3つの「Re」〜ソフトウェアの信頼性を高めるためにぼくたちができること〜 / What we can do to improve the reliability of the software

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ͭͷʮ3Fʯ  ʙιϑτ΢ΣΞͷ৴པੑΛߴΊΔͨΊʹ΅͕ͨͪ͘Ͱ͖Δ͜ͱʙ ࣄۀ։ൃ෦ Ԙ୩ܒ !LXBQQB

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͜Μʹ ͪ͸ʂ

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ࠓ೔͓఻͍͑ͨ͜͠ͱ

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#cmdevio #cmdevio2 ࠓ೔͓఻͍͑ͨ͜͠ͱ ʮෳࡶͳʯ·ͨ͸ʮΠϊϕʔγϣϯͷʯۀ຿Ͱ͋Δ  ιϑτ΢ΣΞͷ։ൃɾӡ༻ͱ͍͏࢓ࣄʹ͓͍ͯɺ ৴པੑͷߴ͍ϓϩμΫτΛ௨ͯ͡Ձ஋Λ  ఏڙ͍ͯ͘͠ʹ͸ɺ৺ཧత҆શੑΛඋ͑ͨ  ʮ৴པੑͷߴ͍νʔϜʯ͕ඞཁͰ͋Δɻ

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#cmdevio #cmdevio2 ࣗݾ঺հ Ԙ୩ ܒ (͓͠΍ ͻΖΉ) ࣄۀ։ൃ෦ ੡඼։ൃνʔϜ Team Reliability Engineer @kwappa

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#cmdevio #cmdevio2 ࣄۀ։ൃ෦ͬͯʁ ৽͍͠औΓ૊ΈΛ௨ͯ͠ɺ ϏδωεϞσϧΛม͍͑ͯ͘ Ϋϥεϝιουͷ ৽نࣄۀΠϯΩϡϕʔλʔ ECϓϥοτϑΥʔϜ ʮprismatixʯͷ։ൃɾӡ༻

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#cmdevio #cmdevio2 QSJTNBUJYͬͯʁ ɾΦϜχνϟωϧEC / CRMϓϥοτϑΥʔϜ ɾΫϥεϝιουͷࣗࣾαʔϏε ɾϚΠΫϩαʔϏε / Ϋϥ΢υωΠςΟϒ https://prismatix.jp/

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8FSF)JSJOH ۀ຿಺༰ ɾ&$$3.ϓϥοτϑΥʔϜ ʮQSJTNBUJYʯͷ։ൃɾӡ༻ ॏ఺ืू৬छ ɾιϑτ΢ΣΞΤϯδχΞ +BWBʹΑΔϚΠΫϩαʔϏεΞϓϦέʔγϣϯͷ ઃܭɾ։ൃɾυΩϡϝϯςʔγϣϯ ɾӡ༻43&ΤϯδχΞ Ϋϥ΢υωΠςΟϒͳαʔϏεͷ҆ఆӡ༻ͱ  ͦͷܧଓతͳվળ ɾϓϩδΣΫτϚωʔδϟʔ ސ٬اۀͷཁ๬Λ࢓༷ͱͯ͠දݱ͠ɺ  ։ൃνʔϜͱڠಇ࣮ͯ͠૷ɾಋೖ ࣄۀ։ൃ෦͸ੵۃ࠾༻தͰ͢ʂ https://prismatix.jp/recruit/

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8FSF)JSJOH ձࣾઆ໌ձGPSΤϯδχΞ ɾ౦ژΦϑΟεࡳຈʢϦϞʔτʣ ɾࣄۀ։ൃ෦ͷϓϩμΫτͱٕज़ʹ͍ͭͯ 11/15(ۚ) ձࣾઆ໌ձΛ։࠵͠·͢ʂ https://dev.classmethod.jp/news/jobfair-191115/

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ͭͷʮ3Fʯ  ʙιϑτ΢ΣΞͷ৴པੑΛߴΊΔͨΊʹ΅͕ͨͪ͘Ͱ͖Δ͜ͱʙ ࣄۀ։ൃ෦ Ԙ୩ܒ !LXBQQB

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#cmdevio #cmdevio2 ࠓ೔͓࿩͢͠Δ͜ͱ ɾ৴པੑͱ͸ͳʹ͔ ɾͳͥνʔϜͰಇ͘ͷ͔ ɾ৺ཧత҆શੑͱ͸ͳʹ͔ Part 1 Part 2 ɾ3ͭͷʮReʯ

