トラディショナルな企業でズンズン歩んだ積み木細工のDevOps

28a19450561110941fa841ad97489037?s=47 araratakeshi
April 10, 2019

 トラディショナルな企業でズンズン歩んだ積み木細工のDevOps

トラディショナルな企業でズンズン歩んだ積み木細工のDevOps
2019/04/10 DevOpsDays 2019
#DevOpsDaysTokyo

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araratakeshi

April 10, 2019
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  1. τϥσΟγϣφϧͳاۀͰ ζϯζϯาΜͩ ੵΈ໦ࡉ޻ͷDevOps 2019/4/10 Hall A 17:00 - גࣜձࣾϰΝϧݚڀॴ ݟ઒

    ޹ଠɾ৽Ҫ ߶
  2. վΊ

  3. DevOpsDaysͳͷʹ DevOpsͬͯݴͬͯͳ͍ DevOpsͷ࿩ 2019/4/10 Hall A 17:00 -
 גࣜձࣾϰΝϧݚڀॴ ݟ઒

    ޹ଠ
  4. ໊લɿݟ઒޹ଠ ॴଐɿגࣜձࣾϰΝϧݚڀॴ ɹɹɹφϏήʔγϣϯ։ൃ෦ ෦௕ ͘͝࠷ۙͷτϐοΫɿ ී௨ͩͱࣗೝ͍ͯͨ͠ͷʹಉ྅ʹ͸มͩͱݴΘΕΔ ಉ͡ਓ͔Β͜ͷݪܕͱͳͬͨεϥΠυͭ·ΒΜʢ௒ ҙ༁ʣͱݴΘΕΔ

  5. ࠓΛͲ͏͙͔྇ Ṗͷຊମ ֎͔Βݟͨ࢟ ࠷ۙͷϰΝϧݚڀॴ Ӻ͢ͺ͋ͱ Έ͑ΔԽ MaaS

  6. ɾϢʔτϐΞ ɾม͍͔͑ͯ͘͠ͳ͍ ɾ͍͕Έ߹͏ʁӦۀͱ։ൃ ɾ·ͱΊ ΞδΣϯμ

  7. ϢʔτϐΞ ʢ͋Δ͍͸σΟετϐΞʣ

  8. 1990೥୅ͷϰΝϧݚڀॴ͸ ΢Οϯυ΢ζιϑτ΢ΣΞͷ ։ൃൢച͕ओ

  9. 90೥୅ޙ൒ େώοτʢ౰ࣾൺʣͯ͠ٸ੒௕

  10. ੒௕ʹҡ͕࣋௥͍͔ͭͣ ࠓΛͲ͏͙͔྇

  11. ݁Ռ

  12. ٕज़Ͱͳ͘ਓྗ

  13. ٕज़తͳ஝ੵ͕ݮΔ

  14. ҉໧஌ͷଟ͍։ൃɺӡ༻ɺӦۀ ʢͭ·Γձࣾશମʣ

  15. ӡ༻ͷͨΊͷ ͪΐͬͱͨࣗࣾ͠πʔϧͷࢁ

  16. ӡ༻νʔϜ͸ͳ͍ ʢجຊ͸։ൃνʔϜ͕ӡ༻ʣ

  17. None
  18. ͦΜͳத ࣌୅ͷྲྀΕ͸WebͱϞόΠϧ΁

  19. ࢮࢡྦྷʑ

  20. ΋ͬͱྑ͘Ͱ͖Δ͸ͣ ΋ͬͱָʹͳΔ͸ͣ

  21. ͋ΘΑ͘͹ ன৸͠ͳ͕ΒͰ΋੒Ռ͕ͰΔͱྑ͍

  22. ม͑ͯߦ͔͘͠ͳ͍

  23. ·ͣ͸ർฐ͔Β୤ग़

  24. ෛ୲Ͱ͔͠ͳ͍ αʔόपΓΛͲ͏ʹ͔Ͱ͖ͳ͍͔

  25. AWS! AWS! AWS!

  26. You Build it; You Run it. - AWS CTO Werner

    Vogels - https://www.flickr.com/photos/thenextweb/5664491379/
  27. Werner Vogels of Amazon.com in a blog comment back in

    2006: "The best way to completely automate operations is to have to developers be responsible for running the software they develop. It is painful at times, but also means considerable creativity gets applied to a very important aspect of the software stack. It also brings developers into direct contact with customers and a very effective feedback loop starts. There is no separate operations department at Amazon: you build it; you run it." https://www.flickr.com/photos/thenextweb/5664491379/ https://www.strehle.de/tim/weblog/archives/2010/11/09/1320
  28. ࠾༻ʂ ʢ௒ҙ༁ʣ

