԽ͸ةݥ ࣦഊܦݧͷແ͍ΤϯδχΞͷࣗಈԽ͸ةݥ ୅લ൒͘Β͍ʹ͸͔͜͜Βଔۀ͍ͯ͠ͳ͍ͱ ר͖ࠐ·ΕΔपғ͸૬౰ʹෆ޾ લճͷ൓Ԡ͔Β

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Operation Lab ӡ༻ઃܭϥϘ ͦͷ޻਺࡟ݮͷݬ૝ 8 ʮӡ༻ࣗಈԽʯʹ͓͚Δݬ૝

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Operation Lab ӡ༻ઃܭϥϘ ޻਺࡟ݮͷݬ૝ 9 ͦͷ޻਺࡟ݮͷݬ૝ ૝૾ྗͷແ͍ΤϯδχΞͷࣗಈԽ͸ةݥ ʮӡ༻ࣗಈԽʯ͢Ε͹ ޻਺ݮΓ·͢

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Operation Lab ӡ༻ઃܭϥϘ 10 ʮ͍ͬͨΜࣗಈԽͯ͠͠·͑͹ ͋ͱ͸໘౗ΛݟΔඞཁ͕ͳ͍ʯ ͱࢥ͍ͬͯ·ͤΜ͔

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޻਺࡟ݮͷݬ૝ Operation Lab ӡ༻ઃܭϥϘ 11 ࣮૷ऀ ࣗಈԽ͠·ͨ͠ Ӧۀ೔ ޻਺΋͍ͬͨͳ͍ͷͰ࣮૷͚ͩͰ͢ ޻਺ݮΓ·ͨ͠ ݄࣌ؒ ୯ՁߴΊ ୯Ձ௿Ί ͔͔࣌ؒΓ·ͨ͠ ࣌ؒ ೥ ޻਺ݮΓ·ͨ͠ ೥௒࢖͑͹޻਺ΛճऩͰ͖Δܭࢉ ϝϯόʔ ͦͷ޻਺࡟ݮͷݬ૝ ͜͜·Ͱܭࢉ͍ͯ͠Δਓ͕ͦ΋ͦ΋͋·Γ͍ͳ͍ ݱ࣮

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޻਺ݮΓ·ͨ͠ ݄࣌ؒ ޻਺࡟ݮͷݬ૝ ݱ࣮ʹ͸վम͕ൃੜ Operation Lab ӡ༻ઃܭϥϘ 12 ࣮૷ऀ ௥Ճ޻਺ൃੜ͠·ͨ͠ ࣌ؒ ୯ՁߴΊ ͔͔࣌ؒΓ·ͨ͠ ࣌ؒ ೥ ޻਺ݮΓ·ͨ͠ ೥࢖ͬͯɺ޻਺ࠇࣈʹ ϝϯόʔ ୯Ձ௿Ί ͦͷ޻਺࡟ݮͷݬ૝

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վम͕ൃੜ͠·ͨ͠୭͕΍Δ ҟಈ΍స৬Ͱ΋͏͍ͳ͍ ޻਺࡟ݮͷݬ૝ ݱ࣮ʹ͸ҟಈ΋ൃੜ Operation Lab ӡ༻ઃܭϥϘ 13 ࣮૷ऀ ୯Ձ௿Ί ୯ՁߴΊ ͔͔࣌ؒΓ·ͨ͠ ϝϯόʔ ࣌ؒ ೥ ޻਺ݮΓ·ͨ͠ ͦͷ޻਺࡟ݮͷݬ૝ ޻਺ࠇࣈͷ͸ͣ

