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Code Faster on Kubernetes
(Service Oriented Development)
Rafael Schloming - @rschloming
Philip Lombardi - @TheBigLombowski
datawire.io
How do I break up my monolith?
How do I architect my app with microservices?
What infrastructure do I need in place before I
can benefit from microservices?
2
datawire.io
● Building a cloud application using
microservices in 2015
● Distributed systems engineers
● Deeply studied microservices
Architectures & Technology
3
Microservices at Datawire ...
datawire.io
Control Plane and Data Plane
4
Sidecar Proxies
Health checks
Observability
L4/L7 routing
...
Control Plane
Discovery
AuthN/AuthZ
Routing policy
...
Sidecar Proxies
Health checks
Observability
L4/L7 routing
...
Sidecar Proxies
Health checks
Observability
L4/L7 routing
...
datawire.io
Debugging Velocity (or lack thereof)
5
datawire.io
Tooling
Architecture
Process!!!
6
datawire.io
Debugging our Pipeline
7
datawire.io
Velocity comes from Process, not
Architecture
8
datawire.io
Service Oriented Architecture
Service Oriented Development
9
datawire.io 10
Stability/Maturity
Velocity
Prototype Production Mission critical
datawire.io 11
Stability/Maturity
Velocity
Prototype Production Mission critical
datawire.io
A single process is inefficient
(Forces a single Stability vs Velocity Tradeoff)
12
datawire.io 13
Define
Code
Test
Release
Prod
datawire.io 14
Define
Code
Test
Release
Prod
Centralized process
● Specialized teams
● Fixed policies (e.g.,
release criteria)
datawire.io
A single process doesn’t scale
15
datawire.io
How do I break up my monolith?
How do I break up my process?
16
datawire.io 17
Microservices lets you run multiple processes!
datawire.io
Microservices is a distributed
development architecture
workflow.
18
datawire.io 19
Stability/Maturity
Velocity
Prototype Production Mission critical
● How do I get to Continuous Deployment incrementally?
● How do I limit the scope of PCI (audit process)?
● How do I ship feature X as fast as possible?
datawire.io
Microservices is ...
● Multiple processes
○ Including your existing process!
○ Processes designed for different stability/velocity
tradeoffs
● Simultaneous processes
20
datawire.io
Doing things this way shifts how people operate!
● Requires both organizational and technical changes
21
datawire.io
Organizational Implementation
22
datawire.io
Education
● Everyone exposed to full dev cycle
Communication
● Nobody speaks the same language
Delegation
● Small teams own big important parts
You gotta give in order to get
23
datawire.io
But you get a lot
24
Education
● Specialists become generalists -> Better holistic systems
● Learning, personal growth -> Job satisfaction
Communication
● Conflict -> Collaboration
Delegation
● Massive organizational scale
datawire.io
Create self-sufficient, autonomous
software teams.
25
datawire.io
Why self-sufficiency and autonomy?
● Self-sufficient
○ Team does not need to rely on other teams to achieve its goals
● Autonomy
○ Team is able to independently make (process) decisions on how to achieve its goals
26
datawire.io
Eliminate centralized specialist functions
27
Centralized architecture
Centralized infrastructure / ops*
(You might need a platform team)
datawire.io
Think Spinoff
28
datawire.io 29
Monolith
datawire.io 30
Monolith
Microservice
Team
datawire.io
Technical Implementation
31
datawire.io
Control Plane and Data Plane
32
Sidecar Proxies
Health checks
Observability
L4/L7 routing
...
Control Plane
Discovery
AuthN/AuthZ
Routing policy
...
Sidecar Proxies
Health checks
Observability
L4/L7 routing
...
Sidecar Proxies
Health checks
Observability
L4/L7 routing
...
datawire.io
People operate the control plane
33
Sidecar Proxies
Health checks
Observability
L4/L7 routing
...
Control Plane
Discovery
AuthN/AuthZ
Routing policy
...
Sidecar Proxies
Health checks
Observability
L4/L7 routing
...
Sidecar Proxies
Health checks
Observability
L4/L7 routing
...
Control Plane UI
People
datawire.io
Guiding goal: make our team productive
34
Tools for Generalists
● Generalist UX != Specialist UX
● Specialist: All the things
● Generalist: Simple, Complete, Discoverable
Tools for Education
● Build on familiar concepts
● Safe defaults
● Great feedback
Tools for Autonomous Developers
● Fit multiple processes
datawire.io
The Datawire Story...
