The U.S. government, among many others, recognizes the unsung value of automation professionals. Support for the importance of automation to industry comes from the United States Senate Committee on Appropriations. On 30 June 2009, the committee submitted report language (including the excerpt shown below) to accompany the bill: H. R. 2847 (Commerce, Justice, Science and Related Agencies Appropriations Act, 2010) emphasizing the importance of automation to industry:
The legendary thoroughbred trainer D. Wayne Lukas can’t articulate exactly how he manages to see the potential in a yearling. He just does. Apple’s revered designer Jonathan Ive can’t download his taste to a computer. Ricky Gervais makes people laugh at material a machine would never dream up. Do they all use computers in their daily work lives? Unquestionably. But their genius has been to discover the ineffable strengths they possess and to spend as much time as possible putting them to work. Machines can perform numerous ancillary tasks that would otherwise encroach on the ability of these professionals to do what they do best.
“Users of Enterprise RPA consider ease of software and robot maintenance, security and scalability to be its most important features. Integrated cognitive and machine learning for processing unstructured data is also important, as is the availability of robot operational analytics. RPA is a journey and the richness of the software speeds up that journey.”
A process automation or automation system (PAS) is used to automatically control a process such as chemical, oil refineries, paper and pulp factories. The PAS often uses a network to interconnect sensors, controllers, operator terminals and actuators. A PAS is often based on open standards in contrast to a DCS (distributed control system), which is traditionally proprietary. However in recent times the PAS is considered to be more associated with SCADA systems.

Control of an automated teller machine (ATM) is an example of an interactive process in which a computer will perform a logic derived response to a user selection based on information retrieved from a networked database. The ATM process has similarities with other online transaction processes. The different logical responses are called scenarios. Such processes are typically designed with the aid of use cases and flowcharts, which guide the writing of the software code.The earliest feedback control mechanism was the water clock invented by Greek engineer Ctesibius (285–222 BC)
Late last year, the health-care start-up Viome raised $15 million in venture-capital funding for at-home fecal test kits. You send in a very small package of your own poop, and the company tells you what’s happening in your gut so that you can recalibrate your diet to, among other things, lose weight and keep it off. In the company’s words, subscribers get the opportunity to explore and improve their own microbiome: Viome “uses state-of-the-art proprietary technology” to create “unique molecular profiles” for those who purchase and submit a kit.
Outlet Controls Outlet controls allow you to integrate any of your home’s older, “dumb” lights or appliances into a new automation system. Turn lights on and off remotely. Manage smaller, window-style air conditioner units. Monitor the amount of energy these appliances use, so you’ll know whether it makes sense to upgrade to more energy efficient models.
"Smart home" is a very broad term, covering a huge number of connected gadgets, systems and appliances that do a wide variety of different things. "Home automation" is slightly less broad, referring specifically to things in your home that can be programmed to function automatically. In years past, those automations were pretty basic -- lamp timers, programmable thermostats and so on -- but that's fast been changing thanks to the recent sprawl of smart home tech aimed at mainstream consumers.
Have you ever paid attention to how often the apps on your phone update? Sure some update to eliminate bugs, but some update more and more frequently to introduce new products, new designs, and new innovations that make the app experience better. Why? Because the creatives in that company were able to take time to listen to customer feedback and design new products that solved pain points. With automation taking more of the grunt work, I bet we will see more of this in the future.