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ҟಈ΍స৬Ͱ΋͏͍ͳ͍ ޻਺࡟ݮͷݬ૝ ৽ͨͳਓ෺ͷొ৔ Operation Lab ӡ༻ઃܭϥϘ 14 ࣮૷ऀ ϝϯόʔ վम͕ൃੜ͠·ͨ͠୭͕΍Δ ୯Ձ௿Ί ୯ՁߴΊ ͔͔࣌ؒΓ·ͨ͠ ޙ೚ ࢓༷͸Ͳ͏ͳ͍ͬͯΔͷ ࣌ؒ ೥ ޻਺ݮΓ·ͨ͠ ͦͷ޻਺࡟ݮͷݬ૝

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ҟಈ΍స৬Ͱ΋͏͍ͳ͍ ޻਺࡟ݮͷݬ૝ ৽ͨͳ٘ਜ਼ऀͷొ৔ Operation Lab ӡ༻ઃܭϥϘ 15 ࣮૷ऀ ୯ՁߴΊ ͔͔࣌ؒΓ·ͨ͠ ޙ೚ͷ࣮૷ऀ ٽ͖ͳ͕Βɺప໷Ͱ ϦόʔεΤϯδχΞϦϯά ୯Ձߴ͍ Ұൠతʹ৽ن࣮૷ΑΓ΋ ϦόʔεΤϯδχΞϦϯάͷํ͕ ೉қ౓͕ߴ͘ɺ͕͔͔࣌ؒΔ ͦͷ޻਺࡟ݮͷݬ૝ ͔͔࣌ؒΓ·ͨ͠

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ٽ͖ͳ͕Βɺప໷Ͱ ϦόʔεΤϯδχΞϦϯά ޻਺࡟ݮͷݬ૝ ٘ਜ਼ऀɺۤಆͷ೔ʑ Operation Lab ӡ༻ઃܭϥϘ 16 ޙ೚ͷ࣮૷ऀ ୯Ձߴ͍ ͔͔࣌ؒΓ·ͨ͠ ͜ͷਓ͕ຊ౰ʹՄѩͦ͏ͳͷͰ ഑ྀͯ͠ཉ͍͠ ૝૾ྗͷແ͍ΤϯδχΞͷࣗಈԽ͸ةݥ ͦͷ޻਺࡟ݮͷݬ૝

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޻਺࡟ݮͷݬ૝ ͜͜·Ͱͷ޻਺͸ແҙຯʹ Operation Lab ӡ༻ઃܭϥϘ 17 ࣮૷ऀ ϝϯόʔ ୯Ձ௿Ί ୯ՁߴΊ ͔͔࣌ؒΓ·ͨ͠ ޙ೚ͷ࣮૷ऀ ͔͔࣌ؒΓ·ͨ͠ ࣌ؒ ೥ ޻਺ݮΓ·ͨ͠ ୯Ձߴ͍ ୯Ձͷ௿͍ਓͷ޻਺Λ࣌ؒ࡟ݮ͢ΔͨΊʹ ख͔͚ؒͯ༏ઌॱҐ্͛ͨͷʹ ͦͷ޻਺࡟ݮͷݬ૝ ୯Ձͷߴ͍ਓͷ޻਺Λ࣌ؒΛফඅ

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޻਺࡟ݮͷݬ૝ Operation Lab ӡ༻ઃܭϥϘ 18 ͦͷ޻਺࡟ݮͷݬ૝ ޙ೚ͷ࣮૷ऀ ٽ͖ͳ͕Βɺప໷Ͱ ϦόʔεΤϯδχΞϦϯά࣏ͯ͠͠·ͨ͠ ͜ͷਓ͕ώʔϩʔ͜ΕͰҰ݅མண ͬͯࢥ͏͡Όͳ͍Ͱ͔͢ ࠓޙ͸޻਺࡟ݮϑΣΠζʹ

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࣍ͷޙ೚ ޻਺࡟ݮͷݬ૝ ྺ࢙͸܁Γฦ͢ Operation Lab ӡ༻ઃܭϥϘ 19 վम׬ྃ͠·ͨ͠ ޻਺΋͍ͬͨͳ͍ͷͰ࣮૷͚ͩͰ͢ ͦͷ޻਺࡟ݮͷݬ૝ ޙ೚ͷ࣮૷ऀ ͔͔࣌ؒΓ·ͨ͠ ҟಈ΍స৬Ͱ΋͏͍ͳ͍ ࢓༷͸Ͳ͏ͳ͍ͬͯΔͷ ୯Ձߴ͍ ୯Ձߴ͍