● We have been building cloud apps as microservices since 2015
● Way too small to have an actual dedicated ops / platform engineer
35
datawire.io
The Datawire Story...
● But…! Good news I did that in a previous life.
● Problem…! I’m supposed to be writing product code.
36
datawire.io
The Datawire Story...
I wanted to do self-service so any developer could scratch their own itch without
bugging me.
37
datawire.io
Some design considerations...
● Polyglot programming shop
● Lots of different toolchains
● Distributed-ish engineering organization
● Not everyone has a strong background in microservices and infrastructure
● Several mission critical services
38
datawire.io
The Datawire Story...
Also I wanted to do it “right”... so I architected the shit out the problem with tools!
39
datawire.io 40
Expected Reaction… :D
datawire.io 41
… Actual Reaction D:
datawire.io
Late 2015… 2016...
Change was slow and painful before adopting better starting principles...
42
datawire.io
It’s about the people and process, dummy
● Turns out it is not a tooling problem…
● It is a people and process problem…
● Engineers hate adopting new tools when the reason is not compelling…
especially if the new tools make their life harder.
● All the tooling in the world does not stop people from continuing their existing
behaviors…
● Every tool has a cost because every tool can and will be used slightly differently
by different people.
43
datawire.io
“Did you read the README?” ~ “No, but...”
44
● A README isn’t enough.
● Developers are bad at RTFM and WTFM.
● Lots of arguments over people doing things
differently from how the README stated…
● Lots of arguments also over people not
knowing how to do things because the
README did not state anything about <X>.
datawire.io
Back to the drawing board...
● We wanted a common build/deployment mechanism that would work for
everyone and anything (including CI, multiple languages, etc.)
● Started with Docker as it gave a common way to package and ship code.
● Kubernetes had been on my radar since 2014 but seemed finally ready for mass
adoption at this point so we picked that to run containers.
45
datawire.io
Our Kubernetes Journey...
● We built tools based on two things:
a. Pain
b. Common patterns we discovered across all our repositories
46
datawire.io
1. Code a change on a branch (e.g. dev/awesome-feature)
2. Package the build toolchain into the Docker image itself!
3. Run a single command and a new Docker image is built… no need to setup tools
on developers machines. Build process is codified into Dockerfile.
Step 1: Provide fast repeatable builds for everyone
47
datawire.io
Step 1: I said everyone and I meant everyone...
48
datawire.io
● Commit (or don’t commit) a change on a branch (e.g. dev/awesome-feature)
● Run command and presto…! Updated code is running on the cluster without
disturbing any other deployment.
● Support any number of parallel deployments of the same codebase
Step 2: Provide fast self-service deploy
49
datawire.io
Step 1 + 2 Recap
● Docker and Kubernetes provide the backbone of build and deployment.
● We found ourselves mostly doing the same thing (docker build ...,
kubectl [apply|create] ...) so we codified it into tools that work fast
and have a small learning surface area for devs.
● Nothing “magical” about what the tools do and they can be easily bypassed if
necessary.
50
datawire.io
● Add a little metadata to a Kubernetes service manifest
● Ambassador listens and picks up change and configures Envoy
● Makes it super easy to do stuff like expose a branch (dev/awesome-feature)
as https://dev-awesome-feature.datawire.io
Step 3: Make it easy to reach the changed code
51
datawire.io
Hell no.
(But it’s soooooo much better than before)
Perfect?
52
datawire.io
What’s left?
● Self-service bootstrapping
● Self-service stateful infrastructure
● Self-service external to Kubernetes infrastructure (e.g. Amazon RDS)
● Monitoring And Logging
53
datawire.io
All the Things
54
datawire.io
Capabilities aren’t Enough, UX Matters
55
datawire.io
Process and People factors drive the UX
56
datawire.io
Build the tools your teams need now
57
Tools for Generalists
● Generalist UX != Specialist UX
● Generalist: Simple, Complete, Discoverable
Tools for Education
● Build on familiar concepts
● Safe defaults
● Great feedback
Tools for Autonomous Developers
● Fit multiple processes
datawire.io
Demo
58
datawire.io
Thank you!
59
Build your own dev workflow
https://www.datawire.io/faster
Tweet Us!
@datawireio
@thebiglombowski
@rschloming
Email Us!
rhs@datawire.io
plombardi@datawire.io

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