Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Mackerelにおける Cloud Nativeへの取り組みと チームへ与えた変化 / Cl...
Search
Hayato Imai
September 08, 2020
Technology
2
1.5k
Mackerelにおける Cloud Nativeへの取り組みと チームへ与えた変化 / CloudNative Days Tokyo 2020
Hayato Imai
September 08, 2020
Tweet
Share
More Decks by Hayato Imai
See All by Hayato Imai
Kubernetes撤退、 その後のはてなの取り組み / kubernetes meetup tokyo number 52
hayajo
9
7.2k
MackerelにおけるKubernetes利用の取組みとこれから / Kubernetes Meetup Tokyo #22
hayajo
20
9.8k
Mackerelチームのコンテナ開発における戦略とこれから / 190722-cndt2019
hayajo
1
1.8k
AWSコンテナサービス入門 / nds60-jaws-ug
hayajo
0
2.9k
コンテナのメトリクスと モニタリングパターン / 190320-sakura-event
hayajo
6
1.7k
Mackerelコンテナエージェントによる コンテナ監視について / Mackerel Meetup #13 Tokyo
hayajo
1
9.3k
Docker for Mac/Windows ではじめる Kubernetes / NDS55 Docker with Kubernetes
hayajo
16
15k
Terrafromで構築するマルチクラウドプラットフォームインフラストラクチャ / NDS53 Terraform
hayajo
0
420
Ncatをつかおう / Use Ncat
hayajo
1
3.6k
Other Decks in Technology
See All in Technology
人間性を捧げる生成AI時代の技術選定
yo4raw
1
410
大規模サーバーレスプロジェクトのリアルな零れ話
maimyyym
3
230
Datadog のトライアルを成功に導く技術 / Techniques for a successful Datadog trial
nulabinc
PRO
0
160
計測による継続的なCI/CDの改善
sansantech
PRO
7
1.3k
Amplifyとゼロからはじめた AIコーディング。失敗と気づき
mkdev10
1
130
newmo の創業を支える Software Architecture と Platform Engineering
110y
5
540
クラウドネイティブ環境の脅威モデリング
kyohmizu
2
420
Next.jsと状態管理のプラクティス
uhyo
6
2.2k
時間がないなら、つくればいい 〜数十人規模のチームが自律性を発揮するために試しているいくつかのこと〜
kakehashi
PRO
23
5.7k
猫でもわかるS3 Tables【Apache Iceberg編】
kentapapa
2
210
インフラからSREへ
mirakui
12
2.9k
分解し、導き、託す ログラスにおける“技術でリードする” 実践の記録
hryushm
0
340
Featured
See All Featured
Six Lessons from altMBA
skipperchong
28
3.8k
Building a Modern Day E-commerce SEO Strategy
aleyda
40
7.3k
Building Adaptive Systems
keathley
41
2.5k
Art, The Web, and Tiny UX
lynnandtonic
298
20k
Why Our Code Smells
bkeepers
PRO
336
57k
The Myth of the Modular Monolith - Day 2 Keynote - Rails World 2024
eileencodes
24
2.7k
Imperfection Machines: The Place of Print at Facebook
scottboms
267
13k
The World Runs on Bad Software
bkeepers
PRO
68
11k
Into the Great Unknown - MozCon
thekraken
38
1.8k
Helping Users Find Their Own Way: Creating Modern Search Experiences
danielanewman
29
2.6k
A better future with KSS
kneath
239
17k
Build your cross-platform service in a week with App Engine
jlugia
231
18k
Transcript
Mackerelʹ͓͚Δ Cloud NativeͷऔΓΈͱ νʔϜ༩͑ͨมԽ CloudNative Days Tokyo 2020
ࣗݾհ • ࠓҪ൏ਓ (id:hayajo_77 / @hayajo) • גࣜձࣾͯͳ • MackerelνʔϜ
• SRE https://developer.hatenastaff.com/entry/2019/06/10/120000
Mackerel?