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৴པੑͱ͸ͳʹ͔ Part 1

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#cmdevio #cmdevio2 ৴པੑͱ͸ ৴པੑʲӳʳ3FMJBCJMJUZ ಡΈํɿ͠ΜΒ͍͍ͤผ໊ɿϦϥΠΞϏϦςΟ ৴པੑͱ͸ɺఆΊΒΕͨಈ࡞؀ڥԼʹ͓͍ͯɺίϯϐϡʔλγεςϜ͕ཁٻ͞ΕͨػೳΛ҆ఆ͠ ͯՌͨ͢͜ͱ͕Ͱ͖Δೳྗͷ͜ͱͰ͋Δɻ ৴པੑ͕ߴ͍γεςϜͱ͸ɺҰൠతʹෆ۩߹΍ো֐͕ൃੜ͢Δ֬཰ΛͲΕ͚ͩ཈͑ΒΕΔ͔Ͱܾ ·ͬͯ͘Δɻͦͷࡍʹ͠͹͠͹ࢦඪͱͯ͠༻͍ΒΕΔͷ͸ɺ͋Δػث΍γεςϜ͕ނো͢Δ·Ͱ ͷɺฏۉతͳ࣌ؒΛද͢.5#'ʢฏۉނোִؒʣͰ͋Δɻ ·ͨɺ৴པੑ͸Քಇ཰ͷߴ͞ɺϝϯςφϯεͷ͠΍͢͞ɺσʔλͷอશੑͷߴ͞ɺηΩϡϦςΟ ͷߴ͞ͱ͍ͬͨɺΑΓ޿͍ҙຯͰଊ͑ΒΕΔ͜ͱ΋͋Δɻ ࣙॻతͳҙຯ https://www.weblio.jp/content/reliability

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#cmdevio #cmdevio2 ৴པੑͱ͸ ۓٸରԠ ৴པੑ͸ɺฏۉނো࣌ؒ NFBOUJNFUPGBJMVSF.55' ͱɺฏۉम෮࣌ؒ NFBOUJNFUPSFQBJS.553 ͱͷؔ ਺Ͱ͢ɻۓٸରԠͷޮ཰ΛධՁ͢Δ্Ͱɺ࠷΋ؔ܎ͷ͋Δ ϝτϦΫε͸ɺରԠνʔϜ͕γεςϜΛ݈શͳঢ়ଶʹ໭͢ͷ ʹཁͨ࣌ؒ͠ɺ͢ͳΘͪ.553Ͱ͢ɻ มߋ؅ཧ 43&͸ɺ͓ΑͦͷαʔϏεো֐͸ɺಈ࡞தͷγεςϜ ͷมߋʹΑͬͯੜ͍ͯ͡Δ͜ͱΛൃݟ͠·ͨ͠ɻ SREతͳҙຯ https://www.oreilly.co.jp/books/9784873117911/ https://www.oreilly.co.jp/books/9784873117911/

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#cmdevio #cmdevio2 ৴པੑͱ͸ ͬ͘͟Γݴ͏ͱ : ৴པੑ͕ߴ͍ͷ͸ ɾτϥϒϧΛى͜͠ʹ͍͘ ɾτϥϒϧΛղܾ͠΍͍͢ ɾมԽʹڧ͍ γεςϜ νʔϜ

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#cmdevio #cmdevio2 ৴པੑͱ͸ ͬ͘͟Γݴ͏ͱ : ৴པੑ͕ߴ͍ͷ͸ ɾτϥϒϧΛى͜͠ʹ͍͘ ɾτϥϒϧΛղܾ͠΍͍͢ ɾมԽʹڧ͍ γεςϜ νʔϜ

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ͳͥνʔϜͰಇ͘ͷ͔ Part 1

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#cmdevio #cmdevio2 ϓϩηε஌ࣝεϖΫτϧ ͳͥνʔϜͰಇ͘ͷ͔ http://www.eijipress.co.jp/book/book.php?epcode=2182

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#cmdevio #cmdevio2 ɾϧʔνϯͷۀ຿ ɾ΍Γ͔ͨ : Θ͔ͬͯΔ ɾෆ࣮֬ੑ : ΄ͱΜͲͳ͍ ɾෳࡶͳۀ຿ ɾ΍Γ͔ͨ : Θ͔͍ͬͯͨΓ  ɹɹɹɹɹ ͍ͳ͔ͬͨΓ ɾෆ࣮֬ੑ : සൟʹ͋Δ ɾΠϊϕʔγϣϯͷۀ຿ ɾ΍Γ͔ͨ : Θ͔͍ͬͯͳ͍ ɾෆ࣮֬ੑ : ΄΅͢΂ͯ ϓϩηε஌ࣝεϖΫτϧ ͳͥνʔϜͰಇ͘ͷ͔

