Continuous testing is the process of executing automated tests as part of the software delivery pipeline to obtain immediate feedback on the business risks associated with a software release candidate.[14][15] For Continuous Testing, the scope of testing extends from validating bottom-up requirements or user stories to assessing the system requirements associated with overarching business goals.[16]

 A business process is often started by a trigger, such as the filing of an expense report, which initiates a set of predefined workflow steps, or processes, that conclude with the employee receiving reimbursement. The goal of BPA is to not only automate business processes, but to simplify and improve business workflows as well. BPA can be a standalone initiative or part of a larger, overarching business process management (BPM) strategy.

But the smart home is evolving, and hubs are starting to feel a bit of a squeeze. Worthwhile standalone devices like the Amazon Echo can wrangle gadgets in a lot of the same ways as dedicated hubs -- and developers are falling over themselves to hop on board. Some have all but left the traditional hubs in the dust. Manufacturers have taken notice, and some have started working to integrate hub technology into existing devices with standalone appeal -- things like appliances, routers, and smart TVs. As a result, don't be surprised if the next generation of hubs are essentially invisible.

Cohn refers to the middle layer of the pyramid as the service layer, but it's also known as the layer for automated API tests, automated component tests, or acceptance tests. You use this automation layer to test the business logic without involving the user interface (UI). By testing outside the UI, you can test the inputs and outputs of the APIs or services without all the complications the UI introduces.

The IT industry depends on similar Agile practices of different names to meet the market’s demand for their products and services. Test automation is vital to Agile and the companies using Continuous Integration and Delivery, TDD, and BDD. For the titans of technology and the IT industry at large to reap the benefits of test automation, they must rely on automation frameworks.


Privacy. We take the collection, use, and security of your personal information very seriously. We will never sell your information to a third party. The Application has a feature that enables you to store photographs of your progress. We recommend that you utilize this feature to track your individual progress. We will never share or use your personal photographs without your express written consent.
HomeBrite by Feit Electric offers an easy convenient HomeBrite by Feit Electric offers an easy convenient and cost-effective way to introduce smart lighting into any home or business. Simply install HomeBrite LED bulbs and download the free HomeBrite app to your phone or tablet to begin controlling and customizing your lights. The HomeBrite App serves as a virtual ...  More + Product Details Close
Full automation commonly defined as requiring no control or very limited control by the driver; such automation would be accomplished through a combination of sensor, computer, and communications systems in vehicles and along the roadway. Fully automated driving would, in theory, allow closer vehicle spacing and higher speeds, which could enhance traffic capacity in places where additional road building is physically impossible, politically unacceptable, or prohibitively expensive. Automated controls also might enhance road safety by reducing the opportunity for driver error, which causes a large share of motor vehicle crashes. Other potential benefits include improved air quality (as a result of more-efficient traffic flows), increased fuel economy, and spin-off technologies generated during research and development related to automated highway systems.[71]
This might be one of the more interesting job categories that will thrive with automation. While less and less time will be focused on the mundane tasks, people will have more time to focus on growing themselves as a person. In fact, I believe the key to automation being a growth engine rather than a means to replace jobs, we are going to need a path for people to grow and adapt to human/machine partnerships.  This is where the coach can really shine. A coach, just like on a soccer field, is a person who assists people see their potential in a certain area and capitalize on it. This category isn’t directly related to automation, but like continuing education, it is one that has a lot of potential because as automation becomes more pervasive, people will need help to adapt into our changing world.