None
None
None
Cloud Nativeͱ
“εέʔϥϒϧͳΞϓϦέʔγϣϯΛߏஙɾ ࣮ߦ͢ΔͨΊͷೳྗΛ৫ʹͨΒ͢” https://github.com/cncf/toc/blob/master/DEFINITION.md
Cloud NativeΛ࣮ݱ͢Δʹ
2ͭͷΞϓϩʔν͕ඞཁ • εέʔϥϒϧͳΞϓϦέʔγϣϯͷߏங ◦ ճ෮ੑɺཧྗɺՄ؍ଌੑͷ͋ΔγεςϜͷߏங ◦ Cloud Native Trail Map,
Cloud Native Landscape • εέʔϥϒϧͳΞϓϦέʔγϣϯͷӡ༻ ◦ ΞϓϦέʔγϣϯͷ։ൃɺϦϦʔεɺӡ༻ϑϩʔͷ࣮ફ ◦ DevOpsϓϥΫςΟε
ࠓճͷ͓
Cloud NativeͷऔΓΈͱνʔϜʹ༩͑ͨӨڹ 1. ίϯςφσβΠϯύλʔϯʹΑΔઃܭ 2. ϞχλϦϯάαΠυΧʔͷ։ൃ 3. OpenTelemetryϥΠϒϥϦͷ։ൃ 4. CI/CDͷߏங
5. Ҡߦ࣌ͷΧφϦΞϦϦʔε 6. SLOΛఆٛ 7. ϚωʔδυαʔϏεͷҠߦ 8. Terraformͷ࠾༻ 9. োରԠԋश 10. ίϯςφνΣοΫϦετͷ࡞ ͦΕͧΕͷऔΓΈؔ࿈͍͋ͬͯ͠ΔͨΊɺհॱ࣮ࡍʹऔΓΜͩॱংΛө͍ͯ͠ΔͷͰ͋Γ·ͤΜɻ
1. ίϯςφσβΠϯύλʔϯʹΑΔઃܭ
1. ίϯςφσβΠϯύλʔϯʹΑΔઃܭ ~ͬͨ͜ͱ~ • ίϯςφԽͨ͜͠ͱͰΞϓϦέʔγϣϯઃܭ͕มԽ • ίϯςφσβΠϯύλʔϯʹΑΔઃܭΛߦ͏Α͏ʹͳͬͨ ◦ αΠυΧʔɺΞϯόαμɺΞμϓλͳͲ •
ίϯςφ୯ҐͰؔ৺Λ͠ɺσβΠϯύλʔϯʹԊͬͨܗͰػೳ Ճػೳͷڞ௨Խɺૄ݁߹ԽΛਤͬͨ ◦ ࢹػೳΛՃ͢ΔΤʔδΣϯτϝοηʔδΩϡʔͱΓͱ Γ͢ΔϓϩΩγͳͲ
1. ίϯςφσβΠϯύλʔϯʹΑΔઃܭ ~νʔϜʹ༩͑ͨӨڹ~ • ʮߏஙʯʹ༩͑ͨӨڹ ◦ ΞϓϦέʔγϣϯͷґଘػೳΛίϯςφʹΓग़͢͜ͱͰίʔ υΛγϯϓϧʹͰ͖ͨ ◦ ґଘػೳΛ࠶ར༻Մೳͳίϯςφͱͯ͠ϞδϡʔϧԽͰ͖ͨ
• ʮӡ༻ʯʹ༩͑ͨӨڹ ◦ ػೳ͝ͱʹϦιʔεΛͰ͖ɺΞϓϦέʔγϣϯಈ࡞ͷӨ ڹΛগͳ͘͢Δ͜ͱ͕Մೳͱͳͬͨ
2. ϞχλϦϯάαΠυΧʔͷ։ൃ
2. ϞχλϦϯάαΠυΧʔͷ։ൃ ~ͬͨ͜ͱ~ • ίϯςφͰಈ࡞͢ΔΞϓϦέʔγϣϯΛࢹ͢Δඞཁ͕͋Δ ◦ Ϧιʔεͷར༻ঢ়گ ◦ ΞϓϦέʔγϣϯґଘ͢ΔαʔϏεͷϝτϦοΫ •
ઐ༻ͷϞχλϦϯάΤʔδΣϯτΛ։ൃ • αΠυΧʔίϯςφͱͯ͠σϓϩΠ
2. ϞχλϦϯάαΠυΧʔͷ։ൃ ~νʔϜʹ༩͑ͨӨڹ~ • ʮߏஙʯʹ༩͑ͨӨڹ ◦ αΠυΧʔʹ͢Δ͜ͱͰΞϓϦέʔγϣϯʹखΛೖΕΔ͜ͱͳ͘ࢹ ػೳΛՃ ◦ ӡ༻ΤϯδχΞʹΑͬͯσϓϩΠ͞Εͦͷઃఆʹด͍ͯͨ͡ࢹػೳ
