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Enhancing Developer Productivity with Skaffold v2 GA

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For years, Google has been committed to maximizing developer productivity. In 2019, we announced the general availability of Skaffold, a command-line tool that facilitates continuous development and delivery for containerized applications. Today, we’re excited to announce that Skaffold V2 is now generally available.

Skaffold V2 expands Skaffold’s supported platforms and architectures with the introduction of Cloud Run as a supported deployer, and now supports building from and deploying to both ARM and x86 architectures. Skaffold V2 also offers enhanced support for CI/CD and GitOps workflows, with the introduction of the skaffold render phase, verify phase, and kpt integration. Best of all, all existing Skaffold configurations are fully compatible with Skaffold V2, and upgrading from V1 is as easy as running skaffold fix.

Expanded platform support

Since its inception, Skaffold has supported deploying applications to Kubernetes, using either kubectl or Helm deployers. Deploying to Kubernetes with Skaffold unlocks the benefits of improved velocity from source to prod, with reusable building blocks for iterative development and CI/CD.

We’re excited to expand these benefits to Cloud Run, Google’s serverless container runtime. Cloud Run provides a fully managed platform for any containerized application, and includes features such as automatic resource scaling and integrated storage, security, and monitoring solutions.

It’s easy to get started with Skaffold and Cloud Run; all you need is a Cloud Run service config and a few small updates to your skaffold.yaml. Skaffold also powers Cloud Deploy’s support of Cloud Run. Check out our documentation to learn more.

In addition to the new deployment target, the expanded set of compatible image-architecture configurations with Skaffold V2 helps developers ensure that the architecture of the machine on which an image is built is compatible with the architecture of the machine on which the image is intended to be run. Skaffold now intelligently checks the architecture of your local machine as well as the target Kubernetes cluster before building your images, allowing you to deploy to ARM, x86 or multi-arch clusters from a x86 or ARM machine without any manual configuration.

Check out our documentation to learn more about deploying to Cloud Run and managing ARM workloads.

CI/CD and DevOps, simplified

Skaffold helps developers implement CI/CD and DevOps workflows by providing a set of reusable building blocks for repeatable build, tag, and deploy steps. With Skaffold, the same config can be shared in development and production, leveraging Skaffold profiles to implement environment-specific configuration.

With Skaffold V2, the Skaffold render phase is now distinct from the deploy phase. The output of the Skaffold render phase is a manifest, hydrated with tagged image names and templated values, which can then be persisted in source control before deployment as part of a GitOps workflow.

In addition to the render phase, Skaffold V2’s new verify phase helps to configure post-deployment tests. This phase can be used to configure a series of test containers that are then monitored to ensure that the deployment was successful. This allows developers to integrate this verification step into reusable deployment pipelines rather than running these tests manually.

Finally, the introduction of kpt as a supported renderer in Skaffold V2 provides a sophisticated syntax for serially transforming and validating your manifests, unlocking additional customizability and verification in your GitOps workflows. Using Skaffold makes it easy to adopt kpt because you can take advantage of kpt’s transformation and validation functionality without needing to write any separate kpt configuration. It’s as easy as adding a few stanzas to your existing skaffold.yaml. Kpt can also be used alongside Skaffold’s pre-existing integrations with renderers Helm and Kustomize.

Check out our documentation to learn more about the Skaffold render phase, verify phase, and kpt integration.

Upgrading to Skaffold V2

Getting started with Skaffold V2 is easy. If you’re new to Skaffold, check out the V2 installation guide for platform-specific installation instructions.

If you’re an existing Skaffold user, upgrading to Skaffold V2 is simple and requires no manual configuration changes. All of your existing Skaffold configurations will continue to work as-is with Skaffold V2. Simply download the Skaffold V2 binary and run skaffold fix to update your config. Check out the V2 upgrade guide for more details.

Finally, check out our documentation for more detailed instructions on taking advantage of all of the new features introduced in Skaffold V2.

What’s next?

If you’re interested in harnessing the power of Skaffold for serverless workloads, check out our documentation for using Skaffold V2 with Cloud Run.

Also, be sure to check out Cloud Deploy, Google’s fully managed continuous delivery offering, which leverages Skaffold to construct reusable deployment pipelines.

We’re excited to hear from you. As always, you can reach out to us on GitHub and Slack.

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How-to

Microservices in the Cloud with Kubernetes and Istio

Are you building or interested in building microservices? They are a powerful method to build a scalable and agile backend, but managing these services can feel daunting: building, deploying, service discovery, load balancing, routing, tracing, auth, graceful failures, rate limits, and more.

The most suited solution for you is Istio. Istio is built with containers and microservices management in mind. The Apigee Edge API platform provides common visibility and management across both APIs and microservices for organizations of any size.