Few workers may have the desire to fully self-automate, but it appears a growing number are interested in scripting the busy work. The productivity web is littered with blog posts and how-to articles with titles like “How I Automated My Job With Node JS,” and there are dozens of podcasts about every conceivable kind of automation: small business, marketing, smartphone. It’s a burgeoning cottage industry.
After hearing of a recent Oxford University study on advancing automation and its potential to displace workers, Yuh-Mei Hutt, of Tallahassee, Florida, wrote, “The idea that half of today’s jobs may vanish has changed my view of my children’s future.” Hutt was reacting not only as a mother; she heads a business and occasionally blogs about emerging technologies. Familiar as she is with the upside of computerization, the downside looms large. “How will they compete against AI?” she asked. “How will they compete against a much older and experienced workforce vying for even fewer positions?”
TDD is misleading if you don’t realize that it is more about software design and teamwork than testing. According to the authors, an Agile programmer using TDD to write “test-first” code can think about what functionality they want from the code and then partner with a tester to make sure all aspects of the code are performing to that standard of functionality.
Analysis: In this phase, you review your organization’s infrastructure. Assess its requirements and objectives before performing a full review of the current systems, data needs, and business processes. Then select a technology solution based on its architectural design and its fit with the business. At this stage, external consultants who are experts in the technology are helpful.
RPA alone covers mostly low-value tasks, but when combined with ML and AI, it can automate higher cognitive tasks. This includes work that requires perception and judgment, sometimes intelligently automating 15-20 steps of a process. Gartner says that by 2020 the RPA market will top $1 billion, going from use in less than 10 percent of businesses to about 40 percent, and reducing the human need in service-share centers by 65 percent.
Authors Dorothy Graham and Mark Fewster wrote the field's seminal text, Software Test Automation, which has guided many organizations toward success. Now, in Experiences of Test Automation, they reveal test automation at work in a wide spectrum of organizations and projects, from complex government systems to medical devices, SAP business process development to Android mobile apps and cloud migrations.
What if, the authors ask, we were to reframe the situation? What if we were to uncover new feats that people might achieve if they had better thinking machines to assist them? We could reframe the threat of automation as an opportunity for augmentation. They have been examining cases in which knowledge workers collaborate with machines to do things that neither could do well on their own—and they’ve found that smart people will be able to take five approaches to making their peace with smart machines.
For augmentation to work, employers must be convinced that the combination of humans and computers is better than either working alone. That realization will dawn as it becomes increasingly clear that enterprise success depends much more on constant innovation than on cost efficiency. Employers have tended to see machines and people as substitute goods: If one is more expensive, it makes sense to swap in the other. But that makes sense only under static conditions, when we can safely assume that tomorrow’s tasks will be the same as today’s.
Our current Editors' Choice for home automation hubs, the Wink Hub 2 works with devices that use Z-Wave, Zigbee, Lutron Clear Connect, Kidde, Bluetooth, and Wi-Fi. It is also for the future. That includes just about everything in the smart home spectrum, from Philips Hue lighting and the Netgear Arlo camera, to Google Home. It's the most reliable, widely supported hub we've tested.
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The first tools made of stone represented prehistoric man’s attempts to direct his own physical strength under the control of human intelligence. Thousands of years were undoubtedly required for the development of simple mechanical devices and machines such as the wheel, the lever, and the pulley, by which the power of human muscle could be magnified. The next extension was the development of powered machines that did not require human strength to operate. Examples of these machines include waterwheels, windmills, and simple steam-driven devices. More than 2,000 years ago the Chinese developed trip-hammers powered by flowing water and waterwheels. The early Greeks experimented with simple reaction motors powered by steam. The mechanical clock, representing a rather complex assembly with its own built-in power source (a weight), was developed about 1335 in Europe. Windmills, with mechanisms for automatically turning the sails, were developed during the Middle Ages in Europe and the Middle East. The steam engine represented a major advance in the development of powered machines and marked the beginning of the Industrial Revolution. During the two centuries since the introduction of the Watt steam engine, powered engines and machines have been devised that obtain their energy from steam, electricity, and chemical, mechanical, and nuclear sources.

Phenomenally successful and for good reason, MyFitnessPal app makes it incredibly easy to log your meals and snacks, either by searching for them or scanning product barcodes. It has a huge database of more than 5 million foods and you can save and re-use your logged meals. The app allows you to set goals and displays simple but clear graphs to give you a visual report of your progress.  You can also connect with friends and family for extra encouragement, join forums and swap tips with the community.


