The total number of relays, cam timers and drum sequencers can number into the hundreds or even thousands in some factories. Early programming techniques and languages were needed to make such systems manageable, one of the first being ladder logic, where diagrams of the interconnected relays resembled the rungs of a ladder. Special computers called programmable logic controllers were later designed to replace these collections of hardware with a single, more easily re-programmed unit.
Take the realm of elder care, in which robotics manufacturers see great potential for automation. This isn’t often treated as a nuanced or a particularly intellectual line of human work. We were struck, therefore, by a recent essay by the teacher, coach, and blogger Heather Plett. She wrote of her mother’s palliative care provider, “She was holding space for us,” and explained: “What does it mean to hold space for someone else? It means that we are willing to walk alongside another person in whatever journey they’re on without judging them, making them feel inadequate, trying to fix them, or trying to impact the outcome. When we hold space for other people, we open our hearts, offer unconditional support, and let go of judgement and control.”

A growing trend in software development is the use of unit testing frameworks such as the xUnit frameworks (for example, JUnit and NUnit) that allow the execution of unit tests to determine whether various sections of the code are acting as expected under various circumstances. Test cases describe tests that need to be run on the program to verify that the program runs as expected.
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.
Using the Insteon Home Automation App requires the Insteon Hub. However, the app makes adding customizable control to your lighting appliances throughout your home. On the app you can remotely control your entire Insteon network, receive cloud-based emails and text alerts, run timers, set scenes, and do this all from your mobile device or apple watch. Insteon also integrates with Alexa, Google Assistant and Cortana.
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.
Forrester (one of the world’s most influential research and advisory firms) selected the top 11 tools that provide cross-browser testing, mobile testing, UI testing, and API testing capabilities. After evaluating these software testing tools based on vendor interviews, product evaluations, and customer interviews, they scored the tools on 33 criteria and ranked them against one another. Tools covered include IBM, Tricentis, Parasoft, HPE, SmartBear, TestPlant, Micro Focus, Microsoft, LogiGear, Original Software Conformiq. [Read this software testing tools list]
Of all the food trackers I tested, MFP has hands-down the largest database of foods it will automatically fill in nutrition information for you — to the tune of 5 million foods, according to the MFP web site. Every food and ingredient you can think of is pre-loaded, so you’ll be doing minimal manual data entry, if any at all. I’m sure there’s something out there that MFP doesn’t have stats on, but so far, everything I’ve searched for is in there and populates with one click. My Lemon Cookie Collagen Protein Bar was in there, but not the other apps I tested.

The term automation was coined in the automobile industry about 1946 to describe the increased use of automatic devices and controls in mechanized production lines. The origin of the word is attributed to D.S. Harder, an engineering manager at the Ford Motor Company at the time. The term is used widely in a manufacturing context, but it is also applied outside manufacturing in connection with a variety of systems in which there is a significant substitution of mechanical, electrical, or computerized action for human effort and intelligence.
Every software project takes time before its requirements and design stabilize. A classic comparison is between the UI that can change at any time in an application's lifecycle and back-end services that may live untouched for generations. Agile projects behave differently from waterfall in this respect. If you're developing a SaaS product, you must use automation to support frequent deliveries, but you'll have to carefully consider the effort you invest in developing tests because your requirements may also change frequently. This a fine balance you'll have to learn to work with. For an on-premise solution, it may be easier to identify the stage in which automation tests can be safely developed and maintained. For all these cases, you have to carefully consider when it's cost-effective to develop automated tests. If you start from day one, you'll expend a lot of resources shooting at a moving target.
Others have had similar journies to the one above, such as Mark Winteringham. A person who I’ve personally known for a while, and whose work on API/Web Services I’ve followed and shared for a number of years. Mark and I have also taught a class together over recent years called ‘Automated Checking Beyond WebDriver’. Throughout those years we started working a lot closer with regard to our efforts on automation, striking up a great partnership. It’s that partnership that has led to this, Automation in Testing.
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.
At present things may look simple and clean as both side setups are being done and all is fine. We have seen on numerous occasions that when a project enters the maintenance phase the project is moved to another team, and they end up debugging such scripts where the actual test is very simple but the script fails due to a 3rd party software problem.