  29. CD/CI(jenlins,wercker,circleCI)ɺόʔδϣϯ؅ཧ (github)ɺϓϩδΣΫτ؅ཧ(redmine,jira)ɺυΩϡϝϯτ (esa)ɺ؂ࢹ(mackerel)ɺࣗಈԽɺνϟοτʢslackʣ ͳͲ

  30. πʔϧ΋ೖΕ·͘Δ

  31. ྫྷ੩ʹݟͯ ී௨…

  32. ͜ͷ̎೔ؒͰ ΠέͯΔٕज़ͷ࿩ͱ͔

  33. ΠέͯΔπʔϧͷ࿩ͱ͔

  34. ͨ͘͞Μ͋ͬͨ͸ͣͳͷͰ ৄ͘͠͸ ͦͪΒΛࢀߟʹ͍ͯͩ͘͠͞

  35. ӡ༻ͷෛՙ͸େ෯ܰݮ ։ൃ଎౓΋޲্

  36. ΦʔφʔγοϓͷΊ͹͑

  37. ͍͕Έ߹͏ʁӦۀͱ։ൃ

  38. ։ൃ΋Ӧۀ΋શྗͳͷʹ໨త͕͋ͬ ͍ͯͳ͍ -> ੒Ռ͕ग़ͮΒ͍

  39. ো֐ରԠͰͷελϯεͷҧ͍͔Β ௻Δ্͛͠

  40. ݏ͕Βͤʹ phoenix projectΛෳ਺࡭౉͢ ʢ௒ҙ༁ʣ

  41. ͪΐͬͱ൓ল

  42. ͜Ε·Ͱ͸ ʮՁ஋Λಧ͚Δ͜ͱʯ͸݁Ռͩͬͨ ݁Ռͱͯ͠ಧ͍͍ͯͨ͜ͱ΋͋ͬͨ

  43. Ұॹʹͳͬͯಇ͘ Ұॹʹސ٬ͷ͜ͱΛߟ͑Δ

  44. υΩϡϝϯτվળνʔϜ ϓϩμΫτఆྫ ϦϦʔεϨϏϡʔ Ӧۀ޲͚ษڧձ ސ٬๚໰ ϩʔυϚοϓ࡞੒ ਺ࣈͷ֬ೝ ଧ্ͪ͛ ϋοΧιϯ DeveloperRelations

  45. ͳͲͳͲ

  46. ݁Ռ Ձ஋؍ɺ໨తͷڞ༗

  47. Ձ஋Λಧ͚Δ͜ͱ͕໨త

  48. ͍·ͩվળͷ్தͰ͋Δ΋ͷͷ ਺ࣈ΋൐͏Α͏ʹ

  49. ·ͱΊ

  50. πʔϧ΍ٕज़ʹؔͯ͠ ಛผͳ͜ͱͳΜͯͳ͍

  51. ͦΕΑΓ΋ॏཁͩͬͨͷ͸ Ձ஋؍ͷมԽ ΦʔφʔγοϓͩͬͨΓ Ձ஋Λಧ͚ΔͩͬͨΓ

  52. ݱ৔ओಋɺखஈઌߦ ͩͬͨͱͯ͠΋

  53. ໨త͕͸͖ͬΓ͍ͯ͠Ε͹ ڞ௨ͷՁ஋؍͕͋Ε͹

  54. ݁Ռͱͯ͠ےͷྑ͍ख͕࢒Γ δΣϯΨͷΑ͏ʹੵΈ͕͋Δ

  55. ࠓΛͲ͏͙͔྇ ͔ͩΒ ͍ͭͩͬͯਫ໘ԼͰ͸ δλόλ͍ͯ͠Δ

  56.   τϥσΟγϣφϧͳاۀͰ ζϯζϯาΜͩ ੵΈ໦ࡉ޻ͷ%FW0QT จԽৢ੒ओಋͰձࣾΛม͍͑ͯͬͨ࿩ גࣜձࣾϰΝϧݚڀॴ৽Ҫ߶ ೥݄೔

  57. Πϕϯτ࠷ऴ೔͔ͭ ϥετ࿮ ΋͏୭͔͕Կॲ͔Ͱ࿩ͨͰ͠ΐ͏ ʮจԽʯͷ࿩͢ΔΑͶ  

  58. גࣜձࣾΤφδϟΠϧ • CodeZineAcademy ScrumBootCampPremiumߨࢣ • schooߨࢣ • ίϛϡχςΟ • DevLOVEɺAgile

    Samurai BaseCampӡӦ • CoderDojo͗͢ͳΈӡӦ • গ೥αοΧʔίʔνʢશࠃେձग़৔ʣ ৽Ҫ ߶ Arai Takeshi औక໾ COO   SoR Dept෦௕
  59. ΞδΣϯμ  ݱ৔  ֶͼͱจԽͷॏཁੑ  ద༻͚ͨͩ͠Ͱ͸্׈Γ  ෩ܠ 

    ϚϯωϦԽ͔Βͷֶͼ  8IZ  ࣗ෼͔Β࢝ΊΔ  
  60. ΞδΣϯμ  ݱ৔  ֶͼͱจԽͷॏཁੑ  ద༻͚ͨͩ͠Ͱ͸্׈Γ  ෩ܠ 

    ϚϯωϦԽ͔Βͷֶͼ  8IZ  ࣗ෼͔Β࢝ΊΔ  
  61. τϥσΟγϣφϧͷ࿩ w ਆ͕॓Διʔε w σʔλͱϩδοΫີ݁߹ w ϞϊϦγοΫ w ߴ͍ෳࡶ౓ w

