tag:blogger.com,1999:blog-16617434857021275192024-03-20T11:58:13.703+00:00Testing ChefAndrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.comBlogger37125tag:blogger.com,1999:blog-1661743485702127519.post-28234577549211258402017-09-17T08:29:00.001+01:002017-09-17T08:29:23.362+01:00Commit to Review It starts, as these things often do, with a tweet:<br />
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Sadly, the most common model for commit history as documentation is "chaotic mess that doesn't give you any information without deep study"</div>
— Sarah Mei (@sarahmei) <a href="https://twitter.com/sarahmei/status/909094207196762112">September 16, 2017</a></blockquote>
Which led me on to saying: <br />
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Reluctance
to rebase and force push prevents commits being reviewed like code. If
commits don't make sense to others, change them! <a href="https://t.co/PZ8isWR3HA">https://t.co/PZ8isWR3HA</a></div>
— Andrew Morton (@TestingChef) <a href="https://twitter.com/TestingChef/status/909148528580100096">September 16, 2017</a></blockquote>
Because there are many ways of using and abusing<span style="font-family: "courier new" , "courier" , monospace;"> git rebase</span>, I thought it a good idea to explain the use case I'm referring to in more detail.<br />
<br />
We work on branches, and once we've got them to the point where the work can go into master, we raise a merge request for it. This merge request acts as our code review stage. Questions will be asked, improvements will be made and it'll eventually be merged. My suggestion is, just before the merge is done, this is where an interactive rebase (or squash or amend, whatever change to the history is appropriate) and force push should be done in order to get the commit history clean.<br />
You often see commits that just say "typo" or "bug fix". If you are really lucky, you get a commit that actually has a message body, but often it is describing what has been done, not why it was done. By being able to review commit messages, point out these issues <i>and have them be fixed</i>, you will be teaching and learning what makes useful commit messages, and your log will be an easy to read story of the changes made.<br />
<br />
Code reviews are a way people learn to write good code. How are people going to learn how to write good commit messages if they can't also be reviewed?<br />
<br />
P.S. My go to guide for how to write commit messages is by Chris Beams and can be found <a href="https://chris.beams.io/posts/git-commit/">here</a> <br />
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Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-64965809885753637182017-07-22T11:03:00.000+01:002017-07-22T11:03:08.630+01:00An example failureThere is a problem I see when people write features. We all know, examples are powerful. They can make an explanation come to life in the mind of a reader. But, I too often see features written with the examples, but no explanations. Let us assume you are teaching someone how powers work in mathematics.<br />
<br />
You would first explain what a power is:<br />
<br />
<b>Given a number</b><br />
<b>When I calculate a power of this number</b><br />
<b>Then it is multiplied by itself the power number of times to get the answer</b><br />
<br />
Then you would insert examples:<br />
<br />
<b>Given the number <number></b><br />
<b>When I calculate it to the power <power></b><br />
<b>Then <number> is multiplied by itself the <power> number of times to get <answer></b><br />
<b>Examples: </b><br />
<b>| number | power | answer |</b><br />
<b>| 2 | 2 | 4 |</b><br />
<b>| 3 | 5 | 243 |</b><br />
<br />
More often than not, the explanation behind the examples is missing:<br />
<br />
<b>Given the number <number></b><br />
<b>When I calculate it to the power <power></b><br />
<b>Then I get the answer <answer></b><br />
<b>Examples:</b><br />
<b>| number | power | answer |</b><br />
<b>| 2 | 2 | 4 |</b><br />
<b>| 3 | 5 | 243 |</b><br />
<br />
The latter scenario does not explain the relation between the values in the examples, so how is someone supposed to write something that will work for values other than those given? You can't. Yes, in the earlier example you have to know what multiplication is, but that is a concept that would be explained elsewhere (no teacher would try to teach powers before teaching multiplication).<br />
<br />
Remember, examples are concrete representations of a concept, but they are not the explanation of a conept in and of themselves.Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-29834782209290301262017-07-22T10:26:00.000+01:002017-07-22T10:26:43.551+01:00At least I didn't admit this publicy where anyone could see itIt started on the testers.io slack. Heather Reid was saying how great it is that she is talking to her developers asking "So what do you want to see from testing?" and getting well thought out and useful answers. I wondered what I'd have said had I been asked, which led to this:<br />