A bank deploying thousands of bots to automate manual data entry or to monitor software operations generates a ton of data. This can lure CIOs and their business peers into an unfortunate scenario where they are looking to leverage the data. Srivastava says it's not uncommon for companies to run ML on the data their bots generate, then throw a chatbot on the front to enable users to more easily query the data. Suddenly, the RPA project has become an ML project that hasn't been properly scoped as an ML project. "The puck keeps moving," and CIOs struggle to catch up to it, Srivastava says. He recommends CIOs consider RPA as a long-term arc, rather than as piecemeal projects that evolve into something unwieldy.
It is uncertain how long it will take for driverless trucks and cars to take over the roads. For now, any so-called autonomous vehicle will require a driver, albeit one who is often passive. But the potential loss of millions of jobs is Exhibit A in a report issued by the outgoing U.S. administration in late December. Written by President Obama’s top economic and science advisors, “Artificial Intelligence, Automation, and the Economy” is a clear-eyed look at how fast-developing AI and automation technologies are affecting jobs, and it offers a litany of suggestions for how to deal with the upheaval.
The automation of vehicles could prove to have a substantial impact on the environment, although the nature of this impact could be beneficial or harmful depending on several factors. Because automated vehicles are much less likely to get into accidents compared to human-driven vehicles, some precautions built into current models (such as anti-lock brakes or laminated glass) would not be required for self-driving versions. Removing these safety features would also significantly reduce the weight of the vehicle, thus increasing fuel economy and reducing emissions per mile. Self-driving vehicles are also more precise with regard to acceleration and breaking, and this could contribute to reduced emissions. Self-driving cars could also potentially utilize fuel-efficient features such as route mapping that is able to calculate and take the most efficient routes. Despite this potential to reduce emissions, some researchers theorize that an increase of production of self-driving cars could lead to a boom of vehicle ownership and use. This boom could potentially negate any environmental benefits of self-driving cars if a large enough number of people begin driving personal vehicles more frequently.[53]

Approval Management – Let’s say you’re working in procurement & are ordering the new machinery. For the order to be completed, it has to go through the approval of 5 different general managers. Without automation, you’d have to hunt down each management member & ask for signatures. With approval management software, all you have to do is click “start the approval process.”
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A growing trend in software development is the use of unit testing frameworks such as the xUnit frameworks (for example, JUnit and NUnit) that allow the execution of unit tests to determine whether various sections of the code are acting as expected under various circumstances. Test cases describe tests that need to be run on the program to verify that the program runs as expected.
When decisions are high-level, total automation may not be suitable. When environmental cues are needed to make the decisions — such as on automatic vehicles — accidents can happen. Some companies that have brought to market voice and visual-based automation have discovered that the physical world may be too difficult yet for the response needed. This could be a matter of time and constant testing, but humans may still need to make these types of environmental-response decisions.

Testing at this level gives your testers the option to set up data and go through a series of tests with the inputs and expected outputs you've defined in separate spreadsheets or files. This lets your team create automated tests against boundary conditions, edge cases, or error conditions, without involving the UI. These tests are slower and more complicated than unit tests because they may need to access a database or other components. You should absolutely use them, however, as they're still much faster and more reliable than UI tests.
The objective of automated testing is to simplify as much of the testing effort as possible with a minimum set of scripts. If unit testing consumes a large percentage of a quality assurance (QA) team's resources, for example, then this process might be a good candidate for automation. Automated testing tools are capable of executing tests, reporting outcomes and comparing results with earlier test runs. Tests carried out with these tools can be run repeatedly, at any time of day.
COOs initially bought RPA and hit a wall during implementation, prompting them to ask IT’s help (and forgiveness), Viadro says. Now "citizen developers" without technical expertise are using cloud software to implement RPA right in their business units, Kuder says. Often, the CIO tends to step in and block them. Kuder and Viadro say that business heads must involve IT from the outset to ensure they get the resources they require.
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]
Summary: Provides test automation for end-to-end scenarios across multiple endpoints with support for REST, web services and over 120 protocols/message types. Parasoft SOAtest creates extensible and reusable tests. In addition to API testing, it also offers SOA testing, web and performance testing, web UI testing, runtime error testing, API security testing, service virtualization, and development testing.
What kinds of things can be part of a home automation system? Ideally, anything that can be connected to a network can be automated and controlled remotely. In the real world (outside of research labs and the homes of the rich and famous), home automation most commonly connects simple binary devices. This includes “on and off” devices such as lights, power outlets and electronic locks, but also devices such as security sensors which have only two states, open and closed.
Want complete wireless supremacy over the lights in your home? The Philips Hue line delivers with bulbs that let you control not only the intensity of the light, but also the color. It can get pricey, to be sure, but the Hue ecosystem has been around long enough that it works with just about every other system out there, from Alexa, to IFTTT, to Siri (using the Philips Hue Bridge 2.0). Not interested in colorful lights but still want that incredible granular control over an all-white bulb? Philips has the Hue White coming in at an almost bargain price, at least for smart bulbs.
Narain stepped up by seeing an opportunity to develop drugs in a new way. That takes lots of experience, insight, and the ability to understand quickly how the world is changing. Likewise, one interpretation of the success of today’s ultrarich Wall Street investment bankers and hedge fund titans is that they have stepped up above automated trading and portfolio management systems.

