DevOpsとは何か？ / Rebirth Tohoku 2016 02

『Rebirth Tohoku 2016』で講演した『DevOpsとは何か？』

Transcript

1. © 2016 Takashi Takebayashi Microsoft MVP for Visual Studio and Development Technologies Takashi Takebayashi(a.k.a @changeworlds) changesworlds.com DevOpsͱ͸Կ͔ʁ Rebirth Tohoku 2016
2. © 2016 Takashi Takebayashi Hi everyone,
3. © 2016 Takashi Takebayashi Takashi Takebayashi @changeworlds Microsoft MVP for Visual Studio and Development Technologies Blog : http://changesworlds.com/ Role : Scrum Master, Agile Coach, Biz&Tech cross-functional paradigm Writing : Build Insider(ALM, DevOps), mynavinews(TeamDev) Community : εΫϥϜಓ, TFSUGίΞϝϯό Speaker
4. © 2016 Takashi Takebayashi Ice breaking ΞΠεϒϨΠΩϯά
5. © 2016 Takashi Takebayashi Now let's return to the main problem ຊ୊ʹ໭Δ
6. © 2016 Takashi Takebayashi What is DevOps? Misunderstanding Summary Agenda DevOpsͱ͸Կ͔ʁ େ͖ͳޡղ ·ͱΊ
7. © 2016 Takashi Takebayashi What is DevOps? DevOpsͱ͸Կ͔ʁ
8. © 2016 Takashi Takebayashi Q. What is DevOps? DevOpsͱ͸Կ͔ʁ
9. © 2016 Takashi Takebayashi Q. What is DevOps? DevOpsͱ͸Կ͔ʁ DevͱOpsͷ ʮDevOpsͱ͸ ίϥϘϨʔγϣϯ ͷ͜ͱͩʂʯ
10. © 2016 Takashi Takebayashi Q. What is DevOps? DevOpsͱ͸Կ͔ʁ ຖ೔සൟʹDeploy͢Δ ʮDevOpsͱ͸ (10+ Deploys Per Day) ͜ͱͩʂʯ DevͱOpsͷ ʮDevOpsͱ͸ ίϥϘϨʔγϣϯ ͷ͜ͱͩʂʯ
11. © 2016 Takashi Takebayashi Q. What is DevOps? DevOpsͱ͸Կ͔ʁ ຖ೔සൟʹDeploy͢Δ ʮDevOpsͱ͸ (10+ Deploys Per Day) ͜ͱͩʂʯ Infrastructure as Code ʮDevOpsͱ͸ ͷ͜ͱͩʂʯ DevͱOpsͷ ʮDevOpsͱ͸ ίϥϘϨʔγϣϯ ͷ͜ͱͩʂʯ
12. © 2016 Takashi Takebayashi Q. What is DevOps? DevOpsͱ͸Կ͔ʁ ຖ೔සൟʹDeploy͢Δ ʮDevOpsͱ͸ (10+ Deploys Per Day) ͜ͱͩʂʯ ࣗಈԽ ʮDevOpsͱ͸ ͷ͜ͱͩʂʯ Infrastructure as Code ʮDevOpsͱ͸ ͷ͜ͱͩʂʯ DevͱOpsͷ ʮDevOpsͱ͸ ίϥϘϨʔγϣϯ ͷ͜ͱͩʂʯ
13. © 2016 Takashi Takebayashi Q. What is DevOps? DevOpsͱ͸Կ͔ʁ DevͱOpsͷ ʮDevOpsͱ͸ ίϥϘϨʔγϣϯ ͷ͜ͱͩʂʯ ຖ೔සൟʹDeploy͢Δ ʮDevOpsͱ͸ (10+ Deploys Per Day) ͜ͱͩʂʯ ࣗಈԽ ʮDevOpsͱ͸ ͷ͜ͱͩʂʯ զͦ͜ݩ૆DevOps Infrastructure as Code ʮDevOpsͱ͸ ͷ͜ͱͩʂʯ
14. © 2016 Takashi Takebayashi Q. What is DevOps? DevOpsͱ͸Կ͔ʁ DevͱOpsͷ ʮDevOpsͱ͸ ίϥϘϨʔγϣϯ ͷ͜ͱͩʂʯ ຖ೔සൟʹDeploy͢Δ ʮDevOpsͱ͸ (10+ Deploys Per Day) ͜ͱͩʂʯ զͦ͜ݩ૆DevOps զͦ͜ਅͷDevOps ࣗಈԽ ʮDevOpsͱ͸ ͷ͜ͱͩʂʯ Infrastructure as Code ʮDevOpsͱ͸ ͷ͜ͱͩʂʯ