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As a tester who now develops, I realise I can't articulate what I want from a tester!</div>
— Andrew Morton (@TestingChef) <a href="https://twitter.com/TestingChef/status/888448301170872320">July 21, 2017</a></blockquote>
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and then this:<br />
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Really? Why not? What's the barrier?</div>
— Angie Jones (@techgirl1908) <a href="https://twitter.com/techgirl1908/status/888448725638553600">21 July 2017</a></blockquote>
The original version of the post was going to be me working through just that, but I had an epiphany whilst writing it and I know full well why I can't articulate it. It is because I don't wish to admit to the stupid (and I use the dictionary meaning here, i.e. lacking in intelligence or common sense) reason as to why I don't want <i>anything</i> from a <i>tester</i>.<br />
<br />
It is simply, I'm big-headed and think I don't need the help of a tester because I was/am one.<br />
<br />
Not only is this incredibly insulting to my friends and colleagues (to whom I apologise unreservedly), it is demonstrably false (even in the short time I've been developing, our testers has saved me from putting out bugs).<br />
<br />
<h3>
How could I possibly think that?</h3>
I believe it is because I don't like not being able to do things. Because I don't like to admit I can't do all the things I used to, I stubbornly try and do all the things I used to. And so, because I used to be a tester, I therefore don't need a tester.<br />
<br />
So Angie, the barrier?<br />
<br />
<br />
I'm a fool.<br />
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Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-25801696452762680422017-02-15T20:02:00.002+00:002017-02-15T20:02:37.504+00:00A Sense of CommunityI won't be attending Testbash Brighton this year. It'll be the first Brighton one I've missed since they started in 2013. I encourage anyone who can get to a Testbash to do so, purely for the number of amazing people you get to meet. Below is a list of those people I have met over 5 Testbashes (4 Brighton and 1 Manchester). I hope this shows the value of these conferences and gets across just how much fun they are and why I'm saddened by not being at Brighton this year.<br />
<br />
Rosie Sherry<br />
Danny Dainton<br />
Dan Ashby<br />
Mark Tomlinson<br />
Richard Bradshaw<br />
Heather Reid<br />
Rosie Hamilton<br />
Claire Reckless<br />
James Christie<br />
Vernon Richards<br />
Abby Bangser<br />
Martin Hynie<br />
Ioana Serban<br />
Matt Heusser<br />
Matthew Bretten<br />
Tracy Baxter<br />
Kristine Corbus<br />
Michael Bolton<br />
Gem Hill<br />
James Bach<br />
Karin Basel<br />
Simon Knight<br />
Beren Van Daele<br />
Kim Knup<br />
Emma Keaveny<br />
Lisa Crispin<br />
Vera Gehlen-Baum<br />
Kirstin Kerr<br />
Simon Tomes<br />
Jess Ingrassellino<br />
Cassandra Leung<br />
Marcel Gehlen<br />
Patrick Prill<br />
Dominic Kua<br />
Nicola Owen<br />
Gwen Diagram<br />
David Williams<br />
Tammy Lewis<br />
Deborah Lee<br />
Matt Frampton<br />
Clement Pickering<br />
Colin Piper<br />
Mark Winteringham<br />
Del Dewar<br />
Neil Studd<br />
Gary Shepard<br />
Aine McGovern<br />
Neil McCarthy<br />
Ash Winter<br />
Dan Caseley<br />
Nathan Weller<br />
Alan Richardson<br />
Paul Berry<br />
Rob Lambert<br />
Adam Knight<br />
Anna Baik<br />
Daniel Billing<br />
Chris Simms<br />
John Stephenson<br />
Elizabeth Fiennes<br />
Raul Nicholas<br />
Philip De Rop<br />
Pekka Marjamaki<br />
Huib Schoots<br />
<br />
This is obviously not a complete list. I do tend to get a bit... far from sober at these events, so if I have met you and your name is not on here, I'm blaming loud venues and nice beers for your name not appearing.<br />
<br />
See you in Manchester? Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-83883782995306262892016-09-17T09:17:00.001+01:002016-09-17T09:17:55.098+01:00Risks of Testability What potential problems should you be willing to risk in order to make your application more testable? A testable app is one that allows you to question the application in anyway required and to get the answers to those questions quickly.<br />
A story.<br />
We were creating an iPad application and we decided to run some tests through the application user interface. Perhaps the main issue with UI test runners is the speed. With browser tests we are usually able to shortcut to the bit of the application we are interested in, generally by using a URL. We couldn't find an equivalent way of doing this in app without introducing code that is test specific (I added configuration flags that allowed skipping certain views, like log in). One of the developers didn't like this.<br />