You can’t talk about the future of home automation without mentioning the Internet of Things (IoT). That’s the catch-all phrase for the trend toward embedding sensors and microchips in everyday objects in a way that allows them to be connected to a network—like, say, the Internet. With the Internet of Things, your washing machine, for example, can send an alert to your phone when it’s time to move your clothes over to the dryer.
With tools like TestComplete, the evolution from manual to automated testing does not have to be difficult. By allowing you to see every action you make, either while generating test code or in administering tests, manual testers can see exactly where to make adjustments while they’re learning. After using automated testing tools and techniques, manual testing has proven to be an effective way of double-checking the software to make sure there is no stone left unturned. In that sense, manual and automated testing go hand-in-hand and, when used properly, can ensure that the final product is as good as it can be.

You need collaboration and extensive automation to achieve Continuous Delivery. According to Fowler, the rewards of doing so successfully include reduced risk, believable progress, and user feedback. Continuous Delivery is an important method in Agile development. It helps remove obstacles that prevent the frequent deployment of features. Automation testing is a fundamental part of the continuous development practice associated with Agile.  
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.
“I don't think that using the 'test automation' label in itself is wrong though, as long as people are aware of what is being automated (checks) and what is not (tests). This difference between testing and checking also provides an argument as to why manual testing as an activity will not cease to exist, at least not for the foreseeable future: testing activities cannot be automated!”
The food retail industry has started to apply automation to the ordering process; McDonald's has introduced touch screen ordering and payment systems in many of its restaurants, reducing the need for as many cashier employees.[64] The University of Texas at Austin has introduced fully automated cafe retail locations.[65] Some Cafes and restaurants have utilized mobile and tablet "apps" to make the ordering process more efficient by customers ordering and paying on their device.[66] Some restaurants have automated food delivery to customers tables using a Conveyor belt system. The use of robots is sometimes employed to replace waiting staff.[67]
To make your home smart, all you need to do is combine smart components like doorbell cameras, security cameras, smart thermostats, door & window sensors, smoke detectors, and other home control devices into a unified network with a central control dashboard and an artificial intelligence algorithm. When you install a smart home platform like Vivint Smart Home Cloud, for example, managing your home gets significantly more convenient. With Vivint Smart Home Cloud, you’ll no longer need to switch between different home control apps or walk through the house flipping switches by hand. To learn more about home to make your home smart, click here.
TestLeft is a powerful yet lean functional testing tool for dev-testers working in Agile teams. It fully embeds into standard development IDEs enabling developers to easily and quickly create robust functional automated tests without leaving their favorite IDEs such as Visual Studio. It also works well with other tools in dev eco-systems such as source control or continuous integration systems. With TestLeft, developers can:

During a recent consulting assignment, a tester told me he spent 90 percent of his time setting up test conditions. The application allowed colleges and other large organizations to configure their workflow for payment processing. One school might set up self-service kiosks, while another might have a cash window where the teller could only authorize up to a certain dollar amount. Still others might require a manager to cancel or approve a transaction over a certain dollar amount. Some schools took certain credit cards, while others accepted cash only. To reproduce any of these conditions, the tester had to log in, create a workflow manually, and establish a set of users with the right permissions before finally doing the testing. When we talked about automation approaches, our initial conversation was about tools to drive the user interface. For example, a batch script like this:

“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.”


Programmers, of course, have been writing code that automates their work for decades. Programming generally involves utilizing tools that add automation at different levels, from code formatting to merging to different code bases—most just don’t take it to the extreme of fully or nearly fully automating their job. I chatted, via direct message on Reddit and email, with about a dozen programmers who said they had. These self-automators had tackled inventory management, report writing, graphics rendering, database administration, and data entry of every kind. One automated his wife’s entire workload, too. Most asked to remain anonymous, to protect their job and reputation.

Carla O’Dell is the chairman of APQC, a non-profit business research institute focused on benchmarking, best practices, process improvement and knowledge management for a global corporations and consulting firms.  She has authored three books, one on competitiveness and two on knowledge management.  She writes and speaks frequently on the impact of AI and cognitive technologies on how we share knowledge and writes an APQC blog and interviews series called  Big Thinkers, Big Ideas.
Here’s the real news of the 2018 midterm elections. One week out, Democrats appear poised to win big on two of the three big playing fields. They were never going to retake the Senate, if only because of the mix of seats up for election this year—10 of those held by Democrats are in states Donald Trump carried in 2016. But in the House of Representatives and in state houses around the country, Democrats are on the verge of scoring huge victories. Given the underlying economic reality, that’s entirely unexpected.
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.