͕ɺ։ൃΤϯδχΞͰ؆୯ʹՃՄೳʹͳͬͨ • ʮӡ༻ʯʹ༩͑ͨӨڹ ◦ ࢹઃఆϑΝΠϧΛશʹɺઃఆ͢Δඞཁ͕ͳ͘ͳͬͨ ◦ σϓϩΠϑϩʔ͕ίϯςφͷσϓϩΠʹ౷Ұ͞Εͨ
3. OpenTelemetryϥΠϒϥϦͷ։ൃ
3. OpenTelemetryϥΠϒϥϦͷ։ൃ ~ͬͨ͜ͱ~ • ϞχλϦϯάαΠυΧʔΞϓϦέʔγϣϯ֎෦ ͔Βͷܭଌ • ΑΓৄ͍͠ܭଌΞϓϦέʔγϣϯ෦Ͱߦ͏ඞཁ͕͋Δ ◦ ΞϓϦέʔγϣϯΛվम͢Δ͜ͱʹͳΔ
3. OpenTelemetryϥΠϒϥϦͷ։ൃ ~ͬͨ͜ͱ~ • ʰmackerelexporter-goʱ ◦ https://github.com/mackerelio-labs/mackerelexporter-go • ΞϓϦέʔγϣϯ෦Ͱܭଌ͠ɺͦͷσʔλΛMackerelΤΫε ϙʔτ͢ΔGoϥΠϒϥϦ
3. OpenTelemetryϥΠϒϥϦͷ։ൃ ~νʔϜʹ༩͑ͨӨڹ~ • ʮߏஙʯʹ༩͑ͨӨڹ ◦ ಛఆͷؔͷ࣮ߦ࣌ؒͳͲɺΞϓϦέʔγϣϯಈ࡞ʹؔΘΔ (APMͷΑ͏ͳ)ϝτϦοΫͷऔಘ͕༰қʹͳͬͨ • ʮӡ༻ʯʹ༩͑ͨӨڹ
◦ ΞϓϦέʔγϣϯ෦ͷڍಈʹৄ͘͠ͳ͍ӡ༻ΤϯδχΞͰ ΞϓϦέʔγϣϯͷৄࡉͳϞχλϦϯά͕࣮͘͢͠ͳͬͨ
4. CI/CDͷߏங
4. CI/CDͷߏங ~ͬͨ͜ͱ~ • ίϯςφӡ༻ʹ߹ΘͤͨCI/CDΛ࠶ߏங ◦ ैདྷͷCI/CDπʔϧͷӡ༻ɺڞ௨ج൫ͷσϓϩΠπʔϧ͔Βͷ ٫తͱͯ͋ͬͨ͠ • ίϯςφϦϙδτϦΛڥքʹBuildͱReleaseΛ͚ͯߟ͑Δ
◦ ૄ݁߹ʹ͢Δ͜ͱͰॊೈੑ্͕͕Γπʔϧͷબࢶ͕͕Δ
4. CI/CDͷߏங ~ͬͨ͜ͱ~ • Build Stage ◦ Ռ (ΞʔςΟϑΝΫτ) Λ࡞͢Δεςʔδ
◦ ςετɺίϯςφΠϝʔδͷϏϧυɺϦϙδτϦͷPUSH ◦ GitHub Actions (or Jenkins) • Release Stage ◦ ՌΛϦϦʔε͢Δεςʔδ ◦ PUSH͞ΕͨίϯςφΠϝʔδͷσϓϩΠ ◦ CodePipeline + CodeDeploy
GitHub GHA or Jenkins Code Pipeline Code Deploy ECS ECR
S3 Build Stage Release Stage 4. CI/CDͷߏங ~ͬͨ͜ͱ~ Test/Build Push Image Put Metadata Get Metadata Start Deployment Deploy Pull Image