15. © 2016 Takashi Takebayashi Q. What is DevOps? DevOpsͱ͸Կ͔ʁ DevͱOpsͷ ʮDevOpsͱ͸ ίϥϘϨʔγϣϯ ͷ͜ͱͩʂʯ ຖ೔සൟʹDeploy͢Δ ʮDevOpsͱ͸ (10+ Deploys Per Day) ͜ͱͩʂʯ զͦ͜ݩ૆DevOps զͦ͜ਅͷDevOps ࣗಈԽ ʮDevOpsͱ͸ ͷ͜ͱͩʂʯ Infrastructure as Code ʮDevOpsͱ͸ ͷ͜ͱͩʂʯ զͦ͜ਅͷDevOps
16. © 2016 Takashi Takebayashi ࣗಈԽ ʮDevOpsͱ͸ ͷ͜ͱͩʂʯ Q. What is DevOps? DevOpsͱ͸Կ͔ʁ DevͱOpsͷ ʮDevOpsͱ͸ ίϥϘϨʔγϣϯ ͷ͜ͱͩʂʯ ຖ೔සൟʹDeploy͢Δ ʮDevOpsͱ͸ (10+ Deploys Per Day) ͜ͱͩʂʯ Infrastructure as Code ʮDevOpsͱ͸ ͷ͜ͱͩʂʯ զͦ͜ݩ૆DevOps զͦ͜ຊՈDevOps զͦ͜ਅͷDevOps զͦ͜ਅͷDevOps
17. © 2016 Takashi Takebayashi શମ૾Λ೺Ѳͤͣ ͦΕͧΕ͕޷͖উखݴ͍ͬͯΔ
18. © 2016 Takashi Takebayashi શମ૾Λ೺Ѳͤͣ ͦΕͧΕ͕޷͖উखݴ͍ͬͯΔ ͋Εʁ͜ΕͲ͔ͬͰฉ͍ͨ͜ͱ͋Δ…
19. © 2016 Takashi Takebayashi ܈໡৅Λධ͢ http://blogimg.goo.ne.jp/user_image/79/fc/98d4f70aeea65e0fc6997b852db2f488.jpg
20. © 2016 Takashi Takebayashi Ͱ͸ਖ਼͘͠ཧղ͢Δʹ͸Ͳ͏͢Ε͹ʁ http://www.rubeusu-trend.com/wp-content/uploads/2014/01/ 31e9a447886ccbe0573dd698fb1149d4.jpg
21. © 2016 Takashi Takebayashi http://nenza.net/wp-content/uploads/2014/07/rmsg2_hirameki500.png
22. © 2016 Takashi Takebayashi http://nenza.net/wp-content/uploads/2014/07/rmsg2_hirameki500.png ͦ΋ͦ΋ͷݪయʹ͋ͨΔ
23. © 2016 Takashi Takebayashi The original ݪయ
24. © 2016 Takashi Takebayashi The DevOps origin DevOpsͷىݯ http://www.slideshare.net/jallspaw/10-deploys-per-day-dev-and-ops-cooperation-at-flickr
25. © 2016 Takashi Takebayashi Dev versus Ops http://www.slideshare.net/jallspaw/10-deploys-per-day-dev-and-ops-cooperation-at-flickr
26. © 2016 Takashi Takebayashi Why? http://www.slideshare.net/jallspaw/10-deploys-per-day-dev-and-ops-cooperation-at-flickr
27. © 2016 Takashi Takebayashi http://blogimg.goo.ne.jp/user_image/0c/3d/2deaee0983efdf152c1c22ffc3083157.jpg ͓͌ɺαʔόʔམͪͯͬͧʂαʔόʔ पΓΛͪΌΜͱಈ͔͢ͷ͸ͦͬͪͷ ੹೚ͩΖʂ ΞϓϦͪΌΜͱ࡞ΕΑɻ඼࣭௿ ͗ͯ͢Ξϥʔτͱ·ΜͶʔΑʂ ਂ໷ରԠͤ͞ΜͳΑʂʂʂʂ
28. © 2016 Takashi Takebayashi Ops’ job is NOT to keep the site stable and fast http://www.slideshare.net/jallspaw/10-deploys-per-day-dev-and-ops-cooperation-at-flickr
