“
If it hurts, do it more frequently, and bring the pain forward.
”
”
Jez Humble (Continuous Delivery: Reliable Software Releases Through Build, Test, and Deployment Automation)
“
The earlier you catch defects, the cheaper they are to fix.
”
”
David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
“
Developers should be able to run all automated tests on their workstations in order to triage and fix defects.
”
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Nicole Forsgren (Accelerate: The Science of Lean Software and DevOps: Building and Scaling High Performing Technology Organizations)
“
Indeed, there is a school of thought that any work on a branch is, in the lean sense, waste—inventory that is not being pulled into the finished product.
”
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David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
“
In software, when something is painful, the way to reduce the pain is to do it more frequently, not less.
”
”
David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
“
Captcha (for Completely Automated Public Turing Test to Tell Computers and Humans Apart). Five
”
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Viktor Mayer-Schönberger (Big Data: A Revolution That Will Transform How We Live, Work and Think)
“
Automated testing is a safety net that protects the program from its programmers
”
”
Yegor Bugayenko (Code Ahead)
“
Asking experts to do boring and repetitive, and yet technically demanding tasks is the most certain way of ensuring human error that we can think of, short of sleep deprivation, or inebriation.
”
”
David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
“
There should be two tasks for a human being to perform to deploy software into a development, test, or production environment: to pick the version and environment and to press the “deploy” button.
”
”
David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
“
These pillars are: Attention, which amplifies the information we focus on. Active engagement, an algorithm also called “curiosity,” which encourages our brain to ceaselessly test new hypotheses. Error feedback, which compares our predictions with reality and corrects our models of the world. Consolidation, which renders what we have learned fully automated and involves sleep as a key component
”
”
Stanislas Dehaene (How We Learn: Why Brains Learn Better Than Any Machine . . . for Now)
“
automated voices and the bells from the row of testing machines in the back. The walls were white cinder block, the floors speckled linoleum. At the front desk were four large black ladies. Leigh Anne handed all the documents over to one of them, who took one look at them and said in a slow drawl, “Uh-uh. This school
”
”
Michael Lewis (The Blind Side)
“
No bug is considered properly fixed without an automated regression test.
”
”
Anonymous
“
Releasing software is too often an art; it should be an engineering discipline.
”
”
David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
“
If you have bad tests, automation can help you do bad testing faster.
”
”
James Marcus Bach (Lessons Learned in Software Testing: A Context-Driven Approach)
“
The cost of automating acceptance tests is so small in comparison to the cost of executing manual test plans that it makes no economic sense to write scripts for humans to execute.
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Robert C. Martin (Clean Coder, The: A Code of Conduct for Professional Programmers (Robert C. Martin Series))
“
Japanese workers have been subjected to a “smile scanner” that gauges how well they project happiness on the job—an automated test of emotional labor.
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”
Sarah Jaffe (Work Won't Love You Back: How Devotion to Our Jobs Keeps Us Exploited, Exhausted, and Alone)
“
He was doing well too: junior quality control at Dimple Robotics, testing the Empathy Module in the automated Customer Fulfillment models. People didn’t just want their groceries bagged, he used to explain to Charmaine: they wanted a total shopping experience, and that included a smile. Smiles were hard; they could turn into grimaces or leers, but if you got a smile right, they’d spend extra for it. Amazing to remember, now, what people would once spend extra for.
”
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Margaret Atwood (The Heart Goes Last)
“
Robotics, however, is much more difficult. It requires a delicate interplay of mechanical engineering, perception AI, and fine-motor manipulation. These are all solvable problems, but not at nearly the speed at which pure software is being built to handle white-collar cognitive tasks. Once that robot is built, it must also be tested, sold, shipped, installed, and maintained on-site. Adjustments to the robot’s underlying algorithms can sometimes be made remotely, but any mechanical hiccups require hands-on work with the machine. All these frictions will slow down the pace of robotic automation.
”
”
Kai-Fu Lee (AI Superpowers: China, Silicon Valley, and the New World Order)
“
Automated testing is the process of writing a program that tests another program. Writing tests is a bit more work than testing manually, but once you’ve done it, you gain a kind of superpower: it takes you only a few seconds to verify that your program still behaves properly in all the situations you wrote tests for.
”
”
Marijn Haverbeke (Eloquent JavaScript: A Modern Introduction to Programming)
“
So, when should you think about automating a process? The simplest answer is, “When you have to do it a second time.” The third time you do something, it should be done using an automated process. This fine-grained incremental approach rapidly creates a system for automating the repeated parts of your development, build, test, and deployment process.
”
”
Jez Humble (Continuous delivery)
“
Attention, which amplifies the information we focus on. Active engagement, an algorithm also called “curiosity,” which encourages our brain to ceaselessly test new hypotheses. Error feedback, which compares our predictions with reality and corrects our models of the world. Consolidation, which renders what we have learned fully automated and involves sleep as a key component
”
”
Stanislas Dehaene (How We Learn: Why Brains Learn Better Than Any Machine . . . for Now)
“
Why does Joe Normie think it’s a litmus test for morality if one returns one’s shopping cart? Big-box stores put out of business local retailers, they automated their systems to reduce employees, and they got customers to be their own cashiers without getting paid for their labor, and yet to prove I’m a good person, I’m supposed to do more unpaid work for them to streamline their operation?
