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͜ Μ ͳ ͜ ͱ ɺ ͋ Γ · ͤ Μ ͔ ʁ

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৽ ͠ ͍ ٕ ज़ ɺ ໘ ന ͦ ͏ ͩ ͚ Ͳ ɺ ௥ ͍ ͭ ͘ ͷ େ ม ͦ ͏    MCP kubernetes OpenTelemetry Generative AI Serverless Graph DB

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ͱ ࢥ ͬ ͨ Β  9 9 ͞ Μ ɺ Ω ϟ ο ν Ξ ο ϓ ૣ ͍    ʂ MCP kubernetes OpenTelemetry Generative AI Serverless Graph DB ि຤ɺ ͪΐͬͱ΍ͬͯΈͨΜ͚ͩͲ͞...

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Ͳ͏ͯ͠ϕςϥϯΤϯδχΞͷਓͬͯɺ ͋Μͳʹૉૣ͘ΩϟονΞοϓͰ͖ΔΜͰ͔͢ʁ

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ٕज़ྗ޲্ͷൿີ ʙੌ࿹ΤϯδχΞ͕࣮ફ͍ͯ͠Δ ɹɹɹɹɹɹɹɹɹɹֶͼͷٕज़ʙ ) * 3 0 " , *  . * , *         

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ΠϯϑϥΤϯδχΞΫϥ΢υΤϯδχΞ43& ॴଐΦΠγοΫεɾϥɾେ஍גࣜձࣾ "1/"845PQ&OHJOFFS (PPHMF$MPVE1BSUOFS5PQ&OHJOFFS (PPHMF$MPVE"VUIPSJ[FE5SBJOFS "84(PPHMF$MPVEೝఆશף ౰࣌  ޷͖ͳ"84αʔϏε"840SHBOJ[BUJPOT"NB[PO$MPVE'SPOU 9!DMPVEFFQ@NJLJ ࡾ໦޺ত ) * 3 0 " , *  . * , *

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ډॅ஍͍ͨ͞·ࢢ྘۠ʢग़਎࿇ాࢢʣ ࡛ۄྺ೥ ࡛ۄͰ޷͖ͳεϙοτඦ؍ԻԹઘ ٱتࢢ ɺ͘Γͷ໦ʢҏಸொʣ ޷͖ͳ࡛ۄ໏՛ɿޒՈๅɺന࡝ๅ   9!DMPVEFFQ@NJLJ 4JUFIUUQTXXXDMPVEFFQKQ ࡾ໦޺ত ) * 3 0 " , *  . * , *

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1 ࣍ ʑ ͱ ԡ ͠ د ͤ Δ ৽ ٕ ज़ ͷ ೾ ࡛ۄݝຽͷҰݴϝϞɿʢΘ͟Θ͟དྷͯ΋Β͏ఔͷʣ؍ޫ໊ॴ͸ແ͍͚Ͳɺ஍ݩຽʹ͓͢͢ΊͰ͖Δ໊ॴͳΒ͋Δɻ

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࣍ ʑ ʹ l ৽ ٕ ज़ z ͱ ͍ ͏ ೾ ͕ ԡ ͠ د ͤ Δ Supply Chain Security DevSecOps WebGPU Envoy gRPC QUIC RUM OpenTelemetry Dapr WASM RAG VibeCoding GraphDB VectorDB Prometheus observability APM ࡛ۄݝຽͷҰݴϝϞɿʢΘ͟Θ͟དྷͯ΋Β͏ఔͷʣ؍ޫ໊ॴ͸ແ͍͚Ͳɺ஍ݩຽʹ͓͢͢ΊͰ͖Δ໊ॴͳΒ͋Δɻ

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ઌ ഐ ͔ Β ڭ Θ ͬ ͨ  Τ ϯ δ χ Ξ ֶ श ͷ ۃ ҙ me AWS Ambassador ίπΛڭ͑ͯ ͍ͩ͘͞ ࡛ۄݝຽͷҰݴϝϞɿʢΘ͟Θ͟དྷͯ΋Β͏ఔͷʣ؍ޫ໊ॴ͸ແ͍͚Ͳɺ஍ݩຽʹ͓͢͢ΊͰ͖Δ໊ॴͳΒ͋Δɻ