29. © 2016 Takashi Takebayashi Ops’ job is to enable the business http://www.slideshare.net/jallspaw/10-deploys-per-day-dev-and-ops-cooperation-at-flickr
30. © 2016 Takashi Takebayashi The business requires change http://www.slideshare.net/jallspaw/10-deploys-per-day-dev-and-ops-cooperation-at-flickr
31. © 2016 Takashi Takebayashi But there’s a risk of outage when change http://www.slideshare.net/jallspaw/10-deploys-per-day-dev-and-ops-cooperation-at-flickr
32. © 2016 Takashi Takebayashi Lowering risk of change through tools and culture http://www.slideshare.net/jallspaw/10-deploys-per-day-dev-and-ops-cooperation-at-flickr
33. © 2016 Takashi Takebayashi Dev and Ops http://www.slideshare.net/jallspaw/10-deploys-per-day-dev-and-ops-cooperation-at-flickr
34. © 2016 Takashi Takebayashi Tools and Culture http://www.slideshare.net/jallspaw/10-deploys-per-day-dev-and-ops-cooperation-at-flickr
35. © 2016 Takashi Takebayashi https://www.flickr.com/photos/zipkid/5090236985/
36. © 2016 Takashi Takebayashi πʔϧ΍จԽʹΑͬͯϏδωεͷ੒ޭΛ໨ࢦ͢΋ͷ
 ˠૉૣ͘ϑΟʔυόοΫɾϧʔϓΛճ͢(ߴ଎PDCA) มߋ࣌ͷϦεΫΛ௿ݮ͢Δ΋ͷ
 ˠߴ଎PDCAαΠΫϧΛ҆ఆՔಇͤ͞Δ DevOps is… DevOpsͱ͸
37. © 2016 Takashi Takebayashi πʔϧ΍จԽʹΑͬͯϏδωεͷ੒ޭΛ໨ࢦ͢΋ͷ
 ˠૉૣ͘ϑΟʔυόοΫɾϧʔϓΛճ͢(ߴ଎PDCA) มߋ࣌ͷϦεΫΛ௿ݮ͢Δ΋ͷ
 ˠߴ଎PDCAαΠΫϧΛ҆ఆՔಇͤ͞Δ DevOps is… DevOpsͱ͸ ϏδωεͷՁ஋ΛৗʹߴΊ͍ͯ͜͏ͱ͢Δ ΧΠθϯ׆ಈ
38. © 2016 Takashi Takebayashi Misunderstanding େ͖ͳޡղ
39. © 2016 Takashi Takebayashi https://www.flickr.com/photos/jakecaptive/3205277810 ฐࣾ͸DevͱOps͕ڠྗؔ܎ʹ͋Δ͔Β໰୊ͳ ͘DevOpsͯ͠Δ Α͘ฉ͘צҧ͍
40. © 2016 Takashi Takebayashi https://www.flickr.com/photos/jakecaptive/3205277810 ฐࣾ͸ϕϯμʔʹ։ൃΛൃ஫͍ͯ͠Δ͔Β DevOpsͱ͔ແཧ Α͘ฉ͘צҧ͍
41. © 2016 Takashi Takebayashi https://www.flickr.com/photos/jakecaptive/3205277810 ฐࣾ͸˓˓ࣾͷDevOpsπʔϧΛಋೖ͔ͨ͠Β ໰୊ͳ͍ Α͘ฉ͘צҧ͍
42. © 2016 Takashi Takebayashi https://www.flickr.com/photos/jakecaptive/3205277810 ฐࣾ͸DevOpsΤϯδχΞΛ࠾༻͍ͯ͠ΔͷͰ ໰୊ͳ͍ Α͘ฉ͘צҧ͍
43. © 2016 Takashi Takebayashi Q. σϓϩΠͷճ਺͕ ج४ʁ
44. © 2016 Takashi Takebayashi ϑϩʔ ALMͱDevOpsͱϦʔϯελʔτΞοϓ͸Կ͕ҧ͏ͷ͔ʁ - Build Insider http://www.buildinsider.net/enterprise/almessentials/01