”
”
Jarod Kintz (Eggs, they’re not just for breakfast)
“
Every change that is made to an application’s configuration, source code, environment, or data, triggers the creation of a new instance of the pipeline. One of the first steps in the pipeline is to create binaries and installers. The rest of the pipeline runs a series of tests on the binaries to prove that they can be released. Each test that the release candidate passes gives us more confidence that this particular combination of binary code, configuration information, environment, and data will work. If the release candidate passes all the tests, it can be released. The deployment pipeline has its foundations in the process of continuous integration and is in essence the principle of continuous integration taken to its logical conclusion. The aim of the deployment pipeline is threefold. First, it makes every part of the process of building, deploying, testing, and releasing software visible to everybody involved, aiding collaboration. Second, it improves feedback so that problems are identified, and so resolved, as early in the process as possible. Finally, it enables teams to deploy and release any version of their software to any environment at will through a fully automated process.
”
”
David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
“
We should reinforce modern machining facilities with high performance in line with the global trend of machine industry development, press the production of products, high-speed drawings, and unmanned automation," he said. "We should set up test sites for comprehensive measurement in the factory and allow various load, interlock tests and impact tests depending on the characteristics of the products."
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On the first day, Kim conducted field guidance on plants in Jagang Province, including the Kanggye Tracker General Factory, the Kanggye Precision Machinery General Factory, the Jangja Steel Manufacturing Machinery Plant and the February 8 Machine Complex. All of these factories are North Korea's leading munitions factories with decades of history.
Defense ministers of South Korea, the U.S. and Japan gathered together to discuss ways to cooperate on the denuclearization of the Korean Peninsula and strengthen defense cooperation among the three countries.
South Korean Defense Minister Chung Kyung-doo was acting U.S. Defense Secretary Patrick Shannahan and Japanese Defense Minister Takeshi Iwaya at the Shangri-La Hotel in Singapore, where the 18th Asia Security Conference was held from 9 a.m. on Sunday.
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Automated decision-making shatters the social safety net, criminalizes the poor, intensifies discrimination, and compromises our deepest national values. It reframes shared social decisions about who we are and who we want to be as systems engineering problems. And while the most sweeping digital decision-making tools are tested in what could be called “low rights environments” where there are few expectations of political accountability and transparency, systems first designed for the poor will eventually be used on everyone.
”
”
Virginia Eubanks (Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor)
“
His early research wasn’t especially original. Ax identified slight upward trends in a number of investments and tested if their average price over the previous ten, fifteen, twenty, or fifty days was predictive of future moves. It was similar to the work of other traders, often called trenders, who examine moving averages and jump on market trends, riding them until they peter out. Ax’s predictive models had potential, but they were quite crude. The trove of data Simons and others had collected proved of little use, mostly because it was riddled with errors and faulty prices. Also, Ax’s trading system wasn’t in any way automated—his trades were made by phone, twice a day, in the morning and at the end of the trading day.
”
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Gregory Zuckerman (The Man Who Solved the Market: How Jim Simons Launched the Quant Revolution)
“
Change always starts at home. The only person you can actually change is yourself. No matter how functional or dysfunctional your organization, you can begin applying XP for yourself. Anyone on the team can begin changing his own behavior. Programmers can start writing tests first. Testers can automate their tests. Customers can write stories and set clear priorities. Executives can expect transparency. Dictating practices to a team destroys trust and creates resentment. Executives can encourage team responsibility and accountability. Whether the team produces these with XP, a better waterfall, or utter chaos is up to them. Using XP, teams can produce dramatic improvements in the areas of defects, estimation, and productivity.
”
”
Kent Beck (Extreme Programming Explained: Embrace Change (The XP Series))
“
Common Use Cases for Buy Old Gmail Accounts in 2025
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In 2025, the demand to buy old Gmail accounts continues to grow across various industries. These accounts offer more stability, higher trust scores in Google’s ecosystem, and greater flexibility for digital operations. Users from different sectors prefer older accounts because they help reduce the chances of verification issues, flagging, or account bans — especially in a time when Google’s security protocols have become more advanced.
One of the most common use cases is in email marketing. Aged Gmail accounts have better inbox placement rates, making them ideal for cold outreach, newsletter distribution, and automation campaigns. New Gmail accounts often face strict sending limits and spam filters, while older ones tend to bypass these restrictions with ease.
Another major application is in YouTube channel creation and monetization. Users creating multiple YouTube channels, especially for affiliate marketing or niche content creation, rely on old Gmail accounts to speed up the process. These accounts are less likely to be flagged when uploading content, commenting, or connecting to monetization tools like AdSense.
In the SEO industry, old Gmail accounts are frequently used to register and verify accounts on web 2.0 sites, forums, directories, and backlink platforms. Because these platforms often require email confirmation, using a trusted aged Gmail account ensures better indexing and a reduced risk of bans or deletions.
Social media automation is another growing use case. Users who manage multiple profiles on platforms like Instagram, Facebook, Twitter, and LinkedIn often use old Gmail accounts to create and maintain these identities. This is especially useful for digital agencies or marketers running campaigns at scale.
Lastly, app developers and testers often use aged Gmail accounts to test user flows, submit reviews, or sign up for Google Play services. These accounts help simulate real-world activity without risking their main accounts being flagged or limited.