One Premium feature that I appreciated is the ability to change your goals on exercise days. That goes well with the Bulletproof lifestyle because it’s a cyclical ketogenic diet, where I’ll increase carbs when I do my intense HIIT or hard lifting days. Personally, I don’t want to have to look past angry red numbers on those days. I like to know that I’m succeeding at my goals on those days, too, and you can set it up this way with My Fitness Pal Premium.
Yuh-Mei Hutt told us that in her small business (Golden Lighting, a manufacturer of residential fixtures), automation has made operations much more efficient. But that means profitability depends now more than ever on the creativity of her people. Her designers need to know about trends in the interior design world and in lighting technology and must find fresh ways to pull them together. Her salespeople rely on CRM software, but their edge comes from how well they connect in person with retail buyers.
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.
When we reviewed the original Wyze Cam, its performance, features, and very affordable price earned it our Editors' Choice award. With its latest iteration, the Wyze Cam V2, the folks at Wyze Labs made some improvements, including motion tracking, enhanced audio capabilities, and a more powerful CMOS sensor. It's still the smallest home security camera we've tested and an incredible bargain at $19.99.

Take the test automation pyramid diagram and put it on your wall. It should serve as a reminder that the majority of automation tests should be at the unit test level, followed by those that can be executed at the API or service level. Finally, with strong test design, you can write a minimum set of automated UI tests to complete your automation test suite. Once you have this solid set of automation tests at your disposal, regression testing will be a breeze.
Another programmer went to great lengths to conceal the contours of his fully automated $50,000 per year job from his boss. Management could check in on his computer screen via the network, so he ran a loop of prerecorded video to hide the fact that he wasn’t actually working. In his advice-seeking post, Etherable wrote, “It doesn’t feel like I’m doing the right thing.”

Summary: Embraces the shift left for mobile testing by providing a management hub designed for continuous delivery workflows. Silk Mobile Testing also supports cross-platform automation tests, supports manual or exploratory testing and provides screenshots, videos and status reports from tests. It also integrates with Borland’s Silk Performer and Silk Central solutions.


An early development of sequential control was relay logic, by which electrical relays engage electrical contacts which either start or interrupt power to a device. Relays were first used in telegraph networks before being developed for controlling other devices, such as when starting and stopping industrial-sized electric motors or opening and closing solenoid valves. Using relays for control purposes allowed event-driven control, where actions could be triggered out of sequence, in response to external events. These were more flexible in their response than the rigid single-sequence cam timers. More complicated examples involved maintaining safe sequences for devices such as swing bridge controls, where a lock bolt needed to be disengaged before the bridge could be moved, and the lock bolt could not be released until the safety gates had already been closed.
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Trump thinks about citizenship—and about taking it away—a lot. His entry into Republican politics was an attack on President Barack Obama’s status as a “natural-born citizen.” He is also no fan of the citizenship clause of the Fourteenth Amendment: “All persons born or naturalized in the United States, and subject to the jurisdiction thereof, are citizens of the United States and of the state wherein they reside.”
In fact, counting macros (or macronutrients) offers several nutritional benefits. For the dieting newbie, meal planning by counting macros is a good way to get a handle on portion control, says Ariane Hundt, a clinical nutrition coach in New York City. “It helps people understand where their calories come from and what impact they have on the body,” she adds. And it also helps you make good, informed choices, such as whole food over processed food.
In closed loop control, the control action from the controller is dependent on the process output. In the case of the boiler analogy this would include a thermostat to monitor the building temperature, and thereby feed back a signal to ensure the controller maintains the building at the temperature set on the thermostat. A closed loop controller therefore has a feedback loop which ensures the controller exerts a control action to give a process output the same as the "Reference input" or "set point". For this reason, closed loop controllers are also called feedback controllers.[5]

It is often argued that technological progress always leads to massive shifts in employment but that at the end of the day the economy grows as new jobs are created. However, that’s a far too facile way of looking at the impact of AI and automation on jobs today. Joel Mokyr, a leading economic historian at Northwestern University, has spent his career studying how people and societies have experienced the radical transitions spurred by advances in technology, such as the Industrial Revolution that began in the late 18th century. The current disruptions are faster and “more intensive,” Mokyr says. “It is nothing like what we have seen in the past, and the issue is whether the system can adapt as it did in the past.”
Normally, customers reach out to your company with an issue. They must explain the issue to every person they encounter, and the response time can vary widely. It is difficult to track where the problems initiate and whether the patterns could be systemic. Your customers’ ability to find a solutions usually depends on the knowledge of the team member they reach.
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