Machine learning (ML) used to be a tool limited to specialized developers and dedicated teams. Now, thanks to many web service providers and approachable tooling, your applications can use pre-build learning models and machine learning techniques the same way you would use any web service API. This is a quick way to test out and benefit from machine learning without having to invest in artificial intelligence, building your own learning models, or shaping your application around ML.

This guide explains how to get started with any Google API, such as Google Maps, Google Calendar, Youtube, or Google Sheets. Google's APIs can allow your application to integrate with Google services on the web or in a native application. There are three types of credentials for Google APIs.

In recent years, many businesses had already begun planning for a gradual shift towards an increasingly remote workforce, yet fewer had implemented a mobile-first strategy, and some were still formulating strategies. At a gradual pace, IT administrators could handle a small percentage of remote workers and saw the management features of device enrollment programs and network security measures as enough to manage a few remote devices and cyber risks.

In this post, I want to share my observations of how SaaS companies approach the trade-off between having solid cloud infrastructure security and pissing off their own engineers by overdoing it. Security is annoying. Life could be much easier if security did not get in the way of getting things done.

The concept of instrumentation often refers to tracing where events happen in an application. Many application performance monitoring (APM) tools use it to provide metrics on the inner workings of your application. But sometimes, all you really need are details about API calls.

In a world full of threats targeting data as well as stringent compliance mandates, it’s never been more important to create a strong unified cloud security strategy. But as cloud environments become more complex and diverse, it’s also never been more difficult. Even if you’re partnering with a notably secure provider, it’s still important to understand your security responsibility and to be proactive about protecting your data in the cloud.