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Operation Lab ӡ༻ઃܭϥϘ 5P%Pάϥϑ 20

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ʮӡ༻ࣗಈԽʯʹ͸ܧଓతͳอक͕ඞཁ Operation Lab ӡ༻ઃܭϥϘ 21 ࣮૷΍ಋೖ͢Ε͹͢Δ΄Ͳɺอक޻਺͸ਹΉ • ࣗಈԽ͸ಋೖ౰ॳ͕࠷ߴͷՁ஋ɺৗʹ௠෗Խ΍ෛ࠴Խ͍ͯ͘͠ɻ • ৗʹݱ৔࠷దԽ͍ͯͨ͘͠Ίʹ͸ɺਝ଎ͳมߋ͕ඞཁɻ • ੬ऑੑ͕ൃ֮ͨ͠৔߹ʹ΋ɺਝ଎ͳमਖ਼͕ඞਢɻ ඞཁे෼ͳอक޻਺͕ʮӡ༻ࣗಈԽʯʹ͸ඞਢ ͦͷ޻਺࡟ݮͷݬ૝

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Operation Lab ӡ༻ઃܭϥϘ ʮӡ༻ࣗಈԽʯͷϥΠϑαΠΫϧͱ޻਺ 22 ઃܭɾ࣮૷ ܧଓతͳอक Ҿ͖ܧ͗ ʮӡ༻ࣗಈԽʯͷϥΠϑαΠΫϧશମΛ ӡ༻ݱ৔Ͱ޻਺Λֻ͚ͯݟΔඞཁ͕͋Δ ࣗಈԽ ͦͷ޻਺࡟ݮͷݬ૝

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Operation Lab ӡ༻ઃܭϥϘ ࢀߟ43&ຊ 23 γεςϜͷτʔλϧίετͷʙ͸ɺ ͦͷγεςϜͷ஀ੜޙʹੜ͡Δ΋ͷͱਪఆ͞Ε͍ͯ·͢ɻ ʮ͸͡Ίʹʯ͔Βɻιϑτ΢ΣΞΤϯδχΞϦϯάʹ͍ͭͯ ͦͷ޻਺࡟ݮͷݬ૝ ઃܭɾ࣮૷ ʙ૬౰ Ҿ͖ܧ͗ ܧଓతͳอक ʙ૬౰

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Operation Lab ӡ༻ઃܭϥϘ ޻਺࡟ݮʹඞཁͳཧ࿦޻਺Λࢉఆ ྫ 24 ͦͷ޻਺࡟ݮͷݬ૝ ઃܭɾ࣮૷ Ҿ͖ܧ͗ ܧଓతͳอक ʙ૬౰ ʙ૬౰ ͔͔࣌ؒΓ·ͨ͠ ʙ࣌ؒ૬౰ ݄࣌ؒͷ࡟ݮޮՌͩͱɺճऩʹ͸ ୯Ձແࢹͯ͠΋ ϲ݄ ೥ ʙϲ݄ ೥ ͔͔Δ͜ͱʹͳΔ