    ૊Έ߹Θͤരൃ w $16ͱϝϞϦ w ม਺̏จࣈ  
  62. ૊Έ߹Θͤരൃ !62 ֨ࢠ ௨Γ ܻ 1×1 2 Ұ 2×2 12

    े 3×3 184 ඦ 5×5 1,262,816 ඦສ 8×8 3,266,598,486,981,642 ઍஹ 10×10 1,568,758,030,464,750,013,214,100 1䉾ઍᆇઍژ ʰϑΧγΪͷ਺͑ํʱ ͓Ͷ͑͞Μͱ͍ͬ͠ΐʂ ΈΜͳͰ਺͑ͯΈΑ͏ʂ https://www.youtube.com/watch?v=Q4gTV4r0zRs%0A
  63. શ෦ܭࢉ͢Δ΄Ͳ CPUύϫʔ͸ͳ͍ ͋ͬͱ͍͏ؒʹʰ૊Έ߹Θͤരൃʱ మಓӺ͚ͩͰ 9,000ӺʢόεఀʁۭߓʁߓʁϗʔϜʁग़ޱʁ…ʣ !63

  64. • ΞϧΰϦζϜΛ׆༻ • forϧʔϓΛͳ͘͢ • (ॳظ஋ઃఆɺ৚݅෼ذɺΠϯΫϦϝϯτͰ໋̏ྩ) • ม਺͸̏จࣈ • ίϯύΠϧͨ͠ࡍʹαΠζ͕খ͘͞ͳΔΑ͏ʹ

    !64 ͦ΋ͦ΋ ʮ૊߹ͤരൃʯͱ͸ νϣοτ͕ͪ͏
  65. ݸਓͷ։ൃݱ৔  3'$ݟͳ͕ΒύέοτΛόΠτίʔυͰߏங͠6%1ͰϚϧ νΩϟετ͢ΔมଶνοΫͳωοτϫʔΫϓϩάϥϛϯά  8JOEPXTΞϓϦέʔγϣϯͷσβΠϯ͔ΒαʔόʔαΠυ Λ+BWB΍Β$΍Β$΍ΒͰΰϦΰϦ  Ӻ͢ͺ͋ͱͷϛυϧΤϯδϯΛ3FTU'VMMͷ)551αʔόʔ ΞϓϦέʔγϣϯΛ$ݴޠͰ։ൃ

     )BETPOʹग़ձ͏ʢݱࡏͷ+FOLJOTʣ  ࣗಈԽָ͍͠ɻΞδϟΠϧͷੈքʹ਎ΛҕͶΔ  ࣾ಺ͷϓϩηε΍ΞʔΩςΫνϟ͸݁ߏଐਓԽ  ͳ͔ͳ͔ϠόΠͧ  
  66.   ՝୊͕΅Μ΍Γݟ͖͑ͯͨ

  67.   ՝୊ ✗ ✗ ✗ ✗ 0QTσʔλϝϯςർฐ Ϙʔϧͷ౤߹͍ νʔϜʹͳ͍ͬͯͳ͍

    ৬ਓΤϯδχΞͷ͓͔͛
  68. ෼ྨ ຌΤϯδχΞ໨ઢ ࢲ Ϛωδϝϯτ໨ઢ ࢲ ෆ۩߹ ௐࠪ ϓϩάϥϜͷΤϥʔΛൃݟ ݱ৔ͷΠβίβ ॻ੶΍Ϗδωεॻ

    Ծઆ τϥΠ Τϥʔ ίϐϖ Ϗϧυɾ࣮ߦ ͏·͍͔͘ͳ͍ खஈઌߦಋೖ ݟΑ͏ݟ·Ͷ ࣦഊ΍఍߅ ຊ࣭ਂ۷Γ ࠶τϥΠ ΠϯϓϦ ҙຯཧղ Ϗϧυɾ࣮ߦ σϓϩΠ ݪॻ΍ݹయ ໨త΍՝୊ϑΥʔΧε ܦݧ஋Ճຯ࣮ફ ӡ༻ ϝϯςφϯε ΦϖϨʔγϣϯ ϦϑΝΫλϦϯά ΧΠθϯ ύλʔϯԽͱଞద༻
  69. ΞδΣϯμ  ݱ৔  ֶͼͱจԽͷॏཁੑ  ద༻͚ͨͩ͠Ͱ͸্׈Γ  ෩ܠ 

    ϚϯωϦԽ͔Βͷֶͼ  8IZ  ࣗ෼͔Β࢝ΊΔ  
  70. ಡΈ·͘Δ  $*5%%  ΞδϟΠϧ  εΫϥϜɾϦʔϯ  Ϗδωεॻ 

    ܦӦॻ  
  71. νʔϜͰ࢓ࣄΛ͢Δۃҙ͸ ΞδϟΠϧ͔ΒશֶͯΜͩ  ίϛϡχέʔγϣϯ  ݟ͑ΔԽ  ;Γ͔͑Γ  ৔ͮ͘Γ

     Ձ஋؍    ࣗݾ૊৫Խ  ϑΝγϦςʔγϣϯ  'BJMGBTU  ࣋ଓՄೳͳϖʔε Ϝμ࡟ݮ
  72. ڧԽܥಡॻɾ֬ূόΠΞε ಡΊ͹ಡΉ΄Ͳ ʮਓʯʮֶͼʯʮՁ஋ײʯͷॏཁੑ ͦͯ͠ʮจԽʯ  