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#cmdevio #cmdevio2 ιϑτ΢ΣΞͷ։ൃɾӡ༻ͱ͍͏࢓ࣄ ͳͥνʔϜͰಇ͘ͷ͔ ιϑτ΢ΣΞͷ։ൃɾӡ༻

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#cmdevio #cmdevio2 ɾͨͱ͑͹ ɾٹٸٹ໋ࣨɺߤۭަ௨؅੍ ɾෆ࣮֬ੑͱͷઓ͍ ɾϓϩϑΣογϣφϧͷूஂ͕ޓ͍ͷઐ໳ੑΛग़͠߹͍ɺෆ࣮֬ੑ͕΋ͨΒ͢  ɹ༧ଌෆՄೳͳࣄଶʹૉૣ͘ରԠ͢Δඞཁ͕͋Δ ɾϓϩηε஌ࣝΛ੒ख़ / ମܥԽ͠ʮϧʔνϯͷۀ຿ʯͱཱͯ֬͢͠Δͷ͕ΰʔϧ ෳࡶͳۀ຿ ͳͥνʔϜͰಇ͘ͷ͔

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#cmdevio #cmdevio2 ɾͨͱ͑͹ ɾʮະདྷͷˎˎʯͷݚڀ։ൃ ɾߴ଎ͳֶशϧʔϓ͕ෆՄܽ ɾϓϩηε஌ཱ͕ࣝ֬͞Ε͍ͯͳ͍৔߹ɺ ߴ଎ / ҆શʹࣦഊΛ܁Γฦ͢  ɹʮԾઆݕূʯʹΑΔֶͼ͕ΰʔϧʹۙͮ͘།Ұͷखஈ ɾΞΠσΞ / ஌ࣝ / ܦݧͷڞ༗͕νʔϜͱͯ͠ͷֶशΛՃ଎͢Δ Πϊϕʔγϣϯͷۀ຿ ͳͥνʔϜͰಇ͘ͷ͔

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#cmdevio #cmdevio2 ɾෆ࣮֬ੑͱͷઓ͍ ɾߴ଎ͳֶशϧʔϓ ԕ͘΁ߦ͖͚ͨΕ͹ ͳͥνʔϜͰಇ͘ͷ͔ ݸਓͰ͸ͳ͘ʮνʔϜʯ͕ޮՌతʹ  ڠಇ͢Δ͜ͱͰୡ੒ͷՄೳੑ͕͕͋Δ

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৺ཧత҆શੑͱ͸ͳʹ͔ Part 1

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#cmdevio #cmdevio2 ɾGoogleͷ࿑ಇੜ࢈ੑ޲্ܭը (2012) ɾʮޮՌతͳνʔϜʯʹݻ༗ͷྗֶΛಥ͖ࢭΊΔௐࠪ ɾʮ࠷΋ॏཁͳҼࢠʯͱͯ͠஫໨͞Εͨϫʔυ ϓϩδΣΫτɾΞϦετςϨε ৺ཧత҆શੑͱ͸ͳʹ͔ https://rework.withgoogle.com/jp/guides/ understanding-team-effectiveness/

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#cmdevio #cmdevio2 ޮՌతͳνʔϜʹ࠷΋ॏཁͳҼࢠ ৺ཧత҆શੑͱ͸ͳʹ͔ https://rework.withgoogle.com/jp/guides/ understanding-team-effectiveness/ ɾ୭͕νʔϜͷ  ɹϝϯόʔͰ͋Δ͔ ɾνʔϜϝϯόʔͷಇ͖৔ॴ ɾ߹ҙʹجͮ͘ҙࢥܾఆ ɾνʔϜϝϯόʔ͕֎ަతͰ͋Δ͜ͱ ɾνʔϜϝϯόʔݸਓͷύϑΥʔϚϯε ɾ࢓ࣄྔɹɹɹɹɾઌ೚ॱҐ ɾνʔϜͷن໛ɹɾࡏ৬ظؒ ɾνʔϜ͕ͲͷΑ͏ʹ  ɹڠྗ͍ͯ͠Δ͔ ɾ৺ཧత҆શੑ ɾ૬ޓ৴པ ɾߏ଄ͱ໌֬͞ ɾ࢓ࣄͷҙຯ ɾΠϯύΫτ