45. © 2016 Takashi Takebayashi ϑϩʔ ALMͱDevOpsͱϦʔϯελʔτΞοϓ͸Կ͕ҧ͏ͷ͔ʁ - Build Insider http://www.buildinsider.net/enterprise/almessentials/01
46. © 2016 Takashi Takebayashi The build-measure-learn feedback loop ALMͱDevOpsͱϦʔϯελʔτΞοϓ͸Կ͕ҧ͏ͷ͔ʁ - Build Insider http://www.buildinsider.net/enterprise/almessentials/01
47. © 2016 Takashi Takebayashi The build-measure-learn feedback loop ALMͱDevOpsͱϦʔϯελʔτΞοϓ͸Կ͕ҧ͏ͷ͔ʁ - Build Insider http://www.buildinsider.net/enterprise/almessentials/01
48. © 2016 Takashi Takebayashi Q. σϓϩΠͷճ਺͕ج४ʁ σϓϩΠͷճ਺͸ϑϩʔͷ தͷ1ϓϩηεʹա͗ͳ͍ 1೔ʹ10ճσϓϩΠͰ͖ͯ΋ ҙࢥܾఆ͔ΒՁ஋ΛੜΈग़ ͢·Ͱͷ͕࣌ؒ௕ͯ͘͸ҙ ຯ͕ͳ͍ ALMͱDevOpsͱϦʔϯελʔτΞοϓ͸Կ͕ҧ͏ͷ͔ʁ - Build Insider http://www.buildinsider.net/enterprise/almessentials/01
49. © 2016 Takashi Takebayashi Q. ϓϥΫςΟε͕ج४ʁ
50. © 2016 Takashi Takebayashi ϓϥΫςΟε͕ج४ʁ DevOpsͷ࠾༻͸େاۀ͕ઌߦɺDockerͱAnsibleͷར༻͸1೥Ͱഒ૿ɻRightScale͕DevOpsͷௐࠪ݁ՌΛൃද ʵ Publickey http://www.publickey1.jp/blog/16/rightscaledevops.html
51. © 2016 Takashi Takebayashi ϑϩʔ ALMͱDevOpsͱϦʔϯελʔτΞοϓ͸Կ͕ҧ͏ͷ͔ʁ - Build Insider http://www.buildinsider.net/enterprise/almessentials/01
52. © 2016 Takashi Takebayashi ϑϩʔ ALMͱDevOpsͱϦʔϯελʔτΞοϓ͸Կ͕ҧ͏ͷ͔ʁ - Build Insider http://www.buildinsider.net/enterprise/almessentials/01
53. © 2016 Takashi Takebayashi ϑϩʔ ALMͱDevOpsͱϦʔϯελʔτΞοϓ͸Կ͕ҧ͏ͷ͔ʁ - Build Insider http://www.buildinsider.net/enterprise/almessentials/01
54. © 2016 Takashi Takebayashi Q. ϓϥΫςΟε͕ج४ʁ ϓϥΫςΟε୯ମͰ͸෦෼ ࠷దʹա͗ͳ͍ શମ࠷దΛ͠ͳ͚Ε͹ҙຯ ͕ͳ͍ ALMͱDevOpsͱϦʔϯελʔτΞοϓ͸Կ͕ҧ͏ͷ͔ʁ - Build Insider http://www.buildinsider.net/enterprise/almessentials/01
55. © 2016 Takashi Takebayashi Q. ͲͪΒ͕Ϗδωεͱͯ͠޷·͍͔͠ʁ ຖ೔10ճσϓϩΠ σϓϩΠ·Ͱ90೔ σϓϩΠޙɺ෼ੳʹ1೔ ෼ੳޙɺཁٻʹ1೔ ִि1ճσϓϩΠ σϓϩΠ·Ͱ9೔͔͔Δ σϓϩΠޙɺ෼ੳʹ1೔ ෼ੳޙɺཁٻʹ1೔
56. © 2016 Takashi Takebayashi Q. ͲͪΒ͕Ϗδωεͱͯ͠޷·͍͔͠ʁ ຖ೔10ճσϓϩΠ σϓϩΠ·Ͱ90೔ σϓϩΠޙɺ෼ੳʹ1೔ ෼ੳޙɺཁٻʹ1೔ ִि1ճσϓϩΠ σϓϩΠ·Ͱ9೔͔͔Δ σϓϩΠޙɺ෼ੳʹ1೔ ෼ੳޙɺཁٻʹ1೔ ෼͔Γқ͘ɺσϓϩΠճ਺Λফ͢
57. © 2016 Takashi Takebayashi Q. ͲͪΒ͕Ϗδωεͱͯ͠޷·͍͔͠ʁ ຖ೔10ճσϓϩΠ σϓϩΠ·Ͱ90೔ σϓϩΠޙɺ෼ੳʹ1೔ ෼ੳޙɺཁٻʹ1೔ ִि1ճσϓϩΠ σϓϩΠ·Ͱ9೔͔͔Δ σϓϩΠޙɺ෼ੳʹ1೔ ෼ੳޙɺཁٻʹ1೔ ͜ͷରൺɺԿ͔ʹࣅͯͳ͍Ͱ͔͢ʁ ෼͔Γқ͘ɺσϓϩΠճ਺Λফ͢