  73. ͻͱͦ͜͢΂ͯ   Ϧʔϯιϑτ΢ΣΞ։ൃͱ૊৫վֵ p.247 ஌ࣝ࿑ಇऀ ʮॿ͚߹͍ʯ ͱ͍͏نൣ ૬ޓଚॏ ख़࿅ͷތΓ

    લઢͷϦʔμʔ
  74.   ֶश͢Δ૊৫ p.247 ࢤΛҭΉ ڞ૑తͳձ࿩ ෳࡶੑͷཧղ ࣗݾϚελϦʔ ڞ༗Ϗδϣϯ ϝϯλϧϞσϧ

    νʔϜֶश γεςϜࢥߟ
  75. খాઌੜͷࣾ಺ߨԋґཔ   ग़యɿhttps://www.change-agent.jp/about/profiles.html

  76.   ઓུαϑΝϦ pp.448-451 σβΠϯ ϓϥϯχϯά ϛϯπόʔάͷઓུ෼ྨ ϝλϑΝͱͯ͠ͷݐஙֶ ౎ࢢܭըɺγεςϜཧ࿦ ϙδγϣχϯά

    ΞϯτϨϓϨφʔ ܦࡁֶɺ܉ࣄֶ࢙ ܦࡁֶʹ͓͚Δॳظͷจݙ ίάχςΟϒ ϥʔχϯά ৺ཧֶ ৺ཧֶʹ͓͚Δֶशཧ࿦ ύϫʔ Χϧνϟʔ ੓ֶ࣏ ਓྨֶ ΤϯόΠϩϝϯτ ίϯϑΟΪϡϨʔγϣϯ ੜ෺ֶɺ੓࣏ࣾձֶ ྺֶ࢙
  77. ஌ࣝ࿑ಇऀͷੜ࢈ੑ  ʮ࢓ࣄ͸Կ͔ʯΛߟ͑ΔɻʮͲͷΑ͏ʹ࡞ۀ͢Δ͔ʯͰ͸ͳ͍  ஌ࣝ࿑ಇऀࣗ਎͕ੜ࢈ੑ޲্ͷ੹೚Λෛ͏ɻࣗ෼ࣗ਎Λ؅ཧ͠ɺ ࣗ཯ੑΛ࣋ͭɻ  ܧଓతʹΠϊϕʔγϣϯΛߦ͏͜ͱ͕ɺ஌ࣝ࿑ಇऀͷ࢓ࣄͰ͋ Γ೚຿Ͱ͋Γ੹೚Ͱ͋Δ 

    ܧଓֶͯ͠ͼɺͦΕͱಉ͘͡Β͍ɺܧଓͯ͠ਓʹڭ͑Δɻ  ੜ࢈ੑ͸Ξ΢τϓοτͷྔͷ໰୊Ͱ͸ͳ͍ɻগͳ͘ͱ΋ओཁͳ ໰୊Ͱ͸ͳ͍ɻॏཁͳͷ͸࣭Ͱ͋Δɻ͋Δܭըͱ׆ಈͷʮ݁Ռʯ ΛଌΔɻ  ஌ࣝ࿑ಇऀ͕ʮίετʯͰ͸ͳ͘ʮࢿຊࡒʯͱͯ͠۰͞ΕΔɻ ஌ࣝ࿑ಇऀࣗ਎͕૊৫ͷͨΊʹಇ͘͜ͱΛԿΑΓཉ͍ͯ͠Δɻ   Ϧʔϯιϑτ΢ΣΞ։ൃͱ૊৫վֵ υϥοΧʔͷҾ༻ p.258 ग़య:https://ja.wikipedia.org/wiki/ϐʔλʔɾυϥοΧʔ#/media/File:Drucker5789.jpg
  78. Ϧʔμʔͷ໾ׂ ૊৫ͷύϑΥʔϚϯε61 w ऩӹ ച্ɾίετ  w ϝϯόʔͷҭ੒ w ૊৫ͷงғؾɾ؀ڥߏங

     
  79. จԽͷॏཁੑ w ݟ͑ΔԽ w ࣗݾ૊৫Խ w ૊৫ֶश w ΧΠθϯϚΠϯυ 

    
  80. จԽͱ͸ ͋Δࣾձ૊৫ʹڞ༗͞Ε͍ͯΔՁ஋؍ ૯͍ͯ͡͏ͱਓ͕ؒࣾձͷ੒һͱͯ͠ ֫ಘ͢ΔৼΔ෣͍ͷෳ߹͞Εͨ૯ମͷ ͜ͱͰ͋Δɻ   https://ja.wikipedia.org/wiki/จԽ

  81. اۀจԽͱ͸ w اۀ͕༗͢ΔಠಛͷՁ஋ମܥ΍ߦಈنൣ w اۀͷ௕೥ͷ఻౷ w ݱ࣌఺ͰͷܦӦਞͷܦӦํ਑ w اۀͰͷࣾһͷߦಈ༷ࣜʹ΋ݱΕΔࣄฑ w

    ֎෦͔ΒͦͷاۀΛݟͨ৔߹ͷΠϝʔδ   https://ja.wikipedia.org/wiki/اۀจԽ
  82. !82 ୈ3ͷಓ ࣮ݧɺࣦഊ͔Βͷֶशɺ൓෮ͱ࿈ த͕ख़ୡʹ͸ෆՄܽͱ͍͏ߟ͑ํ Λฒߦͯ͠ҭ͍ͯͯ͘اۀจԽΛ ࡞Δ͜ͱ Ҿ༻ॻ੶̍ɿ5IF%FW0QTٯసͩ 5IF1IPFOJY1SPKFDU The DevOpsٯసͩ!