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#cmdevio #cmdevio2 ɾຊདྷͷఆٛ ରਓؔ܎ʹ͓͍ͯϦεΫͷ͋ΔߦಈΛͯ͠΋  ͜ͷνʔϜͰ͸҆શͰ͋Δͱ͍͏ɺνʔϜ  ϝϯόʔʹΑͬͯڞ༗͞Εͨߟ͑ ৺ཧత҆શੑͱ͍͏֓೦ http://www.eijipress.co.jp/book/book.php?epcode=2182 ৺ཧత҆શੑͱ͸ͳʹ͔ ɾͬ͘͟Γݴ͏ͱ ɾΧδϡΞϧʹ΍͹͍͜ͱΛݴ͑Δงғؾ

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#cmdevio #cmdevio2 ΧδϡΞϧʹ΍͹͍͜ͱΛݴ͑Δงғؾ ৺ཧత҆શੑͱ͸ͳʹ͔ ɾΧδϡΞϧʹ →ରਓؔ܎ʹϦεΫ͕ͳ͍ঢ়ଶ ɾωΨςΟϒͳ൓ԠΛ͞ΕΔ ɾωΨςΟϒͳධՁΛ͞ΕΔ ɾݸਓతʹ߈ܸ͞ΕΔ …ͳͲͷڪΕͳ͠ʹ ɾ΍͹͍͜ͱΛ →ෆ࣮֬ͳ͜ͱɺෆ҆ͳ͜ͱ ɾࣦഊͷՄೳੑ ɾະݕূͷΞΠσΞ ɾ୭͔Λ൱ఆ͢Δݟղ …ͳͲΛ ݴ͑Δงғؾ

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#cmdevio #cmdevio2 ɾ͘Θ͘͠͸ͪ͜Β ʮ৺ཧత҆શੑʯʮkwappaʯ ɾ11/1ݱࡏGoogleݕࡧ1Ґ ɾDevelopers.IOͷهࣄ νʔϜͰಇͨ͘Ίͷ஌ࣝମܥ https://dev.classmethod.jp/etc/body-of-knowledge- for-working-in-a-team/ ৺ཧత҆શੑͱ͸ͳʹ͔

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#cmdevio #cmdevio2 ɾΧδϡΞϧʹ΍͹͍͜ͱΛݴ͑ΔงғؾͷνʔϜ͸ ɾτϥϒϧΛى͜͠ʹ͍͘ ɾτϥϒϧΛղܾ͠΍͍͢ ɾมԽʹڧ͍ ৺ཧత҆શੑ͕΋ͨΒ͢΋ͷ ৺ཧత҆શੑͱ͸ͳʹ͔ ͭ·Γʮ৴པੑͷߴ͍νʔϜʯͰ͸ʁ

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#cmdevio #cmdevio2 ɾෆ࣮֬ੑͱͷઓ͍ ɾߴ଎ͳֶशϧʔϓ ৺ཧతʹ҆શͳνʔϜ ৺ཧత҆શੑͱ͸ͳʹ͔ ݸਓͰ͸ͳ͘ʮνʔϜʯ͕ޮՌతʹ  ڠಇ͢Δ͜ͱͰୡ੒ͷՄೳੑ͕͕͋Δ

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#cmdevio #cmdevio2 ɾෆ࣮֬ੑͱͷઓ͍ ɾߴ଎ͳֶशϧʔϓ ৺ཧతʹ҆શͳνʔϜ ৺ཧత҆શੑͱ͸ͳʹ͔ ʮޮՌతͳʯʮ৴པੑͷߴ͍ʯνʔϜͰ͋Ε͹  ΑΓୡ੒ͷՄೳੑ͕͕͋Δ ݸਓͰ͸ͳ͘ʮνʔϜʯ͕ޮՌతʹ  ڠಇ͢Δ͜ͱͰୡ੒ͷՄೳੑ͕͕͋Δ