We discussed it and agreed to remove it. On the proviso that it would be looked into further and if a better way could be found we would use it, otherwise, we would revert (which was the first mistake on my part).<br />
Shockingly, it never got revisited. Every time I brought it up it was "We'll look into it as soon as the work on this feature is complete" and I let it slide (which was my second mistake). I couldn't get them to prioritise testability over features, because despite what is said at the start of a project about the 'ilities', when all the PO sees is a list of features required for MVP to be completed, those 'ilities' are never prioritised (which is a rant for another day).<br />
So we ended up getting stuck with a test suite that, every test, would take at least 6 seconds (log in uses a six digit pin, and the UI Automation framework could only 'press' a button a second) to get to the bit you are interested in. This meant every test we added put <i>at least</i> six seconds onto the run time of the suite. It led to reluctance to add anything as it wouldn't provide fast enough feedback. It led to the tests not being run locally, because of the time it would take.<br />
Now here is the question. Is the risk of a user being able to get the app into an unusable state because of our testability code greater than the risk of missing issues because it is too painful to test?Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-87566278207084691002016-09-09T17:47:00.000+01:002016-09-09T17:47:29.889+01:00Repo ReviewsIt is very easy to get git repositories into horrible states. Summaries that are too long, having non-descriptive messages, or using the same message a number of commits in a row. Why then can we not fix untidy commits as part of code reviews? It happened at work recently and the main objection seemed to come from the fact that we had the branch pushed to remote (which you have to do to raise the merge request) and couldn't change the history because someone may have used it (in this case, the someone was probably Jenkins). I have a number of arguments against that. Firstly, if you have created a merge request, that implies that there is no more work to be done on that branch. If you change the history of the remote branch that invalidates someone else's work, the question should arise why was the merge request raised in the first place. Secondly, if you communicate that the remote history is going to change, anyone who might still be using it for whatever reason can sort it out themselves. Jenkins can be made to checkout a fresh copy of the repo each time. Yes it takes longer, but is a small price to pay for a clean log.<br />
<br />
I use <a href="http://chris.beams.io/posts/git-commit/">http://chris.beams.io/posts/git-commit/ </a>as my guide to creating good commit messages. Obviously, you'll have your own practices, but why should you not be able to refuse merges if people have not followed them? You can use merge request tools to educate others in how to write good commit messages, they will learn to apply it, and we may end up with readable logs.Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-56713987717704331832016-07-24T09:02:00.002+01:002017-04-03T10:06:09.970+01:00A Hole in the Net I happen to think unit testing is the bees knees and is absolutely required in the creation of readable, maintainable working code. However, things can go wrong. Here is something that bit me in the arse not too long ago.<br />
<br />
The code itself was trying to create a hash with a key for every hour in a 24hr clock (the project I was using this for is <a href="https://github.com/chefsim/hashtag-count">here</a> if you'd like to know the context). This means I needed a key from 0 up to 23. I know a number of ways of doing this in Ruby, but I settled on using the `times` method. My first mistake was I used the wrong number of times in my unit test. My second and frankly worse mistake, I used this method in my unit test <i>but then used the same code in my implementation</i>. So my unit test was happily passing because my production code was written to it, but it wasn't actually doing what I had intended.<br />
<br />
Fortunately, as I hope we are all aware, unit testing is but one of the many nets we use to catch bugs. I found this one with my exploratory testing net.<br />
<br />
P.s. Keen-eyed readers will notice that the unit test code and the implementation code in the project are still the same and will be wondering if I've truly learnt anything from this experience. The reason is, the destination may be the same, but the route was different. Having used a different method to confirm the implementation was correct, I refactored the unit test to be more readable for me.<br />