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Common Use Cases for Buy Old Gmail Accounts in 2025
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The cheerleaders of the new data regime rarely acknowledge the impacts of digital decision-making on poor and working-class people. This myopia is not shared by those lower on the economic hierarchy, who often see themselves as targets rather than beneficiaries of these systems. For example, one day in early 2000, I sat talking to a young mother on welfare about her experiences with technology. When our conversation turned to EBT cards, Dorothy Allen said, “They’re great. Except [Social Services] uses them as a tracking device.” I must have looked shocked, because she explained that her caseworker routinely looked at her purchase records. Poor women are the test subjects for surveillance technology, Dorothy told me. Then she added, “You should pay attention to what happens to us. You’re next.” Dorothy’s insight was prescient. The kind of invasive electronic scrutiny she described has become commonplace across the class spectrum today. Digital tracking and decision-making systems have become routine in policing, political forecasting, marketing, credit reporting, criminal sentencing, business management, finance, and the administration of public programs. As these systems developed in sophistication and reach, I started to hear them described as forces for control, manipulation, and punishment
”
”
Virginia Eubanks (Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor)
“
In typical DevOps transformations, as we progress from deployment lead times measured in months or quarters to lead times measured in minutes, the constraint usually follows this progression: Environment creation: We cannot achieve deployments on-demand if we always have to wait weeks or months for production or test environments. The countermeasure is to create environments that are on demand and completely self-serviced, so that they are always available when we need them. Code deployment: We cannot achieve deployments on demand if each of our production code deployments take weeks or months to perform (i.e., each deployment requires 1,300 manual, error-prone steps, involving up to three hundred engineers). The countermeasure is to automate our deployments as much as possible, with the goal of being completely automated so they can be done self-service by any developer. Test setup and run: We cannot achieve deployments on demand if every code deployment requires two weeks to set up our test environments and data sets, and another four weeks to manually execute all our regression tests. The countermeasure is to automate our tests so we can execute deployments safely and to parallelize them so the test rate can keep up with our code development rate. Overly tight architecture: We cannot achieve deployments on demand if overly tight architecture means that every time we want to make a code change we have to send our engineers to scores of committee meetings in order to get permission to make our changes. Our countermeasure is to create more loosely-coupled architecture so that changes can be made safely and with more autonomy, increasing developer productivity.
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Gene Kim (The DevOps Handbook: How to Create World-Class Agility, Reliability, and Security in Technology Organizations)
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Buy old Gmail accounts (PVA & bulk) from the top tested website! Unlock new opportunities today with our trusted, high-quality accounts.
✅Reliable email accounts are some of the strongest assets that any business in the digital market place can have. Google email (Gmail) is a highly reliable email service, used worldwide to communicate, safeguard, and connect with millions of tools. However, with the increase in competition, there are numerous businesspersons and marketers seeking to speed up the growth. And this is where the purchase of old Gmail PVA accounts or aged Gmail accounts or verified Gmail accounts comes in.
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It is best to understand what is meant by these terms before going into the reason why much of the business world is going out there to find terms such as buy Gmail accounts, buy old Gmail PVA accounts or buy verified Gmail accounts.
A Phone Verified Account is called a PVA Gmail account. This implies that the Gmail account is established and confirmed with a legitimate telephone number. PVAs are more likely to be regarded as more legitimate than regular Gmail accounts since they underwent an extra verification step by Google.
✅The major features of Gmail PVA Accounts include:
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Increase in Credibility: Aged Gmail accounts that are between months or years old are better accepted by businesses as they sound more natural.
✅Multiple Applications: Ranging between conducting an advertising campaign to mass
communication, various users seek to purchase Gmail accounts in large bulk with the aim of marketing and communication activities.
✅The reason why businesses seek out aged or old Gmail accounts is this: They want accounts with high engagement per user, where people do more than just check their mail inbox regularly.
When individuals are searching for buy old Gmail accounts, buy aged Gmail PVA accounts, or buy verified old Gmail accounts, they are usually seeking accounts with history. Older accounts are taken into consideration:
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Some of these bots are already arriving in 2021 in more primitive forms. Recently, when I was in quarantine at home in Beijing, all of my e-commerce packages and food were delivered by a robot in my apartment complex. The package would be placed on a sturdy, wheeled creature resembling R2-D2. It could wirelessly summon the elevator, navigate autonomously to my door, and then call my phone to announce its arrival, so I could take the package, after which it would return to reception. Fully autonomous door-to-door delivery vans are also being tested in Silicon Valley. By 2041, end-to-end delivery should be pervasive, with autonomous forklifts moving items in the warehouse, drones and autonomous vehicles delivering the boxes to the apartment complex, and the R2-D2 bot delivering the package to each home. Similarly, some restaurants now use robotic waiters to reduce human contact. These are not humanoid robots, but autonomous trays-on-wheels that deliver your order to your table. Robot servers today are both gimmicks and safety measures, but tomorrow they may be a normal part of table service for many restaurants, apart from the highest-end establishments or places that cater to tourists, where the human service is integral to the restaurant’s charm. Robots can be used in hotels (to clean and to deliver laundry, suitcases, and room service), offices (as receptionists, guards, and cleaning staff), stores (to clean floors and organize shelves), and information outlets (to answer questions and give directions at airports, hotels, and offices). In-home robots will go beyond the Roomba. Robots can wash dishes (not like a dishwasher, but as an autonomous machine in which you can pile all the greasy pots, utensils, and plates without removing leftover food, with all of them emerging cleaned, disinfected, dried, and organized). Robots can cook—not like a humanoid chef, but like an automated food processor connected to a self-cooking pot. Ingredients go in and the cooked dish comes out. All of these technology components exist now—and will be fine-tuned and integrated in the decade to come. So be patient. Wait for robotics to be perfected and for costs to go down. The commercial and subsequently personal applications will follow. By 2041, it’s not far-fetched to say that you may be living a lot more like the Jetsons!
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Kai-Fu Lee (AI 2041: Ten Visions for Our Future)
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How Do I Quickly Buy Tinder Accounts? A Complete Guide (2025)
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Whether you're into dating, social media growth, or running multiple profiles for marketing or bots, the demand for Tinder accounts has been growing — especially in 2025. Some people want to skip the phone verification process, avoid bans, or manage multiple accounts with ease.