Ashok Gudibandla, CEO at, 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. 
To provide testing services and business assurance, we create our testing teams by employing Expert Users with deep industry understanding, as well as test engineer professionals with strong technical expertise. In this way, our subject matter experts lead the team on business flows and assurance, while the test engineers develop the automation framework and write test cases. Our clients and support systems are then trained on utilizing the designed system, as well as empowered to meet maintenance and update requirements.
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.
You can also find ways of experimenting with home automation that don't cost anything at all. Many smart devices offer demo modes within their apps that'll let you get the gist of things before you buy anything. Taking things for a test-drive can help you decide whether or not the product fits your needs, and it might also inspire a few new ideas for how you can put it to use.
Automation is already contributing significantly to unemployment, particularly in nations where the government does not proactively seek to diminish its impact. In the United States, 47% of all current jobs have the potential to be fully automated by 2033, according to the research of experts Carl Benedikt Frey and Michael Osborne. Furthermore, wages and educational attainment appear to be strongly negatively correlated with an occupation’s risk of being automated.[48] Prospects are particularly bleak for occupations that do not presently require a university degree, such as truck driving.[49] Even in high-tech corridors like Silicon Valley, concern is spreading about a future in which a sizable percentage of adults have little chance of sustaining gainful employment.[50] As the example of Sweden suggests, however, the transition to a more automated future need not inspire panic, if there is sufficient political will to promote the retraining of workers whose positions are being rendered obsolete.
While automation saves you a lot of time, it still takes time. You can't run all your tests all the time. It takes too long and would generate an unmanageable analysis and maintenance effort. In my group, we've taken both manual and automation testing to three levels: sanity, end-to-end, and full. In addition to our feature tests, on every code commit, we run a set of high level, cross-feature tests to make sure that a code change in one feature hasn't broken another one. Only then do we run a set of more extended tests specific to the feature for which the code was committed. Then, we run our suite of feature-level sanity tests on our continuous delivery environment every three hours to make sure all features are in good shape. We only do this on one browser though, because we've found that if a test fails, it doesn't usually depend on the browser. Finally, we run feature end-to-end testing on our nightly environment.
Sprinkler Control Wise water management can help save you money—and if you live in a drought-stricken area, it might even be mandatory. Home automation lets you turn your sprinklers on and off remotely, from inside the house or across the country. Check your water usage levels whenever you like. You can even add outdoor moisture sensors so your system will always know when the yard needs watering—and when it doesn’t.
Before that happens, anyone who works with code may want to consider the benefits enjoyed by self-automation. They’re a sort of test case for how automation could deliver a higher quality of life to the average worker, albeit an imperfect one. “The problem is for automation to work, it needs to be democratized,” Woodcock told me. “It’s a step forward that it’s not a corporate manager who’s delivering automation. It’s still not a democratic process.” Self-automators are acting alone, deciding when and how to replace their own job with code. Ideally, automation decisions would happen collectively, with colleagues’ and peers’ input, so the gains could be evenly distributed.
This approach involves finding a specialty within your profession that wouldn’t be economical to automate. In Boston, near the headquarters of Dunkin’ Donuts, a reporter recently peered into “the secret world of the Dunkin’ Donuts franchise kings.” One of them, Gary Joyal, makes a good living (if his Rolls-Royce is any indication) by connecting buyers and sellers of Dunkin’ Donuts franchises. As the Boston Globe put it, Joyal “uses his encyclopedic knowledge of franchisees—and often their family situations, income portfolios, and estate plans—to make himself an indispensable player for buyers and sellers alike.” So far he has helped to broker half a billion dollars’ worth of deals.
The automatic telephone switchboard was introduced in 1892 along with dial telephones.[35] By 1929, 31.9% of the Bell system was automatic. Automatic telephone switching originally used vacuum tube amplifiers and electro-mechanical switches, which consumed a large amount of electricity. Call volume eventually grew so fast that it was feared the telephone system would consume all electricity production, prompting Bell Labs to begin research on the transistor.[36]

Amazon is testing delivery drones that pick up warehouse orders sorted by robots, Google is testing self-driving cars, Starbucks is testing cashier-free stores dedicated to mobile ordering and payment, and Facebook is testing a brain-computer interface that may one day translate thoughts into digital text. There are mundane versions of automation technology behind all of this testing — software automation testing. Companies use automation technology to create the software responsible for the products and services causing all the hype.