    P.105
  83. !83 Ҿ༻ॻ੶̎ɿ&⒎FDUJWF%FW0QT Effective DevOps จԽͷͨΊͷॲํᝦ p.13 devops͸จԽӡಈͩɻ devops͸จԽͷͨΊͷ ॲํᝦͰ͋Δɻ ຊ࣭తʹɺจԽ͸ࣾձߏ଄ͱབྷΈ߹͍ͬͯΔ΋

    ͷͩɻ૊৫಺ͷ֊૚ߏ଄ɺۀք಺Ͱͷͭͳ͕Γɺ άϩʔόϧԽ͸จԽʹӨڹΛ͓Α΅͢ɻͦͯ͠ɺ ͦΕΒʹ͸ɺՁ஋؍ɺج४ɺ৴೦ɺ࡞ҝͳͲ͕ ൓ө͞Ε͍ͯΔɻࢲ͕ͨͪ࡞Διϑτ΢ΣΞ͸ɺ ͦΕΛ࢖͏ਓͨͪɺͦΕΛ࡞Δਓ͔ͨͪΒ੾Γ ཭͞ΕͨܗͰ͸ଘࡏ͠ͳ͍ɻdevopsͱ͸ɺޮ Ռతʹ࢓ࣄΛ͢ΔͨΊʹɺࣾձߏ଄ɺจԽɺٕ ज़Λֵ৽͢Δํ๏Λݟ͚ͭΔ͜ͱͩɻ
  84. !84 Ҿ༻ॻ੶̎ɿ&⒎FDUJWF%FW0QT ૊৫తͳֶशͱ͸ɺ૊৫͕࣋ ͭ஌ܙΛूΊɺ੒௕ͤ͞ɺڞ ༗͢ΔϓϩηεͰ͋Δɻ ֶश͢Δ૊৫ͱ͸ɺֶशΛҙࣝతʹߦ͍ɺֶश Λ۩ମతͳ໨ඪͱͯ͠ܝ͛ɺ࣌ؒͱͱ΋ʹ஝ੵ ͞ΕֶͨशྔΛ૿΍͍ͯͨ͘͠Ίʹ۩ମతͳ׆ ಈΛ͍ͯ͠Δ૊৫ͷ͜ͱͩɻ ...

    ૊৫తͳֶश͸اۀશମʹେ͖ͳӨڹΛ༩ ͑Δɻͦͯ͠ɺ૊৫తͳֶशΛ࣮ફ͍ͯ͠Δا ۀ͸ɺͦ͏Ͱͳ͍اۀΑΓ΋੒ޭ͍ͯ͠Δ͜ͱ ͕ଟ͍ɻ Effective DevOps ૊৫తͳֶशp.41
  85. !85 έΠύϏϦςΟ͸૊৫ͷڝ૪্ͷ༏Ґੑ 1. ܧଓతσϦόϦͷଅਐޮՌ͕ߴ͍έΠ ύϏϦςΟ 2. ΞʔΩςΫνϟؔ࿈ͷέΠύϏϦςΟ 3. ੡඼ɾϓϩηεؔ࿈ͷέΠύϏϦςΟ 4.

    Ϧʔϯࢥߟʹଈͨ͠؅ཧɾ؂ࢹʹؔΘ ΔέΠύϏϦςΟ 5. ૊৫จԽʹؔΘΔέΠύϏϦςΟ Ҿ༻ॻ੶̏ɿ-FBOͱ%FW0QTͷՊֶ LeanͱDevOpsͷՊֶ 5ΧςΰϦʔͱ24ͷCapabilities p.20, p.31
  86. ΞδΣϯμ  ݱ৔  ֶͼͱจԽͷॏཁੑ  ద༻͚ͨͩ͠Ͱ͸্׈Γ  ෩ܠ 

    ϚϯωϦԽ͔Βͷֶͼ  8IZ  ࣗ෼͔Β࢝ΊΔ  
  87.   ͜ͷۜͷ஄ؙͰ ໌೔͔Β%FW0QT

  88. !88 ֎͔ΒಘΒΕֶͨͼΛɺͦͷ··ࣗ ෼ͨͪͷݱ৔΍࢓ࣄͰద༻͠Α͏ͱ ͯ͠΋ɺ͍͍ͨͯ͏·͍͔͘ͳ͍ɻ ࣗ෼ͨͪͷʮঢ়گʯʹরΒ͠߹Θͤ ͯΈΔ͜ͱ͕ඞཁ ΧΠθϯɾδϟʔχʔ P.13 ίϐϖͯ͠΋/(

  89. ʮݱ୅೔ຊͷ։Խʯ ʕՆ໨ᕸੴʕ ʮݱ୅೔ຊͷ։Խʯɿhttps://www.aozora.gr.jp/cards/000148/files/759_44901.html ͭͳ͕ΓͷʮྔʯΛʮ࣭ʯʹม͑Δ伴ͱ͸ʁ ܦӦֶऀɾӉా઒ݩҰࢯɿhttps://newspicks.com/news/3358764/body/ ग़యɿhttps://ja.wikipedia.org/wiki/Ն໨ᕸੴ !89 ʮ্׈Γͷจ໌։Խʯ ࣗવͱ಺ʹൄ߬ͯ͠ৢ͞Εͨ ྱࣜͰͳ͍͔Βऔ͚ͬͯͭͨ