This complete guide will walk you through how people buy Tinder accounts, what types exist, the risks involved, and safer alternatives — so you can make an informed choice.
✅What Is a Tinder Account (and Why Buy One?)
A Tinder account is a user profile on one of the world’s biggest dating platforms. Normally, creating one requires:
A unique phone number
An email or Facebook/Google/Apple login
Optional photo verification
Location access
But buying an account often means skipping these steps — or gaining access to:
A pre-aged account (looks more legit)
A Tinder Gold or Platinum account
A verified or high-ranking profile
An account registered in a specific country
Is Buying Tinder Accounts Allowed?
No. Buying or selling Tinder accounts is against Tinder’s Terms of Service.
Tinder reserves the right to ban accounts for:
Sharing or selling accounts
Using automation or fake profiles
Mismatched IP/location activity
Violating age or content policies
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Why People Buy Tinder Accounts
✅ 1. Skip Phone Verification
Getting a unique phone number for every account can be slow or costly — especially if you need many.
✅ 2. Bypass Shadowbans
Some users are banned or “shadowbanned” (shown less), and buying a fresh or aged account offers a reset.
✅ 3. Run Multiple Accounts
Used for testing, automation (bots), or international swipe campaigns — often for marketing or lead generation.
✅ 4. Access Premium Features
Some sellers offer Tinder Gold/Plus/Platinum accounts at a discount.
✅How to Buy Tinder Accounts (2025)
Here’s how the process typically works:
Step 1: Find a Trusted Seller
Look in places like:
Telegram & Discord reseller groups
Reddit (e.g., r/AccountSelling, r/OnlyFansAdvice)
Digital marketplaces like PlayerUp, AccsMarket, FameSwap
Freelance platforms (some offer aged or phone-verified accounts)
Look for:
Reputation or reviews
Escrow/payment protection
Fast delivery and replacement policy
Step 2: Choose the Type of Account
Common options include:
Phone-verified only
Aged accounts (3+ months old)
Tinder Plus/Gold/Platinum included
Location-specific accounts
With/without photos or bios
✅ Some may also include linked Google/Facebook/Apple accounts (for login access).
Step 3: Make Payment
Sellers typically accept:
Crypto (USDT, BTC)
PayPal (less common)
Escrow platforms (safest option)
✅ Tip: Avoid sending crypto directly unless the seller is verified.
Step 4: Secure the Account
Once you receive the account:
Change email and password (if possible)
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Use a matching IP/location to avoid bans
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How Do I Quickly Buy Tinder Accounts? A Complete Guide (2025)
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Can I Buying pva Old Gmail Accounts Boost Your Marketing?
People and businesses still want accounts that are “verified,” “aged,” or “phone-verified” because those characteristics often mean higher deliverability, fewer verification roadblocks, and more trust from other platforms. But the shortcuts — specifically buying PVA/aged Gmail accounts from marketplaces — have increasingly serious consequences: account seizure, legal exposure, compromised security, and ruined sender reputation.
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This guide explains how to achieve the business outcomes people chase when they look to buy PVA/old Gmail accounts — but only using compliant, safe, and pragmatic approaches. If your goal is scale, automation, or multi-regional presence, read on — there are robust legal ways to get there.
✅What People Mean by “PVA” and “Aged” Accounts
Definitions: PVA, Aged, Verified, Delegated
PVA (Phone-Verified Account): An email account that has had a phone number used as part of its verification (SMS or voice). This is simply a stronger signal of provenance.
✅Aged Account: An account created long ago and maintained over time; older accounts sometimes enjoy more trust from platforms.
✅Verified: May refer to phone verification, business verification, or MFA-enabled accounts.
✅Delegated Mailbox: An account admin can delegate email sending or access without sharing credentials (a safe enterprise pattern).
✅Why Marketers and Businesses Want Them
Common reasons are to improve deliverability for outbound email campaigns, to create test accounts for regional services, or to reduce verification friction when creating ad or content channels. But these benefits can be obtained in legitimate ways — without purchasing accounts from untrusted sources.
✅Why Buying PVA/Aged Gmail Accounts Is Risky and Often Harmful
Legal and Terms-of-Service Risks
Most major providers explicitly disallow transferring or selling personal accounts. Buying accounts can violate Google’s Terms of Service and may constitute breach of contract or even fraud if used to misrepresent identity.
✅Security and Operational Risks
Purchased accounts may be previously compromised or still linked to the original owner — which means the buyer may lose access at any time. They may contain residual data or be set up with recovery controls the buyer can’t control.
✅Reputational and Deliverability Risks
Bulk buying often results in accounts that share IPs, unusual behavior patterns, or have been flagged — damaging deliverability and brand reputation. Email providers and ad platforms monitor such signals and will penalize.
✅Ethical and Compliant Alternatives
If your end goal is legitimate growth, here are proven alternatives that keep you on the right side of rules.
✅Google Workspace (formerly G Suite) and Subdomains
Provisioning a Google Workspace (paid) account gives you full administrative control: you can create verified, phone-backed accounts for employees, contractors, and teams. Use subdomains for isolation (e.g., marketing@campaigns.example.com) and maintain centralized governance.
✅Using Aliases, Plus-Addresses, and Delegated Mailboxes
Instead of separate accounts, use aliases and plus-addressing (name+tag@gmail.com style) where supported, or delegation for shared mailboxes. These patterns satisfy many use cases without multiplying accounts.
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Can I Buying pva Old Gmail Accounts Boost Your Marketing?
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Without automated testing, the more code we write, the more money it takes for us to test.
