Microservices Practitioner Summit Jan '15 - Maximizing Developer Productivity in a Microservices Environment - Thomas Petr, Hubspot

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Tom Petr, Hubspot HubSpot is an all-in-one sales and marketing platform made up of over 350 RESTful APIs deployed hundreds of times a day. This session will discuss the decisions and tradeoffs we've made in our quest to maximize developer productivity in a fast moving environment. Full video here: http://www.microservices.com/tom-petr-maximizing-developer-productivity-microservices-environment

Technology

MAXIMIZING
Developer Productivity
in a
Microservices Environment
Tom Petr // @tpetr

Over 100 engineers
Over 1,600 deployables
~300 daily deploys
From git push to Production
in about 10 minutes

Engineers own the end-to-end success
of their products.
They make most tech decisions;
they wear the pagers.
We don’t have an “ops” team.

PaaS is all about
empowering engineers.
Give them good tools
and a solid foundation so they
can focus on what they do best.

Microservices allow us
to scale and move fast.

Maps well to our teams.
Minimizes merge conﬂicts.
Compartmentalizes failures.

@Inject
@Named(“my.config.value”)
private Value<String> myConfigValue;
myConfigValue.get();

Decouple build process
from build system

Before:
1. Develop locally
2. Provision QA hardware
3. Deploy via local Python script
4. Provision PROD hardware
5. Deploy via local Python script
…
6. Replace hardware at 4am

After:
1. Develop locally
2. Deploy to QA
3. Test
4. Deploy to PROD
5. 🎉

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Sept 2010 July 2011 May 2012 Mar 2013 Jan 2014 Nov 2014 Sept 2015
Unique Web APIs Active Developers

0
75
150
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300
May 2012 Jan 2013 Sept 2013 May 2014 Jan 2015 Sept 2015
Average monthly commits per user

0
13
26
39
52
May 2013 Sep 2013 Jan 2014 May 2014 Sep 2014 Jan 2015 May 2015
Users operating infrastructure

0
200
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May 2013 Sep 2013 Jan 2014 May 2014 Sep 2014 Jan 2015 May 2015
App Servers Mesos Slaves

You don’t have to build
this all from scratch!

Adopting new development approaches such as containerization is a big change for traditional enterprise environments. Ancestry, the global leader in family history and consumer genomics, has been a big data company long before the term existed with billions of historical records and millions of family trees, much of which ran in a traditional IT environment. With a new flood of genomic data from its AncestryDNA test and the desire to continue to increase the speed of innovation, Ancestry adopted containerization and micro services using Kubernetes orchestration APIs. This session will describe Ancestry's journey to containerization and how a coherent and consistent API set such as Kubernetes can aid companies looking to make a similar transition. Paul MacKay, one of Ancestry’s Software Architects, will discuss what the company has learned during the past few years of development from both a technical and cultural change perspective.

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Getting traffic into a Kubernetes cluster should be simple, but it’s not. Richard Li explains how software architectures have evolved to take advantage of Kubernetes and discusses the implications that these changes have on ingress. Richard then covers some of the nuances of modern ingress, including authentication, resilience, and observability at the edge, explores how Kubernetes handles ingress today, with NodePorts, LoadBalancers, and ingress controllers, and shares his experience and lessons learned from using several real-world implementations of ingress on Kubernetes.

Ambassador Kubernetes-Native API Gateway

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QCon SF 2017 - Microservices: Service-Oriented Development

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Conventional wisdom is that microservices is an architecture that is the spiritual successor to service-oriented architecture. While true, this myopic view of microservices ignores some of the profound workflow shifts in today’s microservices organizations. The reality is that microservices is an architecture _and_ workflow. In this talk, we’ll introduce the workflow of service-oriented development. Rafael will talk about how the real goal of microservices is to break up a monolithic development workflow. We’ll show you how, by breaking up your workflow, you can build software that lets you move fast and make things.

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Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.

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Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf

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Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”. All of this illustrated with link prediction over knowledge graphs, but the argument is general.

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In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring. Learn about: • The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks. • Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective. • Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification. • Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process. Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.

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Microservices Practitioner Summit Jan '15 - Maximizing Developer Productivity in a Microservices Environment - Thomas Petr, Hubspot

1. MAXIMIZING Developer Productivity in a Microservices Environment Tom Petr // @tpetr

2. Over 100 engineers Over 1,600 deployables ~300 daily deploys From git push to Production in about 10 minutes

3. Engineers own the end-to-end success of their products. They make most tech decisions; they wear the pagers. We don’t have an “ops” team.

4. PaaS is all about empowering engineers. Give them good tools and a solid foundation so they can focus on what they do best.

5. Microservices allow us to scale and move fast.

6. Maps well to our teams. Minimizes merge conﬂicts. Compartmentalizes failures.

7. ✨ Everyone works on their own thing! ✨

8. AWS Java HTTP + JSON

9. Reliable Message Delivery

10. Make HTTP easy

11. Decouple code and conﬁguration

12. @Inject @Named(“my.config.value”) private Value<String> myConfigValue; myConfigValue.get();

13. Monitor everything!

14.

15.

16. Decouple build process from build system

17. Decouple frontend from backend

18. Automate deployments and infrastructure

19. Before: 1. Develop locally 2. Provision QA hardware 3. Deploy via local Python script 4. Provision PROD hardware 5. Deploy via local Python script … 6. Replace hardware at 4am

20. After: 1. Develop locally 2. Deploy to QA 3. Test 4. Deploy to PROD 5. 🎉

21.

22.

23.

24.

25.

26. Worry about some optimizations later

27. Invest in onboarding early

28.

29. Things will fall through the cracks

30.

31. 0 100 200 300 400 Sept 2010 July 2011 May 2012 Mar 2013 Jan 2014 Nov 2014 Sept 2015 Unique Web APIs Active Developers

32. 0 75 150 225 300 May 2012 Jan 2013 Sept 2013 May 2014 Jan 2015 Sept 2015 Average monthly commits per user

33. 0 13 26 39 52 May 2013 Sep 2013 Jan 2014 May 2014 Sep 2014 Jan 2015 May 2015 Users operating infrastructure

34. 0 200 400 600 800 May 2013 Sep 2013 Jan 2014 May 2014 Sep 2014 Jan 2015 May 2015 App Servers Mesos Slaves

35. You don’t have to build this all from scratch!

36. Thanks! github.com/HubSpot

Microservices Practitioner Summit Jan '15 - Maximizing Developer Productivity in a Microservices Environment - Thomas Petr, Hubspot

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