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Part 1 : ·ͱΊ

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#cmdevio #cmdevio2 1BSU·ͱΊ ɾ৴པੑͱ͸ →৴པੑͷߴ͍ϓϩμΫτ / νʔϜͱ͸ʮτϥϒϧΛى͜͠ʹ͍͘ʯ  ɹʮτϥϒϧΛղܾ͠΍͍͢ʯʮมԽʹڧ͍ʯ ɾͳͥνʔϜͰಇ͘ͷ͔ →ιϑτ΢ΣΞͷ։ൃ / ӡ༻͸ʮෳࡶͳʯ·ͨ͸ʮΠϊϕʔγϣϯͷʯ  ɹۀ຿Ͱ͋ΓɺޮՌతͳνʔϜͰͷڠಇ͕ෆՄܽ ɾ৺ཧత҆શੑͱ͸ →ޮՌతͳνʔϜʹͱͬͯ࠷΋ॏཁͳҼࢠͰ͋Δ  ɹʮΧδϡΞϧʹ΍͹͍͜ͱΛݴ͑Δʯงғؾ

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3ͭͷʮReʯ Part 2

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#cmdevio #cmdevio2 ɾResponsibility : ੹೚ ɾνʔϜͷҰһͱͯ͠ͷʮΘͨ͠ʯͷ;Δ·͍ ɾRespect : ଚܟ ɾνʔϜͱͯ͠ͷʮΘͨͨͪ͠ʯͷ;Δ·͍ ɾRelation : ؔ܎ ɾϓϩμΫτͱʮΈͳ͞Μʯͷؔ܎ ੹೚ / ଚܟ / ؔ܎ ͭͷʮ3Fʯ ࠓճ͸είʔϓ֎ͳͷͰ͞Βͬͱ

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#cmdevio #cmdevio2 ɾʮྱّਖ਼͠͞ʯͦ͜࠷ڧͷੜଘઓུͰ͋Δ ɾແྱ͸ίετΛੜΉ / ྱઅ͸ϝϦοτΛੜΉ ɾϩʔϧϓϨΠϯάήʔϜ ɾϓϩͱͯ͠ͷ;Δ·͍΋࢓ࣄͷ͏ͪ Responsibility : ੹೚ ͭͷʮ3Fʯ3FTQPOTJCJMJUZ

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#cmdevio #cmdevio2 ɾແྱͳਓ͕΋ͨΒ͢5ͭͷඅ༻ ɾಉ྅ͷ݈߁Λ֐͢Δ ɾձࣾʹଛ֐Λ΋ͨΒ͢ ɾ·ΘΓͷࢥߟೳྗΛԼ͛Δ ɾ·ΘΓͷೝ஌ೳྗΛԼ͛Δ ɾ·ΘΓΛ߈ܸతʹ͢Δ ແྱͳଶ౓ʹΑΔίετ ͭͷʮ3Fʯ3FTQPOTJCJMJUZ https://str.toyokeizai.net/books/9784492046494/

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#cmdevio #cmdevio2 ɾྱઅ͋Δଶ౓͸ϝϦοτΛੜΉ ɾʮস͏֯ʹ͸෱͖ͨΔʯ ɾʮ΍͹͍͜ͱʯͦ͜ྱّਖ਼͘͠ ɾʮਖ਼͍͜͠ͱʯ͸ͦΕ͚ͩͰڧ͍ ɾʮϞώΧϯͷख佁ʯ͸  ɹແྱͳଶ౓ͷ໔ࡑූͰ͸ͳ͍ ɾྱઅ͸νʔϜͷҰһͱͯ͠ͷ੹೚ ɹ ɾ·ΘΓͷύϑΥʔϚϯεΛ  ɹԼ͛ͳ͍   ɾձࣾʹଛ֐Λ༩͑ͳ͍ ɾࣗ෼ͷػݏΛϝϯςφϯε  ɹ͢Δͷ΋࢓ࣄͷ͏ͪ ྱઅ͋Δଶ౓ΛͱΔ੹೚ https://str.toyokeizai.net/books/9784492046494/ ͭͷʮ3Fʯ3FTQPOTJCJMJUZ

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#cmdevio #cmdevio2 ɾʮཧ૝ͷϓϩʯΛԋͯ͡ΈΑ͏ ɾνʔϜ͕੒ՌΛग़ͨ͢Ίʹཧ૝తͳ;Δ·͍Λ  ɹ૝૾͠ԋͯ͡ΈΔ ɾͩͬͯɺ࢓ࣄͰ͠ΐʁ ʮۈ຿࣌ؒத͸ཧ૝ͷϓϩάϥϚͷ;ΓΛ͢Δɻ  ɹͦΕ͕͋ͳͨͷ࢓ࣄͳͷͰ͢ɻʯ ϩʔϧϓϨΠϯάήʔϜ https://xn--97-273ae6a4irb6e2hsoiozc2g4b8082p.com/ ͭͷʮ3Fʯ3FTQPOTJCJMJUZ