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஌ࣝͷ࠭ࢁ ந৅ɾ֓೦Խ ͳΜͰ͔͢ ͦΕ ࡛ۄݝຽͷҰݴϝϞɿʢΘ͟Θ͟དྷͯ΋Β͏ఔͷʣ؍ޫ໊ॴ͸ແ͍͚Ͳɺ஍ݩຽʹ͓͢͢ΊͰ͖Δ໊ॴͳΒ͋Δɻ

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2 ஌ ࣝ ͷ ࠭ ࢁ ࡛ۄݝຽͷҰݴϝϞɿҙ֎ͱԹઘ͕ଟ͍ɻݝ಺ͷԹઘࢪઃ͸ͦͷ਺ͳΜͱ100Ҏ্ʂ

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5 ) &  ࠭ ࢁ ࡛ۄݝຽͷҰݴϝϞɿҙ֎ͱԹઘ͕ଟ͍ɻݝ಺ͷԹઘࢪઃ͸ͦͷ਺ͳΜͱ100Ҏ্ʂ

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࠭ ͸ ਨ ௚ ʹ ੵ Ί · ͤ Μ

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࠭ ࢁ ͸ Լ ͕ ޿ ͘ ͳ Γ · ͢ ࡛ۄݝຽͷҰݴϝϞɿҙ֎ͱԹઘ͕ଟ͍ɻݝ಺ͷԹઘࢪઃ͸ͦͷ਺ͳΜͱ100Ҏ্ʂ

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جૅ஌ࣝ ٕ ज़ ΋ Ұ ॹ ৽ٕज़ ৽ٕज़ ৽ٕज़ ࡛ۄݝຽͷҰݴϝϞɿҙ֎ͱԹઘ͕ଟ͍ɻݝ಺ͷԹઘࢪઃ͸ͦͷ਺ͳΜͱ100Ҏ্ʂ

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Docker / OCI  ,  4 Ͱ ݴ ͏ ͳ Β ɺ ͜ ͏ OSIࢀরϞσϧ DNS TLS (SSL) TCP/IP Microservice Linux(cgroups) B/G Deployment HolizonScale ServiceMesh ࡛ۄݝຽͷҰݴϝϞɿҙ֎ͱԹઘ͕ଟ͍ɻݝ಺ͷԹઘࢪઃ͸ͦͷ਺ͳΜͱ100Ҏ্ʂ

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Docker / OCI ඞ ཁ ͳ ج ૅ ஌ ࣝ ͕ ͳ ͍ ͱ ɺ ཧ ղ ͕ ਐ · ͳ ͍  ʹ ࣌ ؒ ͕ ͔ ͔ Δ OSIࢀরϞσϧ DNS TLS (SSL) TCP/IP Microservice Linux(cgroups) B/G Deployment HolizonScale ServiceMesh ࡛ۄݝຽͷҰݴϝϞɿҙ֎ͱԹઘ͕ଟ͍ɻݝ಺ͷԹઘࢪઃ͸ͦͷ਺ͳΜͱ100Ҏ্ʂ

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3 ந ৅ ɾ ֓ ೦ Խ ࡛ۄݝຽͷҰݴϝϞɿٳ೔ͷ͓ग़͔͚ઌͱ͍͑͹ۙॴ*ͷΠΦϯϞʔϧɻɹˎʮंͰ30෼ʯ͸ۙॴͰ͢ɻ

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ྫ ͑ ͹    ج ຊ ৘ ใ ٕ ज़ ऀ ࢼ ݧ ͷ ͜ Ε ʲΞϧΰϦζϜʳ ෼ׂ౷࣏๏ େ͖ͳ໰୊Λޮ཰తʹղ͘ख๏ɻ େ͖ͳ໰୊Λಉ͡ߏ଄Λ࣋ͭখ͞ͳ໰୊ʹ෼ׂ͠ɺ ͦͷখ͞ͳ໰୊ͷղΛ౷߹͢Δ͜ͱͰɺ ࠷ऴతʹݩͷ໰୊Λղܾ͠Α͏ͱ͢Δߟ͑ํɻ ࡛ۄݝຽͷҰݴϝϞɿٳ೔ͷ͓ग़͔͚ઌͱ͍͑͹ۙॴ*ͷΠΦϯϞʔϧɻɹˎʮंͰ30෼ʯ͸ۙॴͰ͢ɻ