IBM RFT is a data-driven testing platform for functional and regression testing. It supports a wide range of application such as .Net, Java, SAP, Flex, and Ajax. RFT uses Visual Basic .Net and Java as scripting languages. RFT has a unique feature called Storyboard testing in which users’ actions on AUT are recorded and visualized in a storyboard format through application screenshots.

The UTF's supplies a toolbox of testing tools to ease creation and maintenance of test programs and provide a uniform error reporting mechanism. The toolbox supplied in most part in a form of macro and function declarations. While the functions can be called directly, the usual way to use testing tools is via convenience macros. All macros arguments are calculated once, so it's safe to pass complex expressions in their place. All tools automatically supply an error location: a file name and a line number. The testing tools are intended for unit test code rather than library or production code, where throwing exceptions, using assert(), boost::concept_check or BOOST_STATIC_ASSERT() may be more suitable ways to detect and report errors. For list of all supplied testing tools and usage examples see the reference.


Research by Carl Benedikt Frey and Michael Osborne of the Oxford Martin School argued that employees engaged in "tasks following well-defined procedures that can easily be performed by sophisticated algorithms" are at risk of displacement, and 47 per cent of jobs in the US were at risk. The study, released as a working paper in 2013 and published in 2017, predicted that automation would put low-paid physical occupations most at risk, by surveying a group of colleagues on their opinions.[91] However, according to a study published in McKinsey Quarterly[92] in 2015 the impact of computerization in most cases is not replacement of employees but automation of portions of the tasks they perform.[93] The methodology of the McKinsey study has been heavily criticized for being intransparent and relying on subjective assessments.[94] The methodology of Frey and Osborne has been subjected to criticism, as lacking evidence, historical awareness, or credible methodology.[95][96] In addition the OCED, found that across the 21 OECD countries, 9% of jobs are automatable.[97]

We specialize in providing light industrial employees to a variety of customers. In fact, ninety-four percent of our company-wide staffing is light industrial, so our expertise in this field far exceeds that of our competition. Our employees fill needs in plastics manufacturing, electronics manufacturing, warehousing, assembly and production lines for various products, distribution centers, and other labor-intensive needs.

Home automation (also called domotics) designates an emerging practice of increased automation of household appliances and features in residential dwellings, particularly through electronic means that allow for things impracticable, overly expensive or simply not possible in recent past decades. The rise in the usage of home automation solutions has taken a turn reflecting the increased dependency of people on such automation solutions. However, the increased comfort that gets added through these automation solutions is remarkable.[77]


While ensuring quality at all times is of utmost importance to this model, it’s not all that counts. The speed at which all of the development and testing occurs also matters quite a lot. That’s because if something in the pipeline stalls or breaks down, it holds up everything else and slows down the release of new developments. And given that the need to deliver new releases faster and on a more regular basis paved the way for this continuous delivery and testing model, that roadblock defeats the purpose of taking this approach.

This app is essentially having a food police on your phone. Unlike other apps, there is no need to guess the portion size or to manually enter your food. It is super simple. You snap a picture of your food and write a basic description of what you ate. That’s it. Rise connects you with a registered dietitian who offers feedback on your meals and pinpoints your problem areas. It gives you personalized, real-time support when you need it. The app teaches you the necessary good habits and over time you start to adopt them without thinking. This will help you to keep the weight off once it’s been lost.  Rise it’s quite pricey and costs $48 per month. However, looking at all the positive reviews it received, it may be worth the price.
Automated testing expanded with Agile principles because testing in a repeatable manner that is secure, reliable, and keeps pace with the rapid deployment of software is required for this environment. In their book Agile Testing: A Practical Guide for Testers and Agile Teams, authors Lisa Crispin and Janet Gregory claim Agile development depends on test automation to succeed. They emphasize the team effort required for test automation and recommend automating tests early in the development process. Also, the development of automation code is as important as the development of the actual production code for software. The “test-first" approach to development is known as Test-Driven Development.
#4) Next on the list would be UI based tests. We can have another suite that will test purely UI based functionalities like pagination, text box character limitation, calendar button, drop downs, graphs, images and many such UI only centric features. Failure of these scripts is usually not very critical unless the UI is completely down or certain pages are not appearing as expected!