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#cmdevio #cmdevio2 ɾHRT(ϋʔτ)ͷݪଇ ɾHumility ʢݠڏʣ ɾRespect ʢଚܟʣ ɾTrustʢ৴པʣ Respect : ଚܟ ͭͷʮ3Fʯ3FTQFDU https://www.oreilly.co.jp/books/9784873116303/

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#cmdevio #cmdevio2 ɾHumility : ࣗ෼ʹ͸ݠڏͰ͍Α͏ ɾRespect : ૬खΛଚܟ͠Α͏ ɾTrust : ͓ޓ͍ʹ৴པ͓͋͠͏ ɾνʔϜͷ৺ཧత҆શੑͷৢ੒ʹෆՄܽͳ΋ͷ ʮ͋ΒΏΔਓؒؔ܎ͷিಥ͸ɺ  ɹݠڏɾଚܟɾ৴པͷܽ೗ʹΑΔ΋ͷͩɻʯ HRTͷݪଇ ͭͷʮ3Fʯ3FTQFDU https://www.oreilly.co.jp/books/9784873116303/

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#cmdevio #cmdevio2 ɾϓϩμΫτͱʮΈͳ͞Μʯͷؔ܎ ɾΩʔϫʔυ ɾDevRel (Developer Relations) ɾDX (Developer eXperience) ɾCRE (Customer Reliability Engineering) ɾऔΓ૊Έ͸࢝Ί͍ͯ·͢ ɾޤ͝ظ଴ Relation : ؔ܎ ͭͷʮ3Fʯ3FMBUJPO ࠓճ͸είʔϓ֎ͳͷͰ͞Βͬͱ

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Part 2 : ·ͱΊ

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#cmdevio #cmdevio2 1BSU·ͱΊ ɾ3ͭͷRe ɾResponsibility : ੹೚ ɾྱઅΛ࣋ͬͨϓϩͱͯ͠;Δ·͏੹೚ ɾRespect : ଚܟ ɾ૬ख΋੹೚ΛՌͨ͢ϓϩͱͯ͠ଚܟ͢Δ ɾRelation : ؔ܎ ɾϓϩμΫτͱʮΈͳ͞ΜʯͷؒʹΑ͍ؔ܎Λங͘

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ࠓ೔͓఻͍͑ͨ͜͠ͱ

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#cmdevio #cmdevio2 ґଘؔ܎ Ձ஋   → ৴པੑͷߴ͍ϓϩμΫτ   → ৴པੑͷߴ͍νʔϜ   → ৺ཧత҆શੑ → HRT → ྱઅ

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ͭͷʮ3Fʯ  ʙιϑτ΢ΣΞͷ৴པੑΛߴΊΔͨΊʹ΅͕ͨͪ͘Ͱ͖Δ͜ͱʙ ࣄۀ։ൃ෦ Ԙ୩ܒ !LXBQQB

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One More Thing

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#cmdevio #cmdevio2 ͞ΒͳΔґଘؔ܎ Ձ஋   → ৴པੑͷߴ͍ϓϩμΫτ   → ৴པੑͷߴ͍νʔϜ   → ৺ཧత҆શੑ → HRT → ྱઅ

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#cmdevio #cmdevio2 ͞ΒͳΔґଘؔ܎ Ձ஋   → ৴པੑͷߴ͍ϓϩμΫτ   → ৴པੑͷߴ͍νʔϜ   → ৺ཧత҆શੑ → HRT → ྱઅ → ݈߁

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#cmdevio #cmdevio2 ݈߁͸໋ΑΓେࣄ ɾʮ݈΍͔ͳΔͱ͖΋පΊΔͱ͖΋ʯͷ΢ι ɾ݈߁Λࣦ͏ͱྱઅͲ͜ΖͰ͸ͳ͍ ɾ݈߁ͷґଘؔ܎ ɾϓϩμΫτͷ݈߁ → νʔϜͷ݈߁  ɹ → ϝϯόʔͷਫ਼ਆత݈߁ → ϝϯόʔͷ೑ମత݈߁ ɾ৺਎ͷ݈߁͸ϝϯςφϯε͕ඞཁ ɾ৯ࣄ / ӡಈ / ਭ຾ ɾ৺ͷϦηοτεΠονΛ࣋ͱ͏