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Operation Lab ӡ༻ઃܭϥϘ ʮӡ༻ࣗಈԽʯͰ޻਺͸Լ͕Βͳ͍ ࠔ೉ 25 γϯϓϧͳ΋ͷͰ͋Ε͹ɺ͜͜·Ͱ͍͔ͳ͍͔΋͠Εͳ͍ɻ ͋Δఔ౓ෳࡶͳ΋ͷͰ೥͘Β͍ճऩʹ͔͔Δ͔΋͠Εͳ͍ɻ ୯ՁΛ৐ͤΔͱɺճऩظؒ͸೥͔Β೥ఔ౓ʹͳΔ͔΋͠Εͳ͍ɻ ʮӡ༻ࣗಈԽʯ͢Ε͹ ޻਺ݮΓ·͢ ຊ౰ʹ ͦͷ޻਺࡟ݮͷݬ૝ ݄࣌ؒͷ࡟ݮޮՌͩͱɺճऩʹ͸ ୯Ձແࢹͯ͠΋ ϲ݄ ೥ ʙϲ݄ ೥ ͔͔Δ͜ͱʹͳΔ

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Operation Lab ӡ༻ઃܭϥϘ ޻਺࡟ݮͷݬ૝ ·ͱΊ 26 ͦͷ޻਺࡟ݮͷݬ૝ ୯Ձͷ௿͍ਓͷ޻਺ΛԼ͛ΔͨΊʹ ୯Ձͷߴ͍ਓͷ޻਺Λୣ͏ ʮӡ༻ࣗಈԽʯ͢Ε͹ ޻਺ແ͘ͳΓ·͢ ͷ͸͕ͣɺɺɺɺɺɺ ୯Ձ͕ಉ౳Ͱ΋ɺޮՌΑΓ޻਺͕େ͖͘ͳΓ͕ͪ

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Operation Lab ӡ༻ઃܭϥϘ ఏҊೲظɾ඼࣭ͷͨΊͷࣗಈԽ 27 2$% • ඼࣭ 2VBMJUZ ޲্ͷͨΊͷࣗಈԽ • ೲظ %FMJWFSZ ୹ॖͷͨΊͷࣗಈԽ ޻਺ $PTU ͸݁Ռͱ্ͯ͠Լ͢Δ ੍ޚͰ͖ͳ͍ ͦͷ޻਺࡟ݮͷݬ૝ ඼࣭΍ೲظ͕վળ͞ΕΔ͜ͱ͕ʮӡ༻ࣗಈԽʯͷຊ࣭ ࣮૷΍ಋೖ͢Ε͹͢Δ΄Ͳɺอक޻਺͕ਹΉͨΊ

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Operation Lab ӡ༻ઃܭϥϘ ޻਺࡟ݮͷݬ૝ ݁࿦ 28 ͦͷ޻਺࡟ݮͷݬ૝ ޻਺࡟ݮ໨తͰӡ༻ࣗಈԽΛ ͯ͠͸͍͚ͳ͍ ʮӡ༻ࣗಈԽʯ͢Ε͹ ޻਺ݮΓ·͢

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Operation Lab ӡ༻ઃܭϥϘ ޻਺࡟ݮͷݬ૝ ͓·͚ 29 ͦͷ޻਺࡟ݮͷݬ૝ ୯Ձͷ௿͍ਓͷ޻਺ΛԼ͛ΔͨΊʹ ୯Ձͷߴ͍ਓͷ޻਺Λୣ͏ ʮͦΕͰ΋΍Δʯͱ͍͏ਓ͸ ͪΌΜͱपғͱ૬ஊͯ͠ɺཧ٧ΊͰܾΊ·͠ΐ͏ɻ ײ֮஋Ͱ΍ͬͯ͸μϝ

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Operation Lab ӡ༻ઃܭϥϘ ͦͷϛε๾໓ͷݬ૝ 30 ʮӡ༻ࣗಈԽʯʹ͓͚Δݬ૝

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Operation Lab ӡ༻ઃܭϥϘ ϛε๾໓ͷݬ૝ 31 ͦͷϛε๾໓ͷݬ૝ ࣦഊܦݧͷແ͍ΤϯδχΞͷࣗಈԽ͸ةݥ ʮӡ༻ࣗಈԽʯ͢Ε͹ ϛε͕ແ͘ͳΓ·͢