”
”
Gene Kim (The Unicorn Project: A Novel about Developers, Digital Disruption, and Thriving in the Age of Data)
“
Software testing is not only ensuring absence of bugs but also ensuring presence of value.
”
”
Amit Kalantri
“
No one should be saying they are “done” with any work until all relevant automated tests have been written and are passing.
”
”
Nicole Forsgren (Accelerate: Building and Scaling High Performing Technology Organizations)
“
That is, no changes should be able to be made to production unless they have been committed to version control, validated by the standard build and test process, and then deployed through an automated process triggered through a deployment pipeline.
”
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Nicole Forsgren (Accelerate: Building and Scaling High Performing Technology Organizations)
“
In many organizations where automated functional testing is done at all, a common practice is to have a separate team dedicated to the production and maintenance of the test suite. As described at length in Chapter 4, “Implementing a Testing Strategy,” this is a bad idea. The most problematic outcome is that the developers don’t feel as if they own the acceptance tests. As a result, they tend not to pay attention to the failure of this stage of the deployment pipeline, which leads to it being broken for long periods of time. Acceptance tests written without developer involvement also tend to be tightly coupled to the UI and thus brittle and badly factored, because the testers don’t have any insight into the UI’s underlying design and lack the skills to create abstraction layers or run acceptance tests against a public API.
”
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Jez Humble (Continuous delivery)
“
Acceptance testing relies on the ability to execute automated tests in a productionlike environment. However, a vital property of such a test environment is that it is able to successfully support automated testing. Automated acceptance testing is not the same as user acceptance testing. One of the differences is that automated acceptance tests should not run in an environment that includes integration to all external systems. Instead, your acceptance testing should be focused on providing a controllable environment in which the system under test can be run. “Controllable” in this context means that you are able to create the correct initial state for our tests. Integrating with real external systems removes our ability to do this.
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Jez Humble (Continuous delivery)
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Testability is, in short, the expense of test.
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Alan Page (The "A" Word. Under the Covers of Test Automation)
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Spending some additional money to get high-quality products will give more profit.
But anyway, it is not true that expensive products are high-quality products. Even an inexpensive or cheap product can be high-quality if it meets the Customer’s needs/expectations.
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Rajamanickam Antonimuthu (Software Testing and QTP Automation)
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Without automated testing, continuous integration is the fastest way to get a big pile of junk that never compiles or runs correctly.
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Gene Kim (The DevOps Handbook: How to Create World-Class Agility, Reliability, and Security in Technology Organizations)
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Your answer can actually communicate to the interviewer directly that you have relevant skills or experience. For example, you could say something like this: “I’m really interested in testing tools. For my senior project in college, I built an automated way of detecting certain types of errors. I learned a ton about different types of website errors and ways to detect them. I was really intrigued by how much impact automated testing can do, if done well—but I also learned just how challenging it is to do well. I’m excited to get back into this space and leverage what I learned.
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Gayle Laakmann McDowell (Cracking the PM Interview: How to Land a Product Manager Job in Technology (Cracking the Interview & Career))
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following: Create a load function that returns hardcoded
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Daniel Irvine (Svelte with Test-Driven Development: Advance your skills and write effective automated tests with Vitest, Playwright, and Cucumber.js)
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Does It “Really” Need to Be an Email? By this point, you’ve probably figured out that I love email. Well, in spite of my love for email marketing, not every communication needs to be an email. In fact, there are times when emails really aren’t the best solution. So, if not email, what else? Other solutions include: In-App messages like popups, sidebars, site notifications, chat messages, browser or push notifications, desktop notifications, text messages, and even product tours and onboarding flows. Email is great when the user isn’t currently using your product. It’s great to drive them back in, but when they are right there using your product, you can’t expect them to be checking their emails at the same time. Before setting up a new email campaign, ask yourself if email is the best way to achieve your objective and drive the user behavior you seek. Maybe a popup or site notification would be more effective. Users can’t typically unsubscribe from popups, sidebars, site notifications, chat messages, or onboarding flows. They are usually better embedded into your app and more contextual. Because of this, they tend to reach users more directly than email can. That means that they can often be more effective to influence user behaviors. Push notifications, desktop notifications, and text messages still have some novelty to them. They can also reach users in different contexts from email. Although sometimes it’s better to use a different communication type, sometimes combining email with other options is the best way to go. For this reason, it’s important to consider the mix. For example, an email followed on-site by an In-App message, or an onboarding flow followed by an email summing up the process may be more effective than a single email. It will allow you to follow up on user actions, and make it really clear what needs to get done. By breaking down the steps one at a time, there’s more chances for users to learn. At LANDR, we often followed feature launch emails on-site with In-App messages. This helped to keep communications simple and goal-focused (one goal per message). The email was about getting people in the product, while the In-App message was about getting them to engage with the product. This approach allows you to evaluate and optimize each step of the process independently. Automation platforms like Intercom, ActiveCampaign and HubSpot generally allow you to combine messaging types. If your platform doesn’t currently have site messaging or onboarding functionalities, you may have to use multiple tools in conjunction in order to maximize results. This will make it trickier to track pacing, sequencing, and goals but it isn’t impossible. You also need to consider tracking effort when adding new communication types to your mix. As your program becomes more complex, it can be easy to lose track of the overall user experience: Are your users getting spammed? Are you creating a disjointed customer experience? Test things from your users’ perspective. Keep an eye out for social media messages and support requests as you do. In the next chapter we will look at setting up automations to minimize issues and maximize outcomes.