    Α͏Ͱɺ͸ͳ͸ͩݟ͍ۤ͠ɻ ͜Ε͸։Խ͡Όͳ͍ɺ։ԽͷҰ୺ͱ΋Ӡ͑ͳ͍΄ ͲͷࠣࡉͳࣄͰ͋Δ͕ɺͦ͏͍͏ࠣࡉͳࣄʹࢸΔ ·Ͱɺզʑͷ΍͍ͬͯΔࣄ͸಺ൃతͰͳ͍ɺ֎ൃ తͰ͋Δɻ ͜ΕΛҰݴʹͯ͠Ӡ͑͹ݱ୅೔ຊͷ։Խ͸ൽ૬্ ׈Γͷ։ԽͰ͋ΔͱӠ͏ࣄʹؼண͢ΔͷͰ͋ Δɻ…͔ͦ͠͠Ε͕ѱ͍͔Β͓ࢭ͠ͳ͍͞ͱӠ͏ ͷͰ͸ͳ͍ɻࣄ࣮΍ΉΛ͑ͳ͍ɺྦΛವΜͰ্׈ Γʹ׈ͬͯߦ͔ͳ͚Ε͹ͳΒͳ͍ͱӠ͏ͷͰ͢ɻ
  90.   ࣌୅ͷมΘΓ໨ʹ ର͢Δཉٻ͕ ࣾ಺ʹ಺ࡏ͍ͯͨ͠

  91. ಉ࣌ଟൃ ΦϯϓϨ͔ΒΫϥ΢υԽ Ψϥέʔ͔ΒεϚϗԽ #:0% ϦϞʔτϫʔΫ Ϋϥ΢υαʔϏε׆༻ ษڧձձ৔ఏڙ ձࣾݟֶπΞʔ %FW3FM׆ಈ %FWFMPQFS3FMBUJPOT

     ࣾ಺ߨԋɾษڧձ ձࣾͷϛογϣϯ࠶ߏங  
  92. ଔ୏ಉ࣌ ·ͨͱͳ͍޷ػͷ͜ͱ ௗͷ਽͕ཛ͔Βग़Α͏ͱ໐͘੠ͱ ฼ௗ͕֎͔Β֪Λͭͭ͘ͷ͕ ಉ࣌Ͱ͋Δͱ͍͏ҙ   https://dictionary.goo.ne.jp/word/䆦୏ಉ࣌/

  93.   ιϦϡʔγϣϯ ݟ͑ΔԽ ӽڥ νʔϜ Ϗϧυ Ϟϒ 0QTσʔλϝϯςർฐ Ϙʔϧͷ౤߹͍

    νʔϜʹͳ͍ͬͯͳ͍ ৬ਓΤϯδχΞͷ͓͔͛ ։ൃϓϩηε΍੍౓͚ͩͰͳ͘ਓʹϑΥʔΧε͢Δ
  94.   https://agilemanifesto.org/iso/ja/manifesto.html https://agilemanifesto.org/iso/ja/manifesto.html

  95.   https://agilemanifesto.org/iso/ja/manifesto.html ϓϩηε΍πʔϧΑΓ΋ ݸਓͱର࿩Λ ܭըʹै͏͜ͱΑΓ΋ มԽ΁ͷରԠΛ

  96. ΞδΣϯμ  ݱ৔  ֶͼͱจԽͷॏཁੑ  ద༻͚ͨͩ͠Ͱ͸্׈Γ  ෩ܠ 

    ϚϯωϦԽ͔Βͷֶͼ  8IZ  ࣗ෼͔Β࢝ΊΔ  
  97.   ݟ͑ΔԽ Χϯόϯ ͋ΜͲΜɾσϓϩΠϝϯτύΠϓϥΠϯ 7BMVF4USFBN.BQQJOH ϦϦʔετϨΠϯ λεΫϘʔυ ϞϠϞϠϘʔυ ੕औද