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Operation Lab ӡ༻ઃܭϥϘ 32 ʮϓϩάϥϜ͸ॻ͔Εͨ௨Γ ʹಈ࡞͢Δ͔Β҆৺ʯ ͱࢥ͍ͬͯ·ͤΜ͔

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ϛε๾໓ͷݬ૝ Operation Lab ӡ༻ઃܭϥϘ 33 ࣮૷ऀ ࣗಈԽ͠·ͨ͠ Ӧۀ೔ ޻਺΋͍ͬͨͳ͍ͷͰ࣮૷͚ͩͰ͢ ࡞ۀ্ͷϛεݮΓ·ͨ͠ ϝϯόʔ ͦͷϛε๾໓ͷݬ૝ ΊͰͨ͠ɺΊͰͨ͠ɺɺɺ

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ҟಈ΍స৬Ͱ΋͏͍ͳ͍ ϛε๾໓ͷݬ૝ ҟಈͳͲͰൃ֮ Operation Lab ӡ༻ઃܭϥϘ 34 ࣮૷ऀ ϝϯόʔ ͦͷϛε๾໓ͷݬ૝ ࡞ۀ্ͷϛεݮΓ·ͨ͠

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ҟಈ΍స৬Ͱ΋͏͍ͳ͍ ϛε๾໓ͷݬ૝ ৽ͨͳਓ෺ͷొ৔ Operation Lab ӡ༻ઃܭϥϘ 35 ࣮૷ऀ ϝϯόʔ ޙ೚ ͦͷϛε๾໓ͷݬ૝ ࡞ۀ্ͷϛεݮΓ·ͨ͠ ࢓༷͸Ͳ͏ͳ͍ͬͯΔͷ

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ϛε๾໓ͷݬ૝ ৽ͨͳ٘ਜ਼ऀͷొ৔ Operation Lab ӡ༻ઃܭϥϘ 36 ޙ೚ͷ࣮૷ऀ ٽ͖ͳ͕Βɺప໷Ͱ ϦόʔεΤϯδχΞϦϯά ͦͷϛε๾໓ͷݬ૝ ͑ͬ ͜Ε࢓༷͓͔͘͠ͳ͍ ͑ͬ ͜Εࣄނ͓͖ΔΜ͡Όͳ͍ ࢓༷όά ະൃࣄނ

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Operation Lab ӡ༻ઃܭϥϘ ૸Δ૸ΔϓϩάϥϜҲΕΔόά΋ͦͷ··ʹ͍͔ͭࣄނ͕ى͖ͨΒ܅͸ଧͪͷΊ͞ΕΔͩΖ͏ ϛε๾໓ͷݬ૝ 37 ͦͷϛε๾໓ͷݬ૝ ϓϩάϥϜ͸ॻ͔Εͨ௨Γ ʹಈ࡞͢Δ͔Β҆৺ ͦ͏ɺ࢓༷όά΋ͦͷ··ʹ ʮಈ࡞͢Δʯͱʮਖ਼͘͠ಈ࡞͢Δʯͷؒʹ͸ େ͖ͳִઈ͕͋Δ

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ͳΜͰ͜Μͳࣄނ͕ى͖ͨΜͩ ࣗಈԽͳΜͯ৴༻Ͱ͖ͳ͍ ϛε๾໓ͷݬ૝ ٘ਜ਼ऀ͕ొ৔͠ͳ͍ͱ Operation Lab ӡ༻ઃܭϥϘ 38 ͦͷϛε๾໓ͷݬ૝ ܦӦ૚ ϝϯόʔ ࡞ۀ্ͷϛεݮΓ·ͨ͠ ͳΜͰ͜Μͳ݁ՌʹͳͬͨΜͩ ͓٬༷ʹઆ໌Ͱ͖ͳ͍ ࣄނൃੜ ࢓༷όά ࢓༷௨Γ