For instance, within a single Kubernetes cluster—and even with Istio helping mediate—an unreliable or slow microservice can drag the SLA of an entire application down along with it.

The kinds of sophisticated analytics that the Apigee platform provides can help administrators and product managers see these kinds of issues and react to them before it’s too late. Apigee is used by many organizations to enforce various types of quotas, allowing API teams to dynamically adjust how much API load is consumed by each organization who uses an API. This session will show you how the Kubernetes container management system and Istio service mesh can simplify many of the operational challenges of microservices, including an in-depth live demo.

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Why APIs are De Facto Business Requirements

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APIs are how software communicate. But did you know that APIs are not just technological requirements? Over the years, their role has strengthened in digital disruption strategies. Read more to build API value proposition for your business.

The benefits of APIs are becoming more clear in an ever-evolving tech landscape, yet ITDMs still struggle to convince executives and investors to buy into an API-first strategy. Here’s a look at the importance of APIs in a changing world, and how ITDMs can make the business case in order to secure the best API strategy for their organization.

Cloud computing API technology Google 2021 future trends strategy
It’s essential that IT professionals understand APIs, but it’s also essential for business leaders to understand them too. GETTY

According to Google Cloud’s new “State of the API Economy 2021” report, a majority of IT decision-makers view application programming interfaces, or APIs, as essential ingredients in improved customers experiences, expanded partner engagement, accelerated innovation, and other demands of today’s business environment. This is encouraging: APIs are how software talks to other software, and since much of digital transformation involves combining disparate data and functionality into rich user experiences and process automations, APIs are an essential ingredient in modern business strategies. 

What’s less encouraging: the research surveys primarily IT professionals, not business leaders. It’s clear that IT people see the benefits of APIs in the ever-changing tech landscape, but we still hear regular concerns from these same people that they have trouble convincing executives and investors to buy into an API-first strategy. In this article, we’ll look into why they are having these difficulties and some proven ways to successfully position an API strategy not just as a technological solution, but also as a business requirement.

The importance of APIs in a changing world

The rise of APIs has been heavily influenced by the introduction of disruptive new business models and evolving customer preferences that traditional technologies are not positioned to quickly and efficiently address. 

For example, traditionally, if your business sold tickets to events, it would build physical ticket booths and maybe a website or first-party mobile app. Today, tickets in many cases aren’t so much a physical thing presented to an usher as a digital code that an usher scans. Likewise, tickets are less-often purchased in person as opposed to online, and reliance on a first-party website can be unnecessarily restrictive. It places the burden on the business to attract customers, whereas surfacing organically in social media, search engine results, and other digital experiences lets the business meet customers where they’re already assembled. 

Moreover, as COVID-19 continues to disrupt events throughout the world, many ticket sellers—and most organizations, for that matter—have pivoted to digital-first business interactions as a matter of necessity. All of these changes in the business model, and all of the interacting systems and functionality that underpin them, rely on communication among APIs. 

Similarly, today’s banks cannot grow by simply building more branches or hiring more tellers. Instead, they need to make financial information and functionality available when and where customers require it, whether that means via an ATM, a first-party app, or within some other digital experience. Many banks also need to do more than just present this functionality, as customers are increasingly interested in the analytics and insights their spending patterns can yield. Again, all of these interactions—from customers making a purchase within an app to banks applying machine learning in order to offer customers financial insights—are enabled by APIs.     

Related: The “State of API Economy 2021” report describes how digital transformation initiatives evolved throughout 2020, as well as where they’re headed in the years to come. Download for free.

When guidance meets resistance

These examples do not illustrate technology that updates the status quo, but rather technology that unlocks business opportunities that transcend the status quo—and that help businesses to thrive even as the status quo fades into irrelevance and obsolescence. APIs are thus not just an IT topic but also important business enablers that should be understood by everyone involved with the enterprise’s investments, from internal stakeholders approving business strategies to external shareholders trying to assess an organization’s trajectory. 

The challenge for investor relations is to convey these financial and operational benefits in a way that clearly communicates the need for a new business model rather than refinements to the existing models. It’s essential that IT professionals understand APIs, but it’s also essential for business leaders to understand them too.

This is even trickier given that arguments for API investments are often based on future potential, while arguments for more conservative alternatives are based on past success. 

At a high level, the API value proposition is clear: In the past, valuable functionality and data have been encased in systems and applications, making them difficult to scale or leverage for new, evolving use cases. In contrast, APIs make functionality and data infinitely reusable, infinitely scalable, and modular such that APIs can easily be combined for new uses. All of this accrues to richer user experiences and more flexibility than ever for companies to monetize their digital assets, share them with partners, or combine them with assets from third parties. 