<br />Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-32143528872089722962016-07-23T17:16:00.000+01:002016-07-23T17:16:52.126+01:00Setup Assertions<span style="font-family: "arial" , "helvetica" , sans-serif;">There is a thing in automated tests, be it unit, integration or UI tests, that annoys me every time I see it. That thing is the use of assertions in your Act/Given sections of your tests. When you do this, all I can think is that you do not have enough confidence in your software that it will actually do what it is supposed to do. The response I have always had from people when I question this behaviour is, "Well, I have to make sure it is in the correct state". And my response is always the same, "There is a way of doing that. It is called testing." If your test is relying on a particular function of your system, why isn't that function tested well enough that you can <span style="font-family: "arial" , "helvetica" , sans-serif;">rely</span> on it work<span style="font-family: "arial" , "helvetica" , sans-serif;">ing</span>? Stop putting assertions in your tests where they do not belong!</span><br />
<br />
<br />Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com6tag:blogger.com,1999:blog-1661743485702127519.post-34552992368958227712016-07-23T11:48:00.002+01:002016-07-23T11:48:59.582+01:00Why I'm a Context Driven Tester...<span style="font-family: "arial" , "helvetica" , sans-serif;"> </span><span style="font-family: "arial" , "helvetica" , sans-serif;">I was drawn to the context-driven testing community because when I started in testing, I was constantly questioning the way things were done, why they were done that way, and how we could do things better. </span><span style="font-family: "arial" , "helvetica" , sans-serif;">I found </span><span style="font-family: "arial" , "helvetica" , sans-serif;">Rapid software testing</span><span style="font-family: "arial" , "helvetica" , sans-serif;"> to align very much with the ways in which I was finding myself thinking.</span><span style="font-family: "arial" , "helvetica" , sans-serif;"> The bloggers I discovered (Matt Heusser and Eric Jacobson deserve special mention here) were giving me great new ideas and ways to talk about how I tested and why. From all these places and more, whether the people identified themselves as context-driven testers or not, I kept hearing this message:</span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"> "When testing, the areas you target, the tools you use, the skills you bring to bear, are all dependent upon the context* in which you are working."</span><br />
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"> It is a message that I fully endorse, and is the foundation of all my testing work and learnings. I learn new skills and new tools. I learn about how others have applied them. I learn in what contexts they have worked well, and in what contexts they did not. This is closest I come to a dogmatic belief.</span><br />
<br />
<h4>
<span style="font-family: "arial" , "helvetica" , sans-serif;">Check your privilege</span></h4>
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"> I have heard a lot about privilege in recent times, so I think it is worth stating mine. This is my background and as such forms part of the context in which I work. </span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"> I am, by any reasonable measure, very privileged. I'm a straight white male, from a middle-class family and was born in one of the richest countries in the world. I've never struggled with poverty, I've never been the subject of racist or sexist abuse, and I'm old enough not to be dismissed as inexperienced, but not too old to be considered past it. This is important as it plays heavily into my experiences of the CDT community.</span><br />
<br />
<h4>
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">My</span> CDT community <span style="font-family: "arial" , "helvetica" , sans-serif;">experience</span></span></h4>
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"> I was reading the blogs and the books for a good couple of years before I met </span><span style="font-family: "arial" , "helvetica" , sans-serif;">anyone </span><span style="font-family: "arial" , "helvetica" , sans-serif;">face-to-face who was part of the CDT community. I drove for 3 hours, getting from Bristol to Nottingham for the <a href="http://www.meetup.com/SoftwareTestingClub/events/16138970/">first Software Testing Club</a> meetup back in 2011 because James Bach was going to be there. I knew of his reputation, both the good and the bad, but here was the chance to hear one of the guiding voices of the community I closely identified with, live and in person. And there, I met many people I still look forward to seeing and talking testing with today. I <i>belonged</i> here.