    χίχίΧϨϯμʔ ΧΠθϯϚΠϯυ ϞϒϓϩάϥϛϯάɾϞϒϧʔϜ ͲΜͳܠ৭ʹͳͬͨͷ͔ʁ
  98.   ૯຿෦໳

  99.   ৘γε෦໳

  100.   ؂ࠪ෦໳

  101.   σʔλ੍࡞෦໳

  102.   Ϛʔέ෦໳

  103.   ΤϯδχΞ෦໳

  104.   ேձ͍Ζ͍Ζ

  105.   ͋ΜͲΜ

  106.   ͓΍ͭਆࣾ

  107.   ,ϞϒϓϩɾϧʔϜ

  108.   7BMVF4USFBN.BQQJOH

  109.   ࣾ಺ηϛφʔɾษڧձձ৔

  110.   ձࣾݟֶπΞʔ

  111. ˞଴ͪߦྻ͕௕͗ͯ͢Ԡืதஅத ॕ ਓୡ੒  Ր -*/&༷ʹͯ

  112. !112

  113. ࣾ֎͔Β༌ೖ͠ ࣾ಺Ͱख़੒ͨ݁͠Ռ  

  114. w νʔϜͷൿີج஍ ৔ ͕͋Δ w ৺ཧత҆શੑ w ࣗݾ૊৫Խ w نఆ΍ϓϩηεʹै͏ΑΓ΋

    ΧΠθϯͯ͠͠·͏  
  115. ΞδΣϯμ  ݱ৔  ֶͼͱจԽͷॏཁੑ  ద༻͚ͨͩ͠Ͱ͸্׈Γ  ෩ܠ 

    ϚϯωϦԽ͔Βͷֶͼ  8IZ  ࣗ෼͔Β࢝ΊΔ  
  116.   ίϛϡχέʔγϣϯͷ ๞࿨౓ΛߴΊΔ

  117. 50ഒͷࠩ ໊̔ͷAࣾ vs 400ਓͷBࣾ δΣϑɾαβʔϥϯυത࢜ߨԋʮSilos, Transparency, and HappinessʯʢεΫϥϜΛ׆༻ͨ͠૊৫มֵʣhttps://www.youtube.com/watch?v=z__5UhpjOxU ίϛϡχέʔγϣϯͷ๞࿨౓100% Կ΋ࢦࣔ΍ձ͕ٞͳͯ͘΋Ϝμ΍ख໭Γ͕ͳ͘࢓ࣄ͕Ͱ͖Δ

    ίϛϡχέʔγϣϯͷ๞࿨౓ ேձʹ͍ͨͬͨ
  118. !118 ग़యɿΞδϟΠϧιϑτ΢ΣΞ։ൃʮίϛϡχέʔγϣϯνϟϯωϧ͝ͱͷ๛͔͞ʯΞϦελʔίόʔϯIUUQTXXXBNB[PODPKQEQ ϏσΦςʔϓ ೋਓͰి࿩ ೋਓͰϗϫΠτϘʔυ ೋਓͰϝʔϧ Ի੠ςʔϓ ࢴ Թ͔͍ ྫྷ͍ͨ

    ί ϛ ϡ χ έ | γ ϣ ϯ ͷ ޮ ཰
  119. ϝϥϏΞϯͷ๏ଇ !119 IUUQTKBXJLJQFEJBPSHXJLJϝϥϏΞϯͷ๏ଇ ʢॾઆ͋Γʣ ݴޠ৘ใ  ϝʔϧɿจࣈ ௌ֮৘ใ  ి࿩ɿࣖ

    ࢹ֮৘ใ  ର໘ɿ໨ <NTFD>
  120. ϧʔϧͰറΔΑΓ΋ ϞϥϧʹͳΔΑ͏ʹ  

  121. ϚϯωϦ͸ϞϥϧʹมΘΔγάφϧ͔΋   ҉໧஌Խ

  122. 4&$*Ϟσϧ   ग़యɿhttps://ja.wikipedia.org/wiki/φϨοδϚωδϝϯτ ҉໧஌ͱܗࣜ஌ͷεύΠϥϧ

  123. φϨοδɾΤίϊϛʔ   MITώμϧΰࢯ͕Ϗοάσʔλ͔Β໌Β͔ʹͨ͠ɺاۀΛ੒௕ͤ͞Δʮ஌ࣝʯͷҠಈͱ͸ʁ https://bizzine.jp/article/detail/3435 ੒௕͸಺෦ͷ஌ࣝͷूੵʹґଘ ڝ૪ʹউͪൃల͠Α͏ͱࢥ͏ͳΒ ஌͕ࣝ಺෦ʹྲྀೖ͢ΔΑ͏ͳ ϑϩʔΛ࡞Δ͜ͱ͕ඞཁ

  124. ΞδΣϯμ  ݱ৔  ֶͼͱจԽͷॏཁੑ  ద༻͚ͨͩ͠Ͱ͸্׈Γ  ෩ܠ 

    ϚϯωϦԽ͔Βͷֶͼ  8IZ  ࣗ෼͔Β࢝ΊΔ  
  125. ͳͥɺ΍ͬͨͷ͔ʁ ͓΋͠Ζ͍͔Β ʮϊϦͷྑ͞ʯͳΜͰ͠ΐ͏  

  126. ඵ଎Ͱܾఆ  

  127. !127 ͓΋͠Ζ͖ ͜ͱ΋ͳ͖ੈΛ ͓΋͠Ζ͘ ߴਿ৾࡞ࣙੈͷ۟ ʢʙʣ ग़యɿhttps://ja.wikipedia.org/wiki/ߴਿ৾࡞

  128. ͳͥɺ΍Εͨͷ͔ʁ ϛυϧΞοϓ ϘτϜΞοϓ ໾һΛઆಘ͕લఏ  

  129. ৴པஷۚ Կ͔ͱಇ͘ɾແ஡ৼΓʹ΋ରԠ  

  130. ໾һͷջͷ޿͞ʹײँ  

  131. ΤϯδχΞͱͯ͠ͷੜଘઓུ ੈͷதͷৗࣝΛࣾ಺ʹऔΓ૊Ή  

  132. ΞδΣϯμ  ݱ৔  ֶͼͱจԽͷॏཁੑ  ద༻͚ͨͩ͠Ͱ͸্׈Γ  ෩ܠ 

    ϚϯωϦԽ͔Βͷֶͼ  8IZ  ࣗ෼͔Β࢝ΊΔ  
  133. ώʔϩʔΛ଴͍ͬͯͯ΋ ձࣾ͸มΘΒͳ͍  

  134. ౴͑͸ࣗ෼͔Β ʮਅʹҒେʯͱʮ୯ʹྑ͍ʯ͕ग़ͯ͘ Δͱ͍͏ͷ͸ԿΛҙຯ͍ͯ͠Δͷ͔ɻ ҧ͍Λ΋ͨΒͨ͠ͷ͸؀ڥͰ΋ͳ͍͠ ӡͰ΋ͳ͍ͱ͍͏͜ͱͩɻ Ғେ͞Λܾఆ͚ͮΔͷ͸؀ڥͰ͸ͳ͘ɺ Կʹ΋૿ͯࣗ͠෼ࣗ਎ͷҙࢤͱن཯Ͱ ͋Δɻ  