It’s essential that IT professionals understand APIs, but it’s also essential for business leaders to understand them too.

But investors typically want as much information as possible because their decisions can affect not just productivity and output, but company stock prices and potential future growth. High-level arguments may not be persuasive. The deeper assurances investors crave would normally come from guidance.

Guidance in this context refers to insights based on growth forecasts and customer adoption, but this can be difficult early in market entry. Robust forecasting processes need to be developed to demonstrate the efficacy and value of the API economy, which can be hard to predict: whereas APIs are well understood in some sectors, and especially among digital natives, they are in the early stages of the growth rate in other verticals, making it challenging to forecast developer adoption of a given API. And since there is a shortage of information, trying to use traditional guidance comes with a risk of being wrong and thus of little value to investors.

Related: Set your 2021 API resolutions with these top 2020 posts.

How to deliver a more useful value proposition

While guidance may be premature during the early stages of market entry, investor relations teams still need to convey the full value of an enterprise to investors. To do this, they need a value proposition that emphasizes the intrinsic value of the investment while reinforcing the benefits that can best drive business and stock growth. Considering how large an investment of time, effort, and money transitioning to an API economy can be, it is vital to convey that the benefits are substantial.

A solid value proposition should demonstrate maximum returns, and while this shouldn’t include far-fetched or unobtainable claims, it can include reasonable aspirational visions alongside statistical insights. To craft these aspirational narratives, investor relations teams should look to their organization’s existing business needs and challenges, and then demonstrate how APIs can benefit the organization in these areas. Here are some options that speak to a number of common business requirements:

  • Sales channel: API investments are reusable, improve speed to market, enable automated processes and partner onboarding, and can uncover unanticipated opportunities.
  • Cost: Businesses can reduce operational costs by using and reusing APIs for innovation and business development, and by using the services native to your partner’s digital surface, you can further reduce innovation costs and risks.
  • Earnings: API-enabled digital ecosystems unlock a variety of partner services that leverage the business’s shared data to drive new customer acquisition, new market positions, new transaction volumes, and direct API monetization.
  • Risk mitigation: By investing in a credible API, businesses can mitigate downside risks that traditional enterprises can face from market disruptors, industry-wide shifts to digital tools, and inabilities to ingest and analyze growing data sources.
  • Intellectual property: Unlike project-driven innovation and customized, point-to-point integration that traps enterprise knowledge in small teams and divisional silos, APIs are reusable and modular, breaking down silos and encouraging intra-organizational collaboration.
  • Speed to market: The efficient, repeatable API interface informs improvements to the fulfillment process with consistent access to data from across the organization, which drives solutions that more quickly and efficiently meet customer needs.
  • Ethics: APIs offer the flexibility and economical advantages that give organizations the capacity to focus on their brand’s ethical “reason for being” beyond profitability by serving economically marginal and underserved market segments.
  • Customer credibility: Organizations can deliver the extended, connected digital experiences that customers expect with the tools and flexibility included with API products.
  • Employee retention: Businesses can avoid losing key employees by updating their legacy technologies with APIs, giving employees the opportunity to enhance their skills with modern technologies.
  • Corporate strategy: Enterprises that use APIs’ reusable, modular structure and tools are more capable of adapting to rapid structural shifts in customer demand patterns and sectoral changes in the economy.

Whichever of these business challenges a team speaks to, it is imperative that they demonstrate the benefits of APIs, and that once they’ve determined the angle they intend to use, they keep their message consistent. While we’ve seen a number of viable ways to position APIs as a winning strategy, switching among them could make the presentation—and APIs in general—seem insubstantial and unreliable. 

This is why it’s key to decide on the most relevant business concerns, and once you’ve tailored your presentation, to make sure that you have message alignment, including buy-in and support from C-level executives. With a strong pitch built around solving existing business concerns and solidarity from relevant stakeholders, you can go into your investor meeting with the confidence to secure the best API strategy for your organization.

Strengthen your pitch with additional insights. Here are five key trends in 2021 for API-first digital transformation.

About the Author: Paul Rohan is a researcher on Open Banking and a Google Cloud solutions consultant. Paul works with banking C-Suites that are examining the impact of the Platform Economy and Digital Ecosystems on financial services industry growth, market structures and governance. Paul is the author of “PSD2 in Plain English” and “Open Banking Strategy Formation”.

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State of DevOps 2018: Strategies for a New Economy

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According to the new Accelerate: State of DevOps 2018: Strategies for a New Economy report, elite DevOps performers have more frequent code deployments, faster lead times, lower change failure rates, and far quicker incident recovery times. And that’s just the beginning.

This year’s report reflects a fundamental industry change in how software and technology are viewed: What we referred to as IT performance in earlier research is now referred to as software delivery performance to differentiate this work from IT helpdesk and other support functions.