</span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"> More meetups followed <span style="font-family: "arial" , "helvetica" , sans-serif;">through which I <span style="font-family: "arial" , "helvetica" , sans-serif;">found a <span style="font-family: "arial" , "helvetica" , sans-serif;">company that saw testing the way I saw it and I got a job there soon after. My first trip to a <span style="font-family: "arial" , "helvetica" , sans-serif;">Testbash was in 2<span style="font-family: "arial" , "helvetica" , sans-serif;">013, it <span style="font-family: "arial" , "helvetica" , sans-serif;">was such a<span style="font-family: "arial" , "helvetica" , sans-serif;"> great experience for me that I have been back every year since<span style="font-family: "arial" , "helvetica" , sans-serif;"> (as an aside, I am very glad to see the Test<span style="font-family: "arial" , "helvetica" , sans-serif;">bash brand growing). I'm a shy per<span style="font-family: "arial" , "helvetica" , sans-serif;">son, and the first couple of years I was hesitant to talk to an<span style="font-family: "arial" , "helvetica" , sans-serif;">yone. But everyone I did talk to was open<span style="font-family: "arial" , "helvetica" , sans-serif;"> <span style="font-family: "arial" , "helvetica" , sans-serif;">and wel<span style="font-family: "arial" , "helvetica" , sans-serif;">coming and it made the exper<span style="font-family: "arial" , "helvetica" , sans-serif;">ience the great memory it is</span> and now<span style="font-family: "arial" , "helvetica" , sans-serif;">. </span><i><span style="font-family: "arial" , "helvetica" , sans-serif;">T</span>his is the person I try to be</i> when at conferences. I w<span style="font-family: "arial" , "helvetica" , sans-serif;">ant pe<span style="font-family: "arial" , "helvetica" , sans-serif;">ople to see what<span style="font-family: "arial" , "helvetica" , sans-serif;"> I saw when I first found this communi<span style="font-family: "arial" , "helvetica" , sans-serif;">ty<span style="font-family: "arial" , "helvetica" , sans-serif;">.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
<br />
<h4>
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"> The c<span style="font-family: "arial" , "helvetica" , sans-serif;">hallenge</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span> </span></h4>
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"> So you can imagine I don't react well to seeing my community attacked?<span style="font-family: "arial" , "helvetica" , sans-serif;"> But <span style="font-family: "arial" , "helvetica" , sans-serif;">I don't <span style="font-family: "arial" , "helvetica" , sans-serif;">thin<span style="font-family: "arial" , "helvetica" , sans-serif;">k it is being attacked. I do think it is being challenge<span style="font-family: "arial" , "helvetica" , sans-serif;">d. There are perceptions those outside the community have of it<span style="font-family: "arial" , "helvetica" , sans-serif;"> and those <span style="font-family: "arial" , "helvetica" , sans-serif;">are</span> be<span style="font-family: "arial" , "helvetica" , sans-serif;">ing</span> brought to our attention. One of the tenets of <span style="font-family: "arial" , "helvetica" , sans-serif;">my</span> CDT commu<span style="font-family: "arial" , "helvetica" , sans-serif;">nity is to accept challenges, not to dismiss them<span style="font-family: "arial" , "helvetica" , sans-serif;">. This acceptance that <span style="font-family: "arial" , "helvetica" , sans-serif;">anything can be challe<span style="font-family: "arial" , "helvetica" , sans-serif;">nged <span style="font-family: "arial" , "helvetica" , sans-serif;">is important to me, it is another one of the reason<span style="font-family: "arial" , "helvetica" , sans-serif;">s I <span style="font-family: "arial" , "helvetica" , sans-serif;">align myself with CDT<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">.</span> I<span style="font-family: "arial" , "helvetica" , sans-serif;">'m happy to <span style="font-family: "arial" , "helvetica" , sans-serif;">have my ideas</span> challenged and will put my strongest arguments for them<span style="font-family: "arial" , "helvetica" , sans-serif;">.</span> I try very hard not to hold on to <span style="font-family: "arial" , "helvetica" , sans-serif;">i<span style="font-family: "arial" , "helvetica" , sans-serif;">deas</span></span> once they have been shown to be <span style="font-family: "arial" , "helvetica" , sans-serif;">weak. If I haven't changed my mind on something recently, that shows I haven't learnt anything re<span style="font-family: "arial" , "helvetica" , sans-serif;">cently and that I am becoming closed minded.<span style="font-family: "arial" , "helvetica" , sans-serif;"> My communi<span style="font-family: "arial" , "helvetica" , sans-serif;">ty promotes forward mo<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">mentum, not stagnation</span>.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