Robot Framework is an open-source automation framework that implements the keyword-driven approach for acceptance testing and acceptance test-driven development (ATDD). Robot Framework provides frameworks for different test automation needs. But its test capability can be further extended by implementing additional test libraries using Python and Java. Selenium WebDriver is a popular external library used in Robot Framework.
“There are millions of regression tests for a Windows 10 release. For example, if you plan 10 new features, five [of those 10] are critical and a priority. These test cases will be the criteria used to release the software. You build from that progress. So on the next release, you have new features, 10 are determined critical for testing. So it keeps adding, now you have 15 regression tests being automated to keep up with the release schedules.”

Building a successful automated testing strategy is tough and the approach will vary on a team-by-team basis. No team is completely identical to another. Some may consist of more manual testers than automation engineers, while some may have shifted left and depend on developers to do the heavy lifting. Budget, deadlines, application type, and development model are all factors that impact how an automated testing strategy should outlined be implemented.

Insteon technology uses power line and radio frequency to communicate and transmit signals. The Insteon Hub is required if you'd like to control Insteon devices from a smartphone, voice control, or to set schedules. Insteon products run of their own special frequency allowing older generations of the product to work with new ones through the Insteon Hub and home automation app.


SharePoint is a cloud-based Microsoft product that can be used for BPA and for document storage and collaboration. Training for SharePoint goes from the basics (for users who will stick to low-level functionality) to the advanced superuser and even administrator designation (for professionals who want to act as their company’s point of contact for their internal or external SharePoint site). Programming courses in SharePoint are also available for professionals who need to code new applications.
Integration: At this phase, perform API integration. This enables the new programs to access and communicate with other existing programs. You should also perform data integration during this step, combining data from disparate sources. Lastly, implement the enterprise service bus (ESB) in a service-oriented architecture (SOA). An ESB allows communication between software applications.
Our current Editors' Choice for home automation hubs, the Wink Hub 2 works with devices that use Z-Wave, Zigbee, Lutron Clear Connect, Kidde, Bluetooth, and Wi-Fi. It is also for the future. That includes just about everything in the smart home spectrum, from Philips Hue lighting and the Netgear Arlo camera, to Google Home. It's the most reliable, widely supported hub we've tested.
Finally, stepping forward means constructing the next generation of computing and AI tools. It’s still true that behind every great machine is a person—in fact, many people. Someone decides that the Dunkin’ Franchise Optimizer is a bad investment, or that the application of AI to cancer drug discovery is a good one. Someone has to build the next great automated insurance-underwriting solution. Someone intuits the human need for a better system; someone identifies the part of it that can be codified; someone writes the code; and someone designs the conditions under which it will be applied.
Realizing the benefits of software automation testing first requires understanding that automation isn’t automatic. If you understand the basics — what it is, what it is not, who uses it and why they do so — you will start to see why automation testing is fundamental to modern software development. The efficiency gains associated with successful test automation require the use of automation frameworks and proper automation software tools.
In 1975, the first general purpose home automation network technology, X10, was developed. It is a communication protocol for electronic devices. It primarily uses electric power transmission wiring for signaling and control, where the signals involve brief radio frequency bursts of digital data, and remains the most widely available.[8] By 1978, X10 products included a 16 channel command console, a lamp module, and an appliance module. Soon after came the wall switch module and the first X10 timer.

Industrial automation incorporates programmable logic controllers in the manufacturing process. Programmable logic controllers (PLCs) use a processing system which allows for variation of controls of inputs and outputs using simple programming. PLCs make use of programmable memory, storing instructions and functions like logic, sequencing, timing, counting, etc. Using a logic based language, a PLC can receive a variety of inputs and return a variety of logical outputs, the input devices being sensors and output devices being motors, valves, etc. PLCs are similar to computers, however, while computers are optimized for calculations, PLCs are optimized for control task and use in industrial environments. They are built so that only basic logic-based programming knowledge is needed and to handle vibrations, high temperatures, humidity and noise. The greatest advantage PLCs offer is their flexibility. With the same basic controllers, a PLC can operate a range of different control systems. PLCs make it unnecessary to rewire a system to change the control system. This flexibility leads to a cost-effective system for complex and varied control systems.[88]