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.
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Home automation is part of "The Internet of Things," also known as IoT. The way devices and appliances can be networked together to provide us with seamless control over all aspects of your home and more. Home automation has been around for many decades in terms of lighting and simple appliance control. Recently technology caught up with the idea of the interconnected world at the touch of your fingertips or a simple voice command to Alexa, Google Assistant, Siri, and Cortana. The dream of making your home smart is now a reality. Smart Home and home automation are quite interchangeable, in fact, if you research what is a smart home most of the same results will appear.
Until fairly recently, automated central control of building-wide systems was found only in larger commercial buildings and expensive homes. Typically involving only lighting, heating and cooling systems, building automation rarely provided more than basic control, monitoring and scheduling functions and was accessible only from specific control points within the building itself.
Once you've got the hang of automating something like a lamp, you can try automating other things, too. Coffee makers, desk fans and space heaters all work well with WeMo. You can even plug a power strip into a WeMo Switch, then automate several devices all at once -- a handy way of shutting down TVs, game consoles, and other electronics that can leech power even in the off position.
Hazen uses the term “automagic” to get people to think about what their goals are for using automation tools and technology for their specific project needs. He cautions against assuming the use of automation testing tools is a cure-all or silver bullet solution. As Hazen points out, automation testing is still dependent on the people performing the testing.
One other smart home platform you might have heard something about is IFTTT. An acronym for "If This, Then That," IFTTT is a free service that lets you craft automation recipes that link smart gadgets, web services, and online tools. Select a cause ("if this") and an effect ("then that"), and the recipe will run automatically. A social networking recipe might automatically save your Instagram photos to a Dropbox folder, for instance. Once you start adding smart home gadgets into the mix things get even more interesting -- and more and more are joining IFTTT's ranks all the time.

Test automation on the other hand is the automated execution of predefined tests. A test in that context is a sequence of predefined actions interspersed with evaluations, that James Bach calls checks. These checks are manually defined algorithmic decision rules that are evaluated on specific and predefined observation points of a software product. And herein lies the problem. If, for instance, you define an automated test of a website, you might define a check that ascertains a specific text (e.g. the headline) is shown on that website. When executing that test, this is exactly what is checked—and only this. So if your website looks like shown in the picture, your test still passes, making you think everything is ok.
In an era of innovation, the emphasis has to be on the upside of people. They will always be the source of next-generation ideas and the element of operations that is hardest for competitors to replicate. (If you think employees today lack loyalty, you haven’t noticed how fast software takes up with your rivals.) Yes, people are variable and unpredictable; capable of selfishness, boredom, and dishonesty; hard to teach and quick to tire—all things that robots are not. But with the proper augmentation, you can get the most out of the positive qualities on which they also hold a monopoly. As computerization turns everything that can be programmed into table stakes, those are the only qualities that will set you apart.

The governor received relatively little scientific attention until James Clerk Maxwell published a paper that established the beginning of a theoretical basis for understanding control theory. Development of the electronic amplifier during the 1920s, which was important for long distance telephony, required a higher signal to noise ratio, which was solved by negative feedback noise cancellation. This and other telephony applications contributed to control theory. In the 1940s and 1950s, German mathematician Irmgard Flugge-Lotz developed the theory of discontinuous automatic controls, which found military applications during the Second World War to fire control systems and aircraft navigation systems.[7]