4. CI/CDͷߏங ~νʔϜʹ༩͑ͨӨڹ~ • ʮӡ༻ʯʹ༩͑ͨӨڹ ◦ CI/CDπʔϧͷӡ༻ෛՙݮ ◦ Blue/GreenσϓϩΠͷ࠾༻ ◦
؆୯ͳϩʔϧόοΫ ◦ γϯϓϧͳϦϦʔεखॱͷ࣮ݱ
5. ҠߦظؒͷΧφϦΞϦϦʔε
5. ҠߦظؒͷΧφϦΞϦϦʔε ~ͬͨ͜ͱ~ • طଘγεςϜ͔ΒECSஈ֊తʹτϥϑΟοΫΛྲྀ༷ͯ͠ࢠΛݟ ͭͭҠߦ͍ͨ͠ • ALBͷWeightedRoutingΛར༻࣮ͯ͠ݱ ◦ ҠߦରͷALBʹECS༻ͷλʔήοτάϧʔϓΛ࡞͠ɺECS
λεΫWeightedRouting͢Δ • σϓϩΠ࣌ʹCodePipelineͷLambdaͰઃఆ
5. ҠߦظؒͷΧφϦΞϦϦʔε ~ͬͨ͜ͱ~ Code Pipeline Code Deploy ECS Lambda ALB
TG For EC2 TG For ECS Start Deployment Deploy Run Collect Task IPs Modify Listener Rule Register Task IPs Weighted Routing
5. ҠߦظؒͷΧφϦΞϦϦʔε ~νʔϜʹ༩͑ͨӨڹ~ • ʮӡ༻ʯʹ༩͑ͨӨڹ ◦ ECSҠߦظؒʹ͓͚ΔϦϦʔεͷϦεΫ͕ݮͬͨ ▪ ෆ۩߹͕͋ͬͨ߹Ͱૣ͍ஈ֊Ͱؾͮ͘͜ͱ͕Ͱ͖ͨ ▪
ΞϓϦέʔγϣϯઃఆΛΓସ͑Δඞཁͳ͘ɺ WeightedRoutingͷൺΛઃఆͯ͠σϓϩΠ͚ͩ͢͠Ͱ؆ ୯ʹݩͷঢ়گʹ͢͜ͱ͕Ͱ͖ͨ
6. SLOΛఆٛ
6. SLOΛఆٛ ~ͬͨ͜ͱ~ • SLO(αʔϏεϨϕϧඪ)Λఆٛ ◦ MackerelνʔϜͰSREΛ࣮ફ͓ͯ͠ΓɺνʔϜͰSLOΛܾΊ ͍ͯΔ • νʔϜͰ߹ҙͷ্ͰɺఆྔతͳஅʹΑͬͯ։ൃɾӡ༻ΛਐΊΔ͜ͱ
͕Ͱ͖Δ ◦ Cloud NativeͷҠߦγεςϜͷมߋ͕͏ ◦ ࣮ӡ༻͍ͯ͠ΔαʔϏεΛ҆৺ͯ͠Cloud NativeʹҠߦ͍ͯ͘͠
6. SLOΛఆٛ ~νʔϜʹ༩͑ͨมԽ~ • ʮӡ༻ʯʹ༩͑ͨӨڹ ◦ Ҡߦ࣌ͷޭϨΠςϯγʹΑΔΓ͠அ ▪ ΧφϦΞϦϦʔεͷൺΓ͠ͳͲ ◦
ϞχλϦϯά͍ͨ͠ϝτϦοΫ(SLI)͕໌֬ʹͳͬͨ ▪ ϞχλϦϯάαΠυΧʔOpenTelemetryͰՄࢹԽ ◦ ࠓ·Ͱհͨ͠औΓΈ༰ͱSREͷݪଇ͕૬ޓʹ࡞༻ͯ͠ӡ༻ ΛճͤΔΑ͏ʹͳͬͨ
7. ϚωʔδυαʔϏεͷҠߦ
7. ϚωʔδυαʔϏεͷҠߦ ~ͬͨ͜ͱ~ • γεςϜશମΛεέʔϥϒϧʹ͢ΔͨΊʹΞϓϦέʔγϣϯ͕ґ ଘ͢Δίϯϙʔωϯτεέʔϥϒϧʹ͢Δඞཁ͕͋Δ • ࣗલͰߏஙɺӡ༻ཧ͍ͯͨ͠ίϯϙʔωϯτΛϚωʔδυαʔϏ εҠߦͨ͠