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Étienne Garbugli (The SaaS Email Marketing Playbook: Convert Leads, Increase Customer Retention, and Close More Recurring Revenue With Email)
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As a first step in test automation, it is important to learn how to
build an automation framework
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Narayanan Palani (Software Automation Testing Secrets Revealed Part 1 Revised Edition)
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When the automation test pack is being designed, the most important decision is to plan the Test Scheduling of those Automated Test Scripts. The objective of test automation is to reduce the amount of time spent in Regression Testing
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Narayanan Palani (Software Automation Testing Secrets Revealed: Revised Edition - Part 1)
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The best representation of automation test execution scheduling is possible through Bar Charts when multiple Automation Testers are involved in the test project.
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Narayanan Palani (Software Automation Testing Secrets Revealed: Revised Edition - Part 1)
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Miguel Antunes, R&D Principle Software Engineer at OutSystems, a low-code platform vendor, relayed an example of this very challenge. Their Engineering Productivity team at OutSystems was five years old. The team’s mission was to help product teams run their builds efficiently, maintain infrastructure, and improve test execution. The team kept growing and took on extra responsibilities around continuous integration (CI), continuous delivery (CD), and infrastructure automation.
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Matthew Skelton (Team Topologies: Organizing Business and Technology Teams for Fast Flow)
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I read a post on Palestinian Refugee ResearchNet’s blog claiming that Facebook was blocking the term “Palestinian” from being used in page titles. The post included a screenshot of an attempt to create a page called “Palestinian Refugee ResearchNet,” with a warning splashed across the top that read: “Our automated system will not allow the name ‘Palestinian Refugee ResearchNet.’ It may violate our Pages Guidelines or contain a word or phrase that is blocked to prevent the creation of unofficial or otherwise prohibited Pages. If you believe this is an error, please contact our Customer Support team.” The blogger, Rex Brynen, tested several similar titles, replacing “Palestinian” with “Israeli” and “Afghan.” Both worked, so he wrote to the support team.
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Jillian York (Silicon Values: The Future of Free Speech Under Surveillance Capitalism)
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Part III describes how to accelerate flow by building the foundations of our deployment pipeline: enabling fast and effective automated testing, continuous integration, continuous delivery, and architecting for low-risk releases.
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Gene Kim (The DevOps Handbook: How to Create World-Class Agility, Reliability, & Security in Technology Organizations)
“
Instead of having a lengthy integration and qualification cycle, an agile process makes it part of the ongoing development process. This shift is accomplished through approaches like continuous integration/delivery, sprints with complete requirements, test-driven design, and automated testing. All this is put in place so that when customers think they have enough of the capabilities ready, the code is close to being ready to deploy.
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Gary Gruver (Practical Approach to Large-Scale Agile Development, A: How HP Transformed LaserJet FutureSmart Firmware (Agile Software Development Series))
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The delivery pipeline is the key concept that enables a continuous flow of changes to production in a Continuous Delivery environment. Key points of the pipeline are: Functionality is only added when the quality is right. All changes to the source code immediately result in a new version of the application. Each new version is automatically tested against all available tests. New versions are automatically deployed to production. All installation and configuration of machines and environments is fully automated.
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Andrew Phillips (The IT Manager’s Guide to Continuous Delivery: Delivering Software in Days)
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aim is to make the delivery of software from the hands of developers into production a reliable, predictable, visible, and largely automated process with well-understood, quantifiable risks. Using the approach that we describe in this book, it is possible to go from having an idea to delivering working code that implements it into production in a matter of minutes or hours, while at the same time improving the quality of the software thus delivered. The vast majority of the cost associated with delivering successful software is incurred after the first release. This is the cost of support, maintenance, adding new features, and fixing defects. This is especially true of software delivered via iterative processes, where the first release contains the minimum amount of functionality providing value to the customer. Hence the title of this book, Continuous Delivery, which is taken from the first principle of the Agile Manifesto: “Our highest priority is to satisfy the customer through early and continuous delivery of valuable software
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David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
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i.e., TestNG”. This technique helps a beginner learn how to read the code before writing the code. The following are steps to install Selenium IDE: Steps
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Rex Allen Jones II (Absolute Beginner (Part 1) Selenium WebDriver for Functional Automation Testing: Your Beginners Guide)
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At an abstract level, a deployment pipeline is an automated manifestation of your process for getting software from version control into the hands of your users.
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David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
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we just don't have the time to go chasing after bugs that the automated tests could
have found for us. We have to spend our time writing new code—and new bugs.
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Andrew Hunt (The Pragmatic Programmer: From Journeyman to Master)
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MBA—$30K per year Commit to spending $2,500 per month on testing different “muses” intended to be sources of automated income. See The 4-Hour Workweek or Google “muse examples Ferriss” as a starting point.
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Timothy Ferriss (Tools of Titans: The Tactics, Routines, and Habits of Billionaires, Icons, and World-Class Performers)
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Developer: “Oh, we changed the way deployment works. You need to copy this new set of files over and set permission x.” Or worse, “That’s strange, let me take a look... ” followed by hours of working out what has changed and how to get it deployed. Automation
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David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
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all team members as well as passers-by can see the latest information at a glance: count of automated tests, velocity, incident reports, continuous integration status, and so on. This
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Gene Kim (The DevOps Handbook: How to Create World-Class Agility, Reliability, and Security in Technology Organizations)
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To have humans executing tests that should be automated is a waste of human potential.
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Gene Kim (The DevOps Handbook: How to Create World-Class Agility, Reliability, and Security in Technology Organizations)
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In addition to collecting telemetry from our production services and environments, we must also collect telemetry from our deployment pipeline when important events occur, such as when our automated tests pass or fail and when we perform deployments to any environment. We
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Gene Kim (The DevOps Handbook: How to Create World-Class Agility, Reliability, and Security in Technology Organizations)
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I have two complaints about the above tests. The first is that executing them manually is about as exciting as watching a banana rot, and the second is that (as I predicted), they’re not very good automated tests either.