    ϏδϣφϦʔɾΧϯύχʔ̐ ࣗ෼ͷҙࢤͰҒେʹͳΔ p.316
  135. ౴͑͸ࣗ෼͔Β اۀ͕ਅʹҒେʹͳΔ͔Ͳ͏͔ܾఆͮ ͚ΔΧΪ͸ਓؒͷखͷதʹ͋Δɻ ͨͱ͑ͲΜͳʹແடংͰෆ҆ఆͳੈք ʹ͋ͬͯ΋ɺͰ͋Δɻ ਓؒʹରͯ͠Կ͕ى͖Δͷ͔Ͱ͸ͳ͘ɺ ਓ͕ؒԿΛͲͷΑ͏ʹ૝૾͠ɺ࣮ߦ͢ Δͷ͔͕ϙΠϯτͳͷͩɻ  

    ϏδϣφϦʔɾΧϯύχʔ̐ ࣗ෼ͷҙࢤͰҒେʹͳΔ p.317
  136. !136 ΧΠθϯɾδϟʔχʔ pp.2-3 ৺͕ંΕͨΒ

  137.  

  138. ΧΠθϯɾΤόϯδΣϦετۀ  ෳۀ  %FW3FMϚʔέςΟϯά  ༷ʑͳ෦ॺͷࢧԉ  সإνʔϜϏϧσΟϯά 

    ݚम΍ϫʔΫγϣοϓ࣮ࢪ  ෦ॺؒͷௐ੔  ૯຿΍؂ࠪ෦໳Ͱ΋ݟ͑ΔԽͱΧΠθϯ  +PZ*ODɺ೔ຊͷ.FOMPʂͱݴΘΕΔ  ΧϯόϯͰ͓ೃછΈͷʂͱݴΘΕΔ  ݟֶπΞʔͷײ૝Ͱʮ·͞ʹจԽʂͱʯݴΘΕΔ  
  139. !139 সإΛੜΈग़͓͢ख఻͍Λ͍ͯ͠Δ

  140.   ଍Γͳ͍ϐʔε͔ͩͬͨΒ উखʹݸਓͰ଩Λ͖ͬͨɻ Ϗδωεͱ։ൃͱച্͕ ಘҙͳਓ͸͍Δ

  141. ࣾձͷ๬Έ ձࣾͷ๬Έ ݸਓͷ๬Έ   ϐʔε

  142.   ೥લͱ͸ ҧ͏ܠ৭͕Ͱ͖͍ͯΔ ҟͳΔݴಈ͕ ࣾ಺ʹᷓΕ͍ͯΔ

  143.   Կ͔Λࣾ಺ʹΠϯετʔϧ͢Δͱ ࣗಈల։͞Ε͍ͯΔ ઌि։࢝͞Εͨ৽ೖࣾһݚमͰ ʮ'VO%POF-FBSOʯΛൃݟ ʮͦͯ͠ɺότϯΛ౉͞Εʯ

  144.   %FW0QTͳͷ͔  ΞδϟΠϧͳͷ͔  ΧΠθϯϚΠϯυͳͷ͔  اۀจԽͳͷ͔ ͜ͷ

    ձࣾͷ ݱ৅͸ ͳΜͳΜͩ
  145.   ݱ࣌఺ͷεϥΠε ݁Ռతʹ ͜͏͍͏ঢ়ଶʹ ͳ͍ͬͯΔͱ͍͏͜ͱ

  146. Θͨ͠ͷ%FW0QTͱ͸ ஍ಓʹാΛߞ͠ ݱ৔Ͱֶͼͳ͕Β࡞Γ্͍͛ͯͬͨจԽ ৔΍ΧΠθϯϚΠϯυ  

  147. !147 DevOps JOURNEYͷ ཱྀͷ͓ڙʹ

  148. 5IBOLT ొஃͷػձͱӡӦͷօ༷ʹײँ ҙ༁ɿҿΈ·͠ΐ͏ʂ  

  149. ग़యɾࢀߟɾҾ༻ ॻ੶ɿ&⒎FDUJWF%FW0QTຊபʹΑΔ࣋ଓՄೳͳ૊৫จԽͷҭͯํ IUUQTXXXBNB[PODPKQEQ ॻ੶ɿ-FBOͱ%FW0QTͷՊֶςΫϊϩδʔͷઓུత׆༻͕૊৫มֵΛՃ଎͢Δ IUUQTXXXBNB[PODPKQEQ ॻ੶ɿ5IF%FW0QTٯసͩ IUUQTXXXBNB[PODPKQEQ ॻ੶ɿઓུαϑΝϦୈ൛ઓུϚωδϝϯτɾίϯϓϦʔτɾΨΠυϒοΫ IUUQTXXXBNB[PODPKQEQ ॻ੶ɿϦʔϯιϑτ΢ΣΞ։ൃͱ૊৫վֵ

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