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Building a Cloud-Native Technology Stack that
Supports Full Cycle Development
Daniel Bryant
Product Architect, Ambassador Labs (formerly Datawire)
@danielbryantuk
● Being fully cloud native requires new tech and new workflows
● Creating a supporting cloud platform is essential:
○ Container orchestration
○ Progressive delivery
○ Edge management
○ Observability
● Consciously design your platform & watch for antipatterns
tl;dr
@danielbryantuk
@danielbryantuk
@danielbryantuk
A quick cloud native primer...
● Going “cloud native” offers benefits, but requires changes:
○ New technologies
○ Appropriate culture
○ New workflows
● Successful cloud native organisations have:
○ Created a self-service application platform
○ Adopted new tools and (full cycle) developer workflows
@danielbryantuk
https://netflixtechblog.com/full-cycle-developers-at-netflix-a08c31f83249
Full Cycle Developers
@danielbryantuk
Full Cycle Developers: Team Topologies
@danielbryantuk
1. Container management
1. Progressive delivery
1. Edge management
1. Observability
Four cloud native platform requirements
CNCF Webinar: Building a Cloud Native Technology Stack that Supports Full Cycle Development
@danielbryantuk
More Details on Full Cycle and K8s
https://blog.getambassador.io/enabling-full-cycle-development-are-
you-benefiting-from-your-move-to-kubernetes-d9eab2e94e7
● Successful cloud native organisations have:
○ Created a self-service application platform
○ Adopted new tools and (full cycle)
developer workflows
Avoiding
Platform Antipatterns
@danielbryantuk
Avoiding Platform Antipatterns
Centralized Control and Ownership: One Size Doesn’t Fit All
Fragmented Platform Implementation
Slow Development Loops: Less Time Coding, More Time Toiling
@danielbryantuk
Antipattern: Centralized Control and Ownership
● (Dis)economies of scale
● Overzealous guardrails
● Modification is ticket-driven
Antipattern: Fragmented Platform Implementation
https://speakerdeck.com/stilkov/microservices-patterns-and-antipatterns-1?slide=12
Antipattern: Slow Development Loops
https://mitchdenny.com/the-inner-loop/
Exploring the
Platform Capabilities
@danielbryantuk
1. Container management
1. Progressive delivery
1. Edge management
1. Observability
Four Core Platform Capabilities
Container Management:
Kubernetes
@danielbryantuk
Manage and run container-based applications at scale and on a
variety of infrastructures
● Developers
○ Self-service interactions: automated and observable
● Platform team
○ Set policies around access, control, and auditability
Container Management
@danielbryantuk
Kubernetes Decisions
● To self-host, or not to self-host?
● Which distro?
● Going all-in on a cloud?
@danielbryantuk
Kubernetes Challenges
● Foundations for a PaaS-like experience?
○ Helm and Helmfile for deployment
● Developer productivity
○ Local-to-remote dev and test
Progressive Delivery:
Delivery Pipelines
@danielbryantuk
Supporting the creation of pipelines that enable the automated
build, verification, deployment, release, and observability
● Developers
○ Self-service interactions: automated and observable
● Platform team
○ Centralize verification of quality and security properties
https://redmonk.com/jgovernor/2018/08/06/towards-progressive-delivery/
Progressive Delivery
@danielbryantuk
Progressive Delivery Decisions
● Deliver any and all application changes into production as
rapidly and as safely as the organisation requires
○ Pipeline practices
○ Pipeline technology
https://www.infoq.com/news/2020/03/reimagining-cicd-pipelines/
@danielbryantuk
Progressive Delivery Challenges
● Collaboration between dev, QA, and ops
● Balance one-size-fits-all vs chaos
● Make it easy to do the right thing
Edge Management:
Ingress and API Gateways
@danielbryantuk
Enable the self-service release of new functionality by
developers, while maintaining stability
● Developers
○ Decentralized traffic management
○ Support NFRs e.g. authn/z, retries, and circuit breaking
● Platform
○ Centralized configuration of sane defaults
○ TLS, authn/z, and rate limiting for DDoS protection
Edge Management
@danielbryantuk
Edge Stack Decisions
● Edge technologies
○ Envoy becoming the de facto standard(?)
○ xDS APIs / Ingress v2
● Deploy/release workflows
○ Declarative (CRDs)
○ Self-service
@danielbryantuk
Edge Stack Challenges
● Scaling edge management
● Supporting multiple protocols and NFRs
https://www.getambassador.io/resources/challenges-api-gateway-kubernetes/
Observability:
Metrics, Logging, Tracing
@danielbryantuk
Support the collection and analysis of end user and application
feedback directly by developers and the platform team.
● Developers
○ Enable product teams to observe and iterate against
business goals and KPIs
● Platform
○ Observe and managing infrastructure, and ensure their
service level objectives (SLOs) are met
Observability
@danielbryantuk
Observability Decisions
● Adoption (monitor all-the-things?)
● Technology selection (standards)
○ Metrics
○ Logging
○ Distributed tracing
● Joining the dots
@danielbryantuk
Observability Challenges
● Self-service config and dashboards
● Increasing signal-to-noise
● Fault location
https://medium.com/@copyconstruct/monitoring-and-observability-8417d1952e1c
Wrapping Up
@danielbryantuk
● Being fully cloud native requires new tech and new workflows
○ Lots to be learned from full cycle development
● Creating a supporting cloud platform is essential
○ Container orchestration
○ Progressive delivery
○ Edge management
○ Observability
● Consciously design your platform & watch for antipatterns
In Summary
@danielbryantuk
app.getambassador.io/
thenewstack.io/learning-kubernetes-the-need-for-a-realistic-playground/
@danielbryantuk
Read “Building a Kubernetes Platform”:
https://www.getambassador.io/learn/building-kubernetes-platform/
Subscribe to podcasts:
https://www.getambassador.io/podcasts/
Follow us on Twitter:
https://twitter.com/getambassadorio
Ambassador CNCF Incubations proposal:
https://github.com/cncf/toc/pull/435
Learning More...

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