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ʲΞϧΰϦζϜʳ ෼ׂ౷࣏๏ େ͖ͳ໰୊Λޮ཰తʹղ͘ख๏ɻ େ͖ͳ໰୊Λಉ͡ߏ଄Λ࣋ͭখ͞ͳ໰୊ʹ෼ׂ͠ɺ ͦͷখ͞ͳ໰୊ͷղΛ౷߹͢Δ͜ͱͰɺ ࠷ऴతʹݩͷ໰୊Λղܾ͠Α͏ͱ͢Δߟ͑ํɻ ໰୊ ྫ ͑ ͹    ج ຊ ৘ ใ ٕ ज़ ऀ ࢼ ݧ ͷ ͜ Ε খ ໰ ୊ খ ໰ ୊ খ ໰ ୊ খ ໰ ୊ খ ໰ ୊ খ ໰ ୊ ݁Ռ

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໰୊ ॲཧ ݁Ռ ॲཧ ॲཧ ॲཧ ॲཧ ॲཧ  ந ৅ ͷ ఐ ࢠ Λ ొ ͬ ͯ ߱ Γ Δ DBγϟʔσΟϯά ϚΠΫϩαʔϏε ػցֶछʢ෼ࢄֶशʣ όονॲཧʢ෼ࢄॲཧʣ ࡛ۄݝຽͷҰݴϝϞɿٳ೔ͷ͓ग़͔͚ઌͱ͍͑͹ۙॴͷΠΦϯϞʔϧɻϨΠΫλ΢ϯ͸ϨδϟʔࢪઃͰ͢ɻ

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஌ࣝͷ࠭ࢁ ந৅ɾ֓೦Խ Ͳ͏΍Ε͹ ͍͍Ͱ͔͢ ࡛ۄݝຽͷҰݴϝϞɿٳ೔ͷ͓ग़͔͚ઌͱ͍͑͹ۙॴͷΠΦϯϞʔϧɻϨΠΫλ΢ϯ͸ϨδϟʔࢪઃͰ͢ɻ

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4 ʮ ָ ͠ Ή ʯ ͜ ͱ Ͱ ޿ ͕ Δ ੈ ք ࡛ۄݝຽͷҰݴϝϞɿ๺ୢςετ͕શࠃ۠͡Όͳ͍͜ͱʹͼͬ͘Γͨ͠ɻ

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஌ࣝͷ࠭ࢁ • $4ʢ౷ܭΞϧΰϦζϜσʔλߏ଄  • 04*ࢀরϞσϧ • 5$1*1 • جຊ৘ใٕज़ऀ ந৅ɾ֓೦Խ • ෼ׂ౷࣏๏ˠ.JDSP4FSWJDF4IBSEJOH • ঢ়ଶભҠਤˠ෼ࢄτϨʔγϯά"1. • ΫϦςΟΧϧύεˠྉཧ • Ϧιʔε؅ཧ࠷దԽˠήʔϜ߈ུ ޷ ح ৺ ɾ ָ ͠ Ή ৺ ͕ ೩ ྉ ͱ ͳ Δ ͳΜͰͩΖ͏ʁ ͓΋͠Ζͦ͏ʂ ࢓૊Έ͕ؾʹͳΔ ࡛ۄݝຽͷҰݴϝϞɿ๺ୢςετ͕શࠃ۠͡Όͳ͍͜ͱʹͼͬ͘Γͨ͠ɻ

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Ͱ ΋ ɺ ͳ ʹ ͔ Β ΍ Ε ͹    ʁ ࡛ۄݝຽͷҰݴϝϞɿ๺ୢςετ͕શࠃ۠͡Όͳ͍͜ͱʹͼͬ͘Γͨ͠ɻ

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࡛ۄݝຽͷҰݴϝϞɿ͏͔ͬΓ࡛ۄͰ։࠵ͨ͠Γ͠ͳ͍͔ͳʔɻͨ·ΞϦͱ͔Ͳ͏Ͱ͔͢ʁ

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