The ability to leverage this high-value performance is a key differentiator for organizations. Those that develop and deliver quickly are better able to experiment with ways to increase customer adoption and satisfaction, pivot when necessary, and keep up with compliance and regulatory demands.

This report highlights that any team in any industry, whether subject to a high degree of regulatory compliance or not—across all industry verticals—has the ability to achieve a high degree of software delivery performance. We classify teams into high, medium, and low performers and find that they exist in all organization types and industry verticals. You’ll find these classifications referenced throughout the report.

Download the report to find out what nearly 1,900 professionals said about the role of DevOps in their business, what sets top-performing DevOps teams apart, and how this gives them a competitive edge.

 

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How Anthos Helps Organizations Implement Multi and Hybrid Cloud Strategy

Organizations have become increasingly focused on using modernization solutions to build competitive advantage, for faster time to market, serve customers better and seamlessly operate in hybrid and multi-cloud environments. Anthos by Google Cloud, a managed application platform plays an important role in application modernization and also in empowering customers to deploy a hybrid or multi-cloud strategy with opensource technologies and platforms like Kubernetes.

Watch the video to refer to the real use-cases of Anthos for application modernization and hybrid/multi cloud deployment across retail, digital natives, banking and manufacturing space.

Also, explore the latest tool, Migrate for Anthos if you are a traditional enterprise looking to skip rewriting of applications and lift-and-shift process!

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How the Telegraph is Reimagining Media with Google Cloud

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The Telegraph is the biggest-selling quality newspaper in the UK, an accolade which requires it to print and distribute hundreds of thousands of copies each day. Optimal management of print runs is important, and by using a combination of the cloud and machine learning, The Telegraph is better able to predict demand for physical newspapers, maximizing sales and minimizing waste.

Whether they’re reading the newspaper on the way to work, or catching up on the latest headlines on their smartphones, readers expect up-to-the-minute news wherever and whenever makes the most sense for them. As a result, media companies are increasingly looking for ways to improve, expand, and simplify their offerings, and they’re increasingly looking to the cloud to do it.

For more than 160 years The Telegraph has been counted on by readers across the United Kingdom and globally for award-winning news and journalism. An early adopter of cloud technology, it’s been a G Suite customer since 2008 and has already been using Google Cloud Platform to analyze digital behaviors to improve engagement and advertising performance since 2016.

Recently, The Telegraph announced it’s migrating fully to Google Cloud. By migrating all their production and pre-production services, they aim to deliver content faster, provide compelling experiences to readers, and reduce environmental impact.

“We are delighted to announce our newest collaboration with Google Cloud,” said Chris Taylor, Chief Information Officer, The Telegraph. “We have always worked closely with Google as they help us to provide our readers with great experiences on our digital products, collaboration software and internet scale through search. Their continued leadership in projects such as Kubernetes are enabling us to build flexible development environments that truly support DevOps.”

Powering the Digital Publishing Ecosystem

The Telegraph produces large volumes of digital content every day. It was imperative for them to find a cloud provider they could trust to support this ecosystem. By working with Google Cloud they have changed the way they see and engage with data: they can collect new information about their products every second and use that to continually hone their strategy. The Telegraph are placing more confidence and trust in the data captured about their content and now have one of the best available pieces of technology for capturing and analyzing the stories they publish in real-time.

Leveraging AI to support journalists

Time is critical when journalists are on a story, and The Telegraph wants to put important data in the hands of its journalists right when they need it. To do this, it will be using AutoML to classify content for journalists and make it more discoverable. For example, a reporter will be able to bring up relevant assets that link to their stories. It will also apply AutoML to classify Telegraph stock photos to help journalists attach compelling visual content to their stories faster.

Building compelling reader experiences with the help of APIs

Readers have an ever-increasing expectation of personalization. To meet this need, The Telegraph launched My Telegraph, currently live in beta, to offer registered readers personalized news experiences based on their interests or the particular journalists they want to follow. My Telegraph was developed on an API management platform provided by Google Cloud’s Apigee. You can learn more about how it’s applying API management to My Telegraph, in this blog post.

Working for environmental good

The Telegraph is the biggest selling quality newspaper in the UK, an accolade which requires it to print and distribute hundreds of thousands of copies each day. Optimal management of print production is important, and by using a combination of the cloud and machine learning, The Telegraph is better able to predict demand for physical newspapers, maximizing sales and minimizing waste. This makes great business sense for The Telegraph but also has great environmental benefit.

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How Citrix Developed a World-class API Environment

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There are a number of terms and concepts in cloud computing, and not everyone is familiar with all of them. To help, we’ve put together a list of common questions, and the meanings of a few of those acronyms. You can find all these, and many more, in our learning resources.

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