58. © 2016 Takashi Takebayashi Water fall and Agile Water Fall ཁٻ෼ੳ ઃܭ ࣮૷ ݕূ ࣌ؒ ཁٻ Agile ࣌ؒ ཁٻ
59. © 2016 Takashi Takebayashi Water fall and Agile Water Fall ཁٻ෼ੳ ઃܭ ࣮૷ ݕূ ࣌ؒ ཁٻ Agile ࣌ؒ ཁٻ มԽʹରԠ͢Δͷ͸ͲͬͪͰ͚ͨͬ͠ʁ
60. © 2016 Takashi Takebayashi Q. ͲͪΒ͕Ϗδωεͱͯ͠޷·͍͔͠ʁ ຖ೔10ճσϓϩΠ σϓϩΠ·Ͱ90೔ σϓϩΠޙɺ෼ੳʹ1೔ ෼ੳޙɺཁٻʹ1೔ ִि1ճσϓϩΠ σϓϩΠ·Ͱ9೔͔͔Δ σϓϩΠޙɺ෼ੳʹ1೔ ෼ੳޙɺཁٻʹ1೔
61. © 2016 Takashi Takebayashi By the way ͱ͜ΖͰ
62. © 2016 Takashi Takebayashi Golden Circle
63. © 2016 Takashi Takebayashi Golden Circle Why How What
64. © 2016 Takashi Takebayashi Golden Circle Why How What ༏Ε͍ͯͳ͍ Ϧʔμʔ
65. © 2016 Takashi Takebayashi Golden Circle Why How What ༏Ε͍ͯͳ͍ Ϧʔμʔ ༏Εͨ Ϧʔμʔ
66. © 2016 Takashi Takebayashi ࣗಈԽ ʮDevOpsͱ͸ ͷ͜ͱͩʂʯ Q. What is DevOps? DevOpsͱ͸Կ͔ʁ DevͱOpsͷ ʮDevOpsͱ͸ ίϥϘϨʔγϣϯ ͷ͜ͱͩʂʯ ຖ೔සൟʹDeploy͢Δ ʮDevOpsͱ͸ (10+ Deploys Per Day) ͜ͱͩʂʯ Infrastructure as Code ʮDevOpsͱ͸ ͷ͜ͱͩʂʯ զͦ͜ݩ૆DevOps զͦ͜ຊՈDevOps զͦ͜ਅͷDevOps զͦ͜ਅͷDevOps
67. © 2016 Takashi Takebayashi Golden Circle Why How What
68. © 2016 Takashi Takebayashi Golden Circle Why How What DevͱOpsͷίϥϘ
69. © 2016 Takashi Takebayashi Golden Circle DevͱOpsͷίϥϘ -> How Why How What
70. © 2016 Takashi Takebayashi Golden Circle DevͱOpsͷίϥϘ -> How Infrastructure as Code Why How What
71. © 2016 Takashi Takebayashi Golden Circle DevͱOpsͷίϥϘ -> How Infrastructure as Code -> How Why How What
72. © 2016 Takashi Takebayashi Golden Circle DevͱOpsͷίϥϘ -> How Infrastructure as Code -> How Automated Why How What
73. © 2016 Takashi Takebayashi Golden Circle DevͱOpsͷίϥϘ -> How Infrastructure as Code -> How Automated -> How Why How What
74. © 2016 Takashi Takebayashi Golden Circle DevͱOpsͷίϥϘ -> How Infrastructure as Code -> How Automated -> How Why How What 10+ Deploys Per Day
75. © 2016 Takashi Takebayashi Golden Circle DevͱOpsͷίϥϘ -> How Infrastructure as Code -> How Automated -> How Why How What 10+ Deploys Per Day -> What
76. © 2016 Takashi Takebayashi Golden Circle DevͱOpsͷίϥϘ -> How Infrastructure as Code -> How Automated -> How Why How What 10+ Deploys Per Day -> What Why -> ???