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More CIOs are turning to an emerging technology practice called robotic process automation (RPA) to streamline enterprise operations and reduce costs. With RPA, businesses can automate mundane rules-based business processes, enabling business users to devote more time to serving customers or other higher-value work. Others see RPA as a stopgap en route to intelligent automation (IA) via machine learning (ML) and artificial intelligence (AI) tools, which can be trained to make judgments about future outputs.
Angie Jones is a Consulting Automation Engineer who advises several Scrum teams on automation strategies and has developed automation frameworks for many software products. Angie speaks and teaches internationally at software conferences, serving as an Adjunct College Professor of Computer Programming, and also teaches tech workshops to young girls through TechGirlz and Black Girls Code. Find out more on LinkedIn and at
Its architecture is centered around plugins with the help of which JMeter provides a lot of out of box features. It supports many types of applications, servers and protocols like Web, SOAP, FTP, TCP, LDAP, SOAP, MOM, Mail Protocols, shell scripts, Java objects, database. Other features include powerful Test IDE, dynamic reporting, command line mode, portability, multithreading, caching of test results and highly extensible core.
Tracking macros is especially of a great importance to those who want to build muscle. When you train, the muscle tissue gets damaged and needs to be rebuilt through protein synthesis. This process is the basis of building muscle, therefore, it is vital you’re getting the right amount of protein. Further, a new study revealed that with increased muscle synthesis, fat loss is also accelerated. This means that if you’re not getting enough protein, you will struggle to build serious muscle no matter how hard you train. Tracking macros will ensure you meet the correct amount.
This “how” and “why” make organization, consistency and speed imperative to supporting a continuous testing model, and that’s where test automation can help. Managing all of the testing needs in a continuous testing environment is a massive undertaking — it requires a tremendous communication effort to keep track of which environments have deployed new code, when each piece needs testing and how those requirements integrate back into the moving process of continuously delivering software.
Perhaps you saw a 2014 story in the New York Times about a man who had just changed jobs and applied to refinance his mortgage. Even though he’d had a steady government job for eight years and a steady teaching job for more than 20 years before that, he was turned down for the loan. The automated system that evaluated his application recognized that the projected payments were well within his income level, but it was smart enough to seize on a risk marker: His new career would involve a great deal more variation and uncertainty in earnings.
Robotic Process Automation is the technology that allows anyone today to configure computer software, or a “robot” to emulate and integrate the actions of a human interacting within digital systems to execute a business process. RPA robots utilize the user interface to capture data and manipulate applications just like humans do. They interpret, trigger responses and communicate with other systems in order to perform on a vast variety of repetitive tasks. Only substantially better: an RPA software robot never sleeps, makes zero mistakes and costs a lot less than an employee.
A second common type of test data is the export-to-zip/import-from-zip combination. Teams that do this create a common sample test data set, with known expected results to search, and known users. The deploy pipeline creates a sample environment with a clean database, then imports the zip file. Some of my customers who have a multitenant system, where many users share the same database, think this option isn't a realistic simulation. In that case I suggest finding a way to export, delete, and re-import by account.
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.
If you prefer a DIY approach to smartening up your home security, check out the SimpliSafe Home Security System. SimpliSafe finds the sweet spot between a basic self-monitored DIY security system and a professionally installed and monitored solution. The system is easy to set up and use, and keeps your home safe from intruders and environmental threats like fires and floods. It's a seamless solution that succeeds quite well at what it sets out to do—secure your home simply and flexibly, letting you monitor everything remotely with (or without) an affordable monthly plan.
Developers have used a programming language to develop every business process automation tool. However, they often develop unique, customized automation tools based on an organization’s needs. It is critical to have someone with knowledge of the language specific to an organization’s BPA tool, especially for large organizations. To determine which language is the best to learn, experts recommend looking at the programs already in use at your company, the current team’s knowledge, the framework of the project with respect to what has already been developed, and what kind of support is available in that language. Common automation languages include Java (Java SE, Java EE, Java ME, and Java FX platforms), C# (.Net platform), PHP, Ruby,  JavaScript, BPM, and ESB (IBM BPM, Pega PRPC, and Pega Mobile).
“Users of Enterprise RPA consider ease of software and robot maintenance, security and scalability to be its most important features. Integrated cognitive and machine learning for processing unstructured data is also important, as is the availability of robot operational analytics. RPA is a journey and the richness of the software speeds up that journey.”
The most well-known kind of software application testing tool is automation, which attempts to replace human activities -- clicking and checking -- with a computer. The most common kind of test automation is driving the user interface, where a human records a series of actions and expected results. Two common kinds of user-interface automation are record/playback -- where an automated software testing tool records the interactions and then automates them, expecting the same results -- and keyword-driven -- where the user interface elements, such as text boxes and submit buttons, are referred to by name. Keyword-driven tests are often created in a programming language, but they do not have to be; they can resemble a spreadsheet with element identifiers, commands, inputs and expected results.

"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."

Artificial Intelligence (AI) Automation: Adding AI to integration software enables decision-making where your technological support is humanlike. The system would make decisions on what to do with the data, based on what it has learned and constantly analyzed. For example, in manufacturing, AI automation can significantly reduce supply chain forecasting errors.