7. ϚωʔδυαʔϏεͷҠߦ ~ͬͨ͜ͱ~ • ʮAWS Purpose-Built Databases WeekʯͰElastiCacheͷҠߦࣄ ྫΛհ •
ʰMackerelͷ࣌ܥྻσʔλϕʔεʹ͓͚ΔRedis Clusterͷར༻ ͱAmazon ElastiCacheͷҠߦʹ͍ͭͯʱ • https://speakerdeck.com/astj/aws-purpose-built-databases-week
7. ϚωʔδυαʔϏεͷҠߦ ʙ νʔϜʹ༩͑ͨมԽ ʙ • ʮߏஙʯʹ༩͑ͨӨڹ ◦ ෳࡶͳϓϩϏδϣχϯάπʔϧɺσϓϩΠπʔϧ͔Βͷ٫ ◦
CloudFormation, TerraformͳͲͷϚωʔδυαʔϏεͱੑͷߴ͍ πʔϧʹΑͬͯߏஙָ͕ʹͳͬͨ • ʮӡ༻ʯʹ༩͑ͨӨڹ ◦ εέʔϥϒϧͰߴՄ༻ͳγεςϜΛ࣮ݱ ◦ ཧʹඞཁͳखॱೳྗ͕গͳ͘ͳͬͨ ◦ ΩϟύγςΟϓϥϯχϯά͕Γ͘͢ͳͬͨ
8. Terraformͷ࠾༻
8. Terraformͷ࠾༻ ~ͬͨ͜ͱ~ • ͜Ε·ͰෳͷπʔϧΛͬͯΠϯϑϥߏங͍ͯͨ͠ ◦ CloudFormation, Chef, CapistranoͳͲ •
ϚωʔδυαʔϏεҠߦ͢Δ͜ͱͰIaC͍͕͢͠Ͱ͖ͨ • ϚϧνΫϥυରԠΛߟྀͯ͠TerraformΛ࠾༻ͨ͠
8. Terraformͷ࠾༻ ~ͬͨ͜ͱ~ • MackerelνʔϜͰͷTerraform׆༻ͷ༷ࢠʮHashiTalks: Japan 2020ʯͰհ ◦ ʰTerraformʹΑΔϓϥΫςΟεͷͱվળʱ ◦
https://speakerdeck.com/heleeen/our-best-practice
8. Terraformͷ࠾༻ ~νʔϜʹ༩͑ͨมԽ~ • ʮߏஙʯʹ༩͑ͨӨڹ ◦ σϓϩΠ·ΘΓϚωʔδυαʔϏεʹҠߦͨ͜͠ͱͰ։ൃΤϯδχ ΞʹΘ͔Γ͍͢ίʔυԽ͕ਐΜͩ ◦ ෳͷڥͰಉ͡Α͏ʹ࡞͢ΔϦιʔεఆٛΛϞδϡʔϧͱͯ͠ڞ
௨Խ͢Δ͜ͱͰߏஙͷෛ୲͕ݮͬͨ • ʮӡ༻ʯʹ༩͑ͨӨڹ ◦ γεςϜߏΛϦϙδτϦཧͯ͠։ൃϑϩʔʹࡌͤΔ͜ͱͰɺ։ൃ ΤϯδχΞͰมߋ͘͢͠ͳͬͨ
9. োରԠԋश
9. োରԠԋश ~ͬͨ͜ͱ~ • ίϯςφӡ༻ϚωʔδυαʔϏεͷҠߦʹΑΓɺγεςϜͷ ཧɾӡ༻༷มΘΓ͖ͯͨ͠ • ։ൃΤϯδχΞΛަ͑ͯোԋशΛ࣮ࢪ͠ɺΞʔΩςΫνϟͱӡ༻ खॱɺোରԠखॱΛֶͿ͜ͱͰͦͷཧղΛଅਐͨ͠
9. োରԠԋश ~ͬͨ͜ͱ~ • ͜Ε·ͰͷোରԠԋशͷऔΓΈͪ͜Βͷࢿྉࢀর ◦ ʮϓϩμΫτΛ10ӡ༻͢Δ νʔϜΛͭ͘Δʯ ◦ https://speakerdeck.com/daiksy/devsumi2020?slide=39