77. © 2016 Takashi Takebayashi Golden Circle DevͱOpsͷίϥϘ -> How Infrastructure as Code -> How Automated -> How Why How What 10+ Deploys Per Day -> What Why -> ???
78. © 2016 Takashi Takebayashi Golden Circle DevͱOpsͷίϥϘ -> How Infrastructure as Code -> How Automated -> How Why How What 10+ Deploys Per Day -> What Why -> ??? ͳͥ(Why)΍͍ͬͯΔͷ͔͕ Θ͔Βͳ͍
79. © 2016 Takashi Takebayashi The original ݪయ http://www.slideshare.net/jallspaw/10-deploys-per-day-dev-and-ops-cooperation-at-flickr
80. © 2016 Takashi Takebayashi Golden Circle Why How What
81. © 2016 Takashi Takebayashi Golden Circle The business requires change Why How What
82. © 2016 Takashi Takebayashi Golden Circle The business requires change -> Why Why How What
83. © 2016 Takashi Takebayashi Golden Circle The business requires change -> Why Why How What change is the root cause of most outages
84. © 2016 Takashi Takebayashi Golden Circle The business requires change -> Why Why How What change is the root cause of most outages Tool: Automated infrastructure, Shared version control, ɹOne step build and deploy, Feature flags… Culture: Respect, Trust, Healthy attitude about failure, ɹAvoiding Blame
85. © 2016 Takashi Takebayashi Golden Circle The business requires change -> Why Why How What change is the root cause of most outages Tool: Automated infrastructure, Shared version control, ɹOne step build and deploy, Feature flags… -> How Culture: Respect, Trust, Healthy attitude about failure, ɹAvoiding Blame -> How
86. © 2016 Takashi Takebayashi Golden Circle The business requires change -> Why Why How What change is the root cause of most outages Tool: Automated infrastructure, Shared version control, ɹOne step build and deploy, Feature flags… -> How Culture: Respect, Trust, Healthy attitude about failure, ɹAvoiding Blame -> How 10+ Deploys Per Day -> What
87. © 2016 Takashi Takebayashi Golden Circle The business requires change -> Why Why How What change is the root cause of most outages Tool: Automated infrastructure, Shared version control, ɹOne step build and deploy, Feature flags… -> How Culture: Respect, Trust, Healthy attitude about failure, ɹAvoiding Blame -> How 10+ Deploys Per Day -> What
88. © 2016 Takashi Takebayashi Golden Circle The business requires change -> Why Why How What change is the root cause of most outages Tool: Automated infrastructure, Shared version control, ɹOne step build and deploy, Feature flags… -> How Culture: Respect, Trust, Healthy attitude about failure, ɹAvoiding Blame -> How 10+ Deploys Per Day -> What The original(ݪయ)͸ Why͔Β͸͡Ί͍ͯΔ
89. © 2016 Takashi Takebayashi Summary ·ͱΊ
90. © 2016 Takashi Takebayashi Check the primary source 1࣍ࢿྉΛௐ΂Δ Understanding “Why” ͳͥʁΛཧղ͢Δ Practice, practice, practice! ࣮ફ͢Δ Summary ·ͱΊ
91. © 2016 Takashi Takebayashi Takashi Takebayashi @changeworlds Microsoft MVP for Visual Studio and Development Technologies Blog : http://changesworlds.com/ Role : Scrum Master, Agile Coach, Biz&Tech cross-functional paradigm Writing : Build Insider(ALM, DevOps), mynavinews(TeamDev) Community : εΫϥϜಓ, TFSUGίΞϝϯό Speaker
92. © 2016 Takashi Takebayashi 10+ Deploys Per Day: Dev and Ops Cooperation at Flickr ALMͱDevOpsͱϦʔϯελʔτΞοϓ͸Կ͕ҧ͏ͷ͔ʁ DevOpsͷ࠾༻͸େاۀ͕ઌߦɺDockerͱAnsibleͷར༻͸1೥Ͱഒ ૿ɻRightScale͕DevOpsͷௐࠪ݁ՌΛൃද DevOps Trends Report Simon Sinek: How great leaders inspire action References
93. © 2016 Takashi Takebayashi Thank you for your attention. Any questions?