The introduction of prime movers, or self-driven machines advanced grain mills, furnaces, boilers, and the steam engine created a new requirement for automatic control systems including temperature regulators (invented in 1624 (see Cornelius Drebbel)), pressure regulators (1681), float regulators (1700) and speed control devices. Another control mechanism was used to tent the sails of windmills. It was patented by Edmund Lee in 1745.[16] Also in 1745, Jacques de Vaucanson invented the first automated loom. The design of feedback control systems up through the Industrial Revolution was by trial-and-error, together with a great deal of engineering intuition. Thus, it was more of an art than a science. In the mid-19th century mathematics was first used to analyze the stability of feedback control systems. Since mathematics is the formal language of automatic control theory, we could call the period before this time the prehistory of control theory.

Automation is, unsurprisingly, one of the two main characteristics of home automation. Automation refers to the ability to program and schedule events for the devices on the network. The programming may include time-related commands, such as having your lights turn on or off at specific times each day. It can also include non-scheduled events, such as turning on all the lights in your home when your security system alarm is triggered.


This article covers the fundamentals of automation, including its historical development, principles and theory of operation, applications in manufacturing and in some of the services and industries important in daily life, and impact on the individual as well as society in general. The article also reviews the development and technology of robotics as a significant topic within automation. For related topics, see computer science and information processing.

“Many companies are also using zonal OCR and barcode scanning to automate document filing. Zonal OCR lets the user set a predefined area from which information is automatically captured, indexed, and added to a specific database. Many companies employ Zonal OCR on their purchase orders so that scanning the document will transfer the invoice number and shipping and billing information directly to a database. Adding barcode recognition to a document automates the filing process by telling the computer where and how to file a document and its content. These capabilities help these large, established companies compete today.”


The International Society of Automation (www.isa.org) is a nonprofit professional association that sets the standard for those who apply engineering and technology to improve the management, safety, and cybersecurity of modern automation and control systems used across industry and critical infrastructure. Founded in 1945, ISA develops widely used global standards; certifies industry professionals; provides education and training; publishes books and technical articles; hosts conferences and exhibits; and provides networking and career development programs for its 40,000 members and 400,000 customers around the world.
Using our definition, the automation profession includes “everyone involved in the creation and application of technology to monitor and control the production and delivery of products and services”; and the automation professional is “any individual involved in the creation and application of technology to monitor and control the production and delivery of products and services.”
Home automation may seem like a sci-fi fantasy, but advancements in technology now allow us to harness some of the benefits of automation for use in our own homes today. Home automation allows us to make our lives simpler and more efficient, whether that means programming the lights to turn on or off at certain times or setting the temperature of the house to self-adjust depending on who is at home.
Mokyr describes himself as “less pessimistic” than others about whether AI will create plenty of jobs and opportunities to make up for the ones that are lost. And even if it does not, the alternative—technological stagnation—is far worse. But that still leaves a troubling quandary: how to help the workers left behind. “There is no question that in the modern capitalist system your occupation is your identity,” he says. And the pain and humiliation felt by those whose jobs have been replaced by automation is “clearly a major issue,” he adds. “I don’t see an easy way of solving it. It’s an inevitable consequence of technological progress.”
Such generous benefits are unlikely to be offered anytime soon, acknowledges Muro, who has worked with manufacturing communities in the Midwest (see “Manufacturing Jobs Aren't Coming Back”). However, the presidential election, he suggests, was a wake-up call for many people. In some ways the result was “secretly about automation,” he says. “There is a great sense of anxiety and frustration out there.”

Summary: Uses pre-built workflows and services on demand for continuous testing and Agile development. IBM InfoSphere Optim makes it easy to create production-like environments, allows for functional, regression integration and load testing via integrations with the Rational Test Workbench and allows for data masking and enterprise test data management policy development and enforcement.