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Alan Page (The "A" Word. Under the Covers of Test Automation)
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This includes the creation of automated build, integration, and test processes so that we can immediately detect when a change has been introduced that takes us out of a correctly functioning and deployable state.
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Gene Kim (The DevOps Handbook: How to Create World-Class Agility, Reliability, and Security in Technology Organizations)
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Having automated tests that are reliable: when the automated tests pass, teams are confident that their software is releasable.
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Nicole Forsgren (Accelerate: The Science of Lean Software and DevOps: Building and Scaling High Performing Technology Organizations)
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To achieve market orientation, we won’t do a large, top-down reorganization, which often creates large amounts of disruption, fear, and paralysis. Instead, we will embed the functional engineers and skills (e.g., Ops, QA, Infosec) into each service team, or provide their capabilities to teams through automated self-service platforms that provide production-like environments, initiate automated tests, or perform deployments.
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Gene Kim (The DevOps Handbook: How to Create World-Class Agility, Reliability, and Security in Technology Organizations)
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Making use of AJAX in your application design removes this potential logjam and can lead to a great end-user experience.
The crux of the problem is that automated test tools are by default designed to work in
synchronous fashion.
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Ian Molyneaux (The Art of Application Performance Testing: Help for Programmers and Quality Assurance)
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Integration problems result in a significant amount of rework to get back into a deployable state, including conflicting changes that must be manually merged or merges that break our automated or manual tests, usually requiring multiple developers to successfully resolve.
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Gene Kim (The DevOps Handbook: How to Create World-Class Agility, Reliability, and Security in Technology Organizations)
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We cannot achieve deployments on demand if every code deployment requires two weeks to set up our test environments and data sets, and another four weeks to manually execute all our regression tests. The countermeasure is to automate our tests so we can execute deployments safely and to parallelize them so the test rate can keep up with our code development rate.
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Gene Kim (The DevOps Handbook: How to Create World-Class Agility, Reliability, and Security in Technology Organizations)
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Thoughtful design, code review, pair programming, and a considered test strategy (including TDD practices and fully automated unit test suites) are all of the utmost importance. Techniques like assertions, defensive programming, and code coverage tools will all help minimise the likelihood of errors sneaking past. We all know these mantras. Don’t we?
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Anonymous
“
Having a good set of automated tests for your system allows you to make fundamental architectural changes with minimal risk. It gives you space to work in.
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Anonymous
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• Automate your tests, ensuring that they do the following: – Unambiguously pass or fail
– Are self-contained
– Can be executed with a single click
– Provide comprehensive coverage
• Use branches in source control sparingly. • Automate your build process:
– Build and test the software every time it changes. – Integrate static analysis into every build.
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Paul Butcher
“
Continuous integration (CI) means that whenever a developer checks in code to the source repository, a build is automatically triggered. Continuous delivery (CD) takes this one step further: after a build and automated unit tests are successful, you automatically deploy the application to an environment where you can do more in-depth testing.
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Scott Guthrie (Building Cloud Apps with Microsoft Azure: Best Practices for DevOps, Data Storage, High Availability, and More (Developer Reference))
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Despite thorough testing, good documentation, and solid automation, things go wrong. Deliveries are late. Unforeseen technical problems come up.
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Andrew Hunt (The Pragmatic Programmer)
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The most important practice for continuous integration to work properly is frequent check-ins to trunk or mainline. You should be checking in your code at least a couple of times a day.
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David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
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It is essential for the smooth running of the delivery process to fly people back and forth periodically, so that each local group has personal contact with members from other groups.
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David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
“
There are various incremental improvements to the way software is delivered which will yield immediate benefits, such as teaching developers to write production-ready software, running CI on production-like systems, and instituting cross-functional teams.
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David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
“
It is worth emphasizing that branching by feature is really the antithesis of continuous integration, and all of our advice on how to make it work is only about ensuring that the pain isn’t too horrible come merge time.
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David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
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integrating infrequently, which only makes it worse. In software, when something is painful, the way to reduce the pain is to do it more frequently, not less.
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David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
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If It Hurts, Do It More Frequently, and Bring the Pain Forward
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David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
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Expect to create, architect, and maintain at least as much test code and automation scripts as you create production code. Soundly architected test code leads to soundly architected production code that is easy to understand and maintain.
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Gary Gruver (Leading the Transformation: Applying Agile and DevOps Principles at Scale)
“
In some circumstances manual testing becomes more efficient than automated testing; it takes much more time to generate automated test scripts compared to running test cases manually. Especially in time-sensitive, fast-track projects, this results in a weird situation of coding around bugs instead of finding and fixing them. Project managers and QA managers should consider this issue as a project risk. They should mitigate this risk by determining the right level of test automation. Shelfware
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Emrah Yayici (LEAN Business Analysis Mentor Book : With Lean Product Development Techniques to Achieve Innovation and Faster Time to Market)
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Throughput is the number of transactions a system can process in a given timespan. It
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David Farley (Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment Automation)
“
Implementing functional test automation will get the team to work closer and prepare the system for the use of executable specifications later.