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Operation Lab ӡ༻ઃܭϥϘ ϛε๾໓ͷݬ૝ ·ͱΊ 39 ͦͷϛε๾໓ͷݬ૝ ͷ͸͕ͣɺɺɺɺɺɺ க໋తͳϛε΋ ܧଓత҆ఆతʹఏڙ͢Δ ʮӡ༻ࣗಈԽʯ͢Ε͹ ϛε͕ͳ͘ͳΓ·͢ ࣄނൃੜ ࢓༷όά

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Operation Lab ӡ༻ઃܭϥϘ ఏҊࣗಈԽ͢Δલʹۀ຿ͷ੔ཧ 40 ӡ༻ۀ຿ΛίʔυϨϕϧ·ͰఆܕԽ ඪ४Խ ͨ͠ޙʹ࣮૷Λߦ͏ɻ ࣾ಺੍खӡ༻ ӡ༻ͷఆܕԽ ӡ༻ࣗಈԽ ඪ४ԽϨϕϧ த ඪ४ԽϨϕϧ ߴ ඪ४ԽϨϕϧ ௿ ίʔυϨϕϧ खॱॻϨϕϧ ݸʑਓ͕ಠࣗ ͦͷ޻਺࡟ݮͷݬ૝

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Operation Lab ӡ༻ઃܭϥϘ ஫ҙ఺ʮӡ༻ࣗಈԽʯΑ͋͘Δצҧ͍ 41 ʮࣗಈԽ͢Ε͹ఆܕԽ͞ΕΔʯΘ͚Ͱ͸ͳ͍ ඪ४ԽϨϕϧ ௿ ࣾ಺੍खӡ༻ ӡ༻ͷఆܕԽ ӡ༻ࣗಈԽ ඪ४ԽϨϕϧ த ඪ४ԽϨϕϧ ௿ खॱॻϨϕϧ ݸʑਓ͕ಠࣗ Ұ଍ඈͼ ઃܭͳ͖࣮૷ʹؕΓɺ࢓༷όάΛੜΈ΍͍͢ º ࢓༷όάͷմ ֤࣮૷͕ಠࣗ ͦͷ޻਺࡟ݮͷݬ૝ ͨͱ͑ࠓ͸খ͘͞ແ໊ͷαʔϏεͩͱͯ͠΋༧ࢉ΋ͳ͍ԶͨͪυΩϡϝϯτ͚ͩ͸ॻ͍͓ͯ͜͏

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Operation Lab ӡ༻ઃܭϥϘ ϛε๾໓ͷݬ૝ ·ͱΊ 42 ͦͷ޻਺࡟ݮͷݬ૝ ϛε࡟ݮ໨తͰӡ༻ࣗಈԽ͢Δ લʹӡ༻ͷఆܕԽΛ͠·͠ΐ͏ ʮӡ༻ࣗಈԽʯ͢Ε͹ ϛεແ͘ͳΓ·͢

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Operation Lab ӡ༻ઃܭϥϘ ϛε๾໓ͷݬ૝ ͓·͚ 43 ͦͷ޻਺࡟ݮͷݬ૝ க໋తͳϛε΋ ܧଓత҆ఆతʹఏڙ͢Δ ʮͦΕͰ΋΍Δʯͱ͍͏ਓ͸ ۀ຿Ҏ֎ͷͱ͜ΖͰ΍Γ·͠ΐ͏ ࢓ࣄͰ΍ͬͯ͸μϝ

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Operation Lab ӡ༻ઃܭϥϘ 44 ʮӡ༻ࣗಈԽʯͰࠅ͍໨ʹ ߹͏ਓ͕ݮΓ·͢Α͏ʹ ਓ

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Operation Lab ӡ༻ઃܭϥϘ ࢀߟաڈͷൃදࢿྉ 45 IUUQTXXXPQTMBCKQQVCMJTI աڈͷൃදࢿྉ͸ 0QT-BCKQͱ͍͏αΠτʹஔ͍ͯ͋Γ·͢ɻ

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IUUQXXXPQFSBUJPOMBCDPKQ OperationLab ӡ༻ઃܭ