These success factors make RPA a reasonable, low cost and lower risk entry-level approach to AI even if the technology is not very smart today.  RPA nicely lays the foundation for more intelligent applications later. And even without the potential of more intelligent RPA, the ease of implementation and rapid ROI from many RPA projects makes them worth strong consideration for almost any firm today.
Shop around, and you'll find gadgets designed to help you sleep better, devices that promise to smarten up your home entertainment system and even connected tools for more intelligent gardening. We've even reviewed a smart home piggy bank. Sure, some of these devices come with an extra-high novelty factor, but if they're automating something you care about, then they might merit consideration all the same.
"This app is basically a personal nutritionist. It comes with a variety of recipes and food options to not only help you track your calories daily but to lose weight. It has a user friendly interface where you can get suggestions on foods to eat, join an online community where you can interact with others and you can search thousands of foods to get ideas of healthy eating. I love this app."
Testim.io leverages machine learning for the authoring, execution, and maintenance of automated test cases. We use dynamic locators and learn with every execution. The outcome is super fast authoring and stable tests that learn, thus eliminating the need to continually maintain tests with every code change. Netapp, Verizon Wireless, Wix.com and others run over 300,000 tests using Testim.io every month.

Crispin and Gregory define Test-Driven Development (TDD) as the process of writing and automating small unit tests before writing the piece of code that will make the test pass. TDD is used for continuous integration testing to ensure small units of code work together first. A unit test verifies the behavior of a small part of the code in the overall system. These tests are the primary candidate for the majority of automated tests. Even teams that are not practicing Agile development use TDD to prevent defects and design software (Agile Testing, 2008).
The increased demand for automation is trending in our software testing industry, as well. If you check out any software or application testing communities (i.e., uTest, Quora, etc.), you will find software testers urging for various tools that can be helpful in their day to day testing activities, whether it is for desktop testing, web testing, browser testing, regression testing, web services and API testing, and many more.

What you really need to know: Sauce Labs offers everything as one product with additional enterprise capabilities in enhanced subscriptions. It currently only works with open source technologies like Selenium, Appium and JS Unit Testing. It is the only mobile testing tool that supports automation for native, hybrid and mobile web testing across all device types (real, emulators and simulators).
Here you might ask, Just who is augmenting whom (or what) in this situation? It’s a good moment to emphasize that in an augmentation environment, support is mutual. The human ensures that the computer is doing a good job and makes it better. This is the point being made by all those people who encourage more STEM (science, technology, engineering, and math) education. They envision a work world largely made up of stepping-in positions. But if this is your strategy, you’ll also need to develop your powers of observation, translation, and human connection.
Our current Editors' Choice for home automation hubs, the Wink Hub 2 works with devices that use Z-Wave, Zigbee, Lutron Clear Connect, Kidde, Bluetooth, and Wi-Fi. It is also for the future. That includes just about everything in the smart home spectrum, from Philips Hue lighting and the Netgear Arlo camera, to Google Home. It's the most reliable, widely supported hub we've tested.

Ashok Gudibandla, CEO at Automate.io, notes, “Automation of business processes is of course constantly evolving. It requires alignment of people, processes, and technology. Each part is a challenge. We are experts at the last part, technology (software/systems/AI). The big challenge here is that with more and more systems (email, marketing, sales, customer service, payments) moving to the cloud, there is a fragmentation of data and processes, with each department using their own siloed tools. Automating processes across departments is a big challenge. 
Typically, a hub will include multiple radios for popular smart home protocols like Z-Wave and ZigBee -- the wireless "languages" of smart home gadgetry. This allows the hub to "talk" to everything in its native language, then translate that info into a Wi-Fi signal that you (and your router) can understand and put to use. With the right hub, you'll be able to expand your system dramatically without things getting too complicated.

Automation can standardize your company response to customer issues. Once the customer contacts your company with an issue, a process immediately kicks off and prioritizes the support request based on defined criteria, such as the customer value and the nature of the problem. The software assigns support personnel and categorizes the type of issue. Between the predefined criteria and assigning the employee, the system escalates the problem. Along the way, the app notifies the customer of each step, assuring them that the issue is being handled.
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