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Gojko Adzic (Specification by Example: How Successful Teams Deliver the Right Software)
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Beginner’s Guide Sixth Edition Create, Compile, and Run
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Rex Jones (Absolute Beginner (Part 1) Java 4 Selenium WebDriver: Come Learn How To Program For Automation Testing)
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If you are going to use automated testing and Continuous Integration (CI) to dramatically improve your productivity, you need to treat your testing investments as being at least as important, or even more important, than your development investments, which is a big cultural change for most organizations. In
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Gary Gruver (Practical Approach to Large-Scale Agile Development, A: How HP Transformed LaserJet FutureSmart Firmware (Agile Software Development Series))
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Algiz Technology provide enterprise it teams best MSI Packaging, Application Virtualization tools including the MSI packager, with the most advanced
software packaging tools for deployment with a complete suite of automated customization, testing, MSI packaging and management reporting capabilities.
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Algiz Technology
“
A key characteristic of continuous delivery is that software is always releasable. It relies on a high level of automation, including automated testing. Continuous deployment takes continuous delivery one step further in the practice of automatically deploying releasable code into production
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Chris Richardson (Microservices Patterns: With examples in Java)
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QA and Acceptance Tests If QA has not already begun to write the automated acceptance tests, they should start as soon as the IPM ends. The tests for stories that are scheduled for early completion should be done early. We don’t want completed stories waiting for acceptance tests to be written.
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Robert C. Martin (Clean Agile: Back to Basics (Robert C. Martin Series))
“
a deployment pipeline. That’s your entire value stream from code check-in to production. That’s not an art. That’s production. You need to get everything in version control. Everything. Not just the code, but everything required to build the environment. Then you need to automate the entire environment creation process. You need a deployment pipeline where you can create test and production environments, and then deploy code into them, entirely on-demand.
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Gene Kim (The Phoenix Project: A Novel about IT, DevOps, and Helping Your Business Win)
“
The Gausebeck-Levchin test became the first commercial application of a Completely Automated Public Turing Test to Tell Computers and Humans Apart—or CAPTCHA. Today, CAPTCHA tests are common on the internet—to be online is to be subjected to a search for a specific image—a fire hydrant or bicycle or boat—from a lineup. But at the time, PayPal was the first company to force users to prove their humanity in this fashion. Gausebeck and Levchin didn’t invent the CAPTCHA—Carnegie Mellon researchers devised something similar in 1999—but the PayPal version was the first to scale, and among the first to solve the centuries-old challenge of separating human from machine.
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Jimmy Soni (The Founders: The Story of Paypal and the Entrepreneurs Who Shaped Silicon Valley)
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a disciplined team can slow down the pace of its descent toward monolithic hell. Team members can work hard to maintain the modularity of their application. They can write comprehensive automated tests. On the other hand, they can’t avoid the issues of a large team working on a single monolithic application. Nor can they solve the problem of an increasingly obsolete technology stack. The best a team can do is delay the inevitable.
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Chris Richardson (Microservices Patterns: With examples in Java)
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Automation frameworks should be built in such a way that adding a new test case takes you half an hour at most.
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Scott Quinn (Automate It: How to succeed in automated testing)
“
What is a targeted email list?
How to Build an Email List?
A/B testing in email marketing?
What is Automated Direct Email?
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Email Marketing (Email Marketing: A Cherrytree Style Marketing Book(email Marketing Beginners, Email Marketing Strategies, Email Marketing Guide, Email List Building, E Marketing, Email Marketing Books))
“
create their own OKRs for their own organization. For example, the design department might have objectives related to moving to a responsive design; the engineering department might have objectives related to improving the scalability and performance of the architecture; and the quality department might have objectives relating to the test and release automation. The problem is that the individual members of each of these functional departments are the actual members of a cross‐functional product team. The product team has business‐related objectives (for example, to reduce the customer acquisition cost, to increase the number of daily active users, or to reduce the time to onboard a new customer), but each person on the team may have their own set of objectives that cascade down through their functional manager. Imagine if the engineers were told to spend their time on re‐platforming, the designers on moving to a responsive design, and QA on retooling. While each of these may be worthy activities, the chances of solving the business problems that the cross‐functional teams were created to solve are not high.
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Marty Cagan (Inspired: How to Create Tech Products Customers Love (Silicon Valley Product Group))
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AI Brain, PIRANDOM > Circlet + Diadem × Ring > Itemizer × Abstracter, Explained : 1111 < 11 < 1, I utilized dependency injection in code for the following. Phi divides into the Pythagorean theorem, and Pi divides into the Sort where Phi is 7 and the Cognitive domain is the point in time, Pythagoras is the Affective domain in space, and Pi is then injected to the fibonacci sequence for time within the range of 7 and 4 at 10 radians to form 3.14 respectively. In conclusion, If I ran this code in a video test to derive a model view projection matrix then this is the only code I would need to create the math core and automate calls to the pixel and vertex shaders Inna GPU.
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Jonathan Roy Mckinney Gero EagleO2
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Sometimes I call the IRS with a question just to see how many automated phone queues they’ll pass me through before disconnecting my call. I once made it to seven hours on hold without ever talking to a human.
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E.M. Foner (Turing Test (AI Diaries #1))
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A commonly used expression is that the difference between unit tests and acceptance tests is that unit tests helps you build the thing right, whereas acceptance tests helps you build the right thing.
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Sumit Bisht (Robot Framework Test Automation)
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Automated systems can allow mistakes, errors, and attacks to be propagated and multiplied in far more damaging ways than manual systems. As the DevOps comedy account @DevOpsBorat says, “To make error is human. To propagate error to all server in automatic way is #devops.” 2 Furthermore, automated tooling is fallible; and as we know so well in the security world, it can be easy for humans to begin to trust in the computer and stop applying sense or judgment to the results. This can lead to teams trusting that if the tests pass, the system is working as expected, even if other evidence might indicate otherwise.
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Laura Bell (Agile Application Security: Enabling Security in a Continuous Delivery Pipeline)