9. োରԠԋश ~νʔϜʹ༩͑ͨมԽ~ • ʮӡ༻ʯʹ༩͑ͨӨڹ ◦ ίϯςφԽϚωʔδυαʔϏεͷར༻ͰɺϦιʔεͷ࠶ߏங खॱಛఆͷϛυϧΣΞͷਂ͍ࣝͳͲɺҎલʹൺΔͱӡ ༻ʹඞཁͳखॱೳྗ͕গͳ͘ͳͬͨͱ࣮ײͰ͖ͨ ◦
ଐਓੑ͕ഉআ͞ΕͯνʔϜʹ৽͘͠ՃΘͬͨϝϯόʔͷΦϯϘʔ σΟϯά͕εϜʔζʹͳͬͨ
10. ίϯςφνΣοΫϦετͷ࡞
10. ίϯςφνΣοΫϦετͷ࡞ ~ͬͨ͜ͱ~ • ଞνʔϜͰίϯςφӡ༻ͷҠߦ͕૿͖͑ͯͨ • ͯ͢ͷνʔϜʹίϯςφӡ༻ʹৄ͍͠ΤϯδχΞ͕͍ΔΘ͚Ͱ ͳ͍ • ίϯςφӡ༻ͷUnknown
unknownsΛͳͨ͘͢ΊɺଞνʔϜͷΤϯ δχΞͱڠྗͯ͠ίϯςφӡ༻ͷݟΛνΣοΫϦετͱͯ͠·ͱ Ίͨ
10. ίϯςφνΣοΫϦετͷ࡞ ~ͬͨ͜ͱ~
10. ίϯςφνΣοΫϦετͷ࡞ ~͜ͷऔΓΈͰظ͢ΔมԽ~ • ৽نίϯςφӡ༻ʹ͚ͨॳಈָ͕ʹͳΔ • طଘͷίϯςφӡ༻ʹ͓͚Δߟྀ࿙Ε࣮ݱϨϕϧΛ֬ೝͰ͖Δ • ৫શମͰCloud NativeʹऔΓΉʹɺϊϋࣄྫΛࣾͰڞ
༗͢Δ͜ͱ͕ॏཁ
νʔϜ༩͑ͨมԽͷ·ͱΊ
ଐਓੑͷഉআ • औΓΈΛਐΊΔ͜ͱͰ։ൃΤϯδχΞɺӡ༻ΤϯδχΞͦΕͧΕ ͷྖҬ͕ࣗવʹ͍ۙͮͯΦʔόʔϥοϓ͢Δ෦͕૿͖͑ͯͨ ◦ ίϯςφσβΠϯύλʔϯʹΑΔઃܭՄ؍ଌੑͷͨΊͷϥΠϒ ϥϦͷ։ൃɺIaCͳͲɺίϯςφΛத৺ͱͨ͠Cloud Nativeπʔ ϧͰ͜ΕΛ࣮ݱ͘͢͠ͳ͍ͬͯΔ •
։ൃ͕εέʔϥϒϧʹͳ͖͍ͬͯͯΔ
ߏஙɾӡ༻ෛՙͷݮ • ϚωδϝϯταʔϏεͷҠߦCloud Nativeπʔϧͷ׆༻Ͱεέʔ ϥϒϧͳγεςϜͷߏங͕؆୯ʹͳͬͨ • ίϯςφΛϕʔεͱͨ͠ճ෮ੑͷ͋ΔߴՄ༻ͳγεςϜϦϦʔε࡞ ۀͷվળʹΑΓɺӡ༻ෛՙ͕ݮͨ͠
Cloud NativeͱSREͷ૬ޓ࡞༻ • SLOΛఆٛ͢Δ͜ͱͰఆྔతͳஅͰ҆৺ͯ͠Cloud NativeΛਐΊΔ ͜ͱ͕Ͱ͖Δ • Cloud NativeΛਐΊΔ͜ͱͰՄ؍ଌੑ͕ߴ·ΓɺSLOͷఆٛΛ࢝Ί ͱͨ͠SREΛ͞Βʹਪਐ͠ɺνʔϜΛεέʔϥϒϧʹͰ͖Δ
• ͦΕͧΕ͕࡞༻͠߹͍ɺੵۃతʹมԽ͍ͯͨ͘͠Ίͷ͕Ͱ͖ͭ ͭ͋Δ
·ͱΊ
·ͱΊ • Cloud Nativeͷ࣮ݱʹ2ͭͷΞϓϩʔν͕ඞཁ ◦ εέʔϥϒϧͳΞϓϦέʔγϣϯͷߏங ◦ εέʔϥϒϧͳΞϓϦέʔγϣϯͷӡ༻ • ྆ํΛ܁Γฦ͠ܧଓͯ͠औΓΉ͜ͱͰνʔϜʹมԽ͕ੜ·ΕΔ
• มԽ͕ੵΈॏͳΔ͜ͱͰCloud NativeͳνʔϜʹͳΔ
curl -sIL mackerel.io | grep career