<br />
<h4>
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"> <span style="font-family: Arial, Helvetica, sans-serif;">The response</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></h4>
<br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: Arial, Helvetica, sans-serif;"> All that is a great set of high-minded ideals but, it is just so much talk. I'm aware that very little of my ideas are out in public, so it is easy to say I welcome the challenges when I have nothing to be challenged on. What am I actually going to do about it? There are perceptions that I think I personally can help to change:</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
<ol>
<li><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: Arial, Helvetica, sans-serif;"> <b>CDT is anti-automation</b> - I'm evolving into a tester who is getting more and more technical tools in his toolkit. I plan to blog about these tools and techniques I am using. I'm very much into showing how to write good unit tests, so expect to see much more content from me on this. I also pledge not to write a post about how Test Automation can be misused, but will point out where the things I write about are appropriate or not. I have a life goal to present a talk about technical testing at a testing and a non-testing conference.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li>
<li><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: Arial, Helvetica, sans-serif;"><b>CDT is a self-congratulatory echo chamber</b> - I plan to get out more. I've got an ever expanding list of people to follow on twitter who are not CDT identified. I will pursue blogs and other readings that are from other disciplines and communities. I have already been to my first of what I hope is many non-testing conferences (Brighton Ruby) and <span style="font-family: "arial" , "helvetica" , sans-serif;">will continue to participate in non-testing mee<span style="font-family: "arial" , "helvetica" , sans-serif;">tups<span style="font-family: "arial" , "helvetica" , sans-serif;"> where I can.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></li>
<li><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: Arial, Helvetica, sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><b>CDT is a cult</b> - <span style="font-family: "arial" , "helvetica" , sans-serif;">The perception is we are all moths to the flame of James Marcus Bac<span style="font-family: "arial" , "helvetica" , sans-serif;">h and that anyone who does not toe the party line is cast out<span style="font-family: "arial" , "helvetica" , sans-serif;"> (<span style="font-family: "arial" , "helvetica" , sans-serif;">being blocked on twitter being the offic<span style="font-family: "arial" , "helvetica" , sans-serif;">ial ceremony)</span></span>.<span style="font-family: "arial" , "helvetica" , sans-serif;"> <span style="font-family: "arial" , "helvetica" , sans-serif;">That a</span>nyone <span style="font-family: "arial" , "helvetica" , sans-serif;">who is <span style="font-family: "arial" , "helvetica" , sans-serif;">introduced to the commu<span style="font-family: "arial" , "helvetica" , sans-serif;">nity must not dare to ques<span style="font-family: "arial" , "helvetica" , sans-serif;">tion, because although we say we like to be challenged, we only like to be challenged by certai<span style="font-family: "arial" , "helvetica" , sans-serif;">n <span style="font-family: "arial" , "helvetica" , sans-serif;">people ab<span style="font-family: "arial" , "helvetica" , sans-serif;">out certain things. And that anyone who hasn't l<span style="font-family: "arial" , "helvetica" , sans-serif;">ived to ou<span style="font-family: "arial" , "helvetica" , sans-serif;">r ideals must be persecuted <span style="font-family: "arial" , "helvetica" , sans-serif;">and hounded forever more. This<span style="font-family: "arial" , "helvetica" , sans-serif;">, more tha<span style="font-family: "arial" , "helvetica" , sans-serif;">n any other<span style="font-family: "arial" , "helvetica" , sans-serif;">s is the most dangerous <span style="font-family: "arial" , "helvetica" , sans-serif;">perception. It is what prevents new and divers<span style="font-family: "arial" , "helvetica" , sans-serif;">e voices from being heard. It is <span style="font-family: "arial" , "helvetica" , sans-serif;">a cause of <span style="font-family: "arial" , "helvetica" , sans-serif;">great animosity towards the comm<span style="font-family: "arial" , "helvetica" , sans-serif;">unity from those outside of it. <span style="font-family: "arial" , "helvetica" , sans-serif;">And it will be the <span style="font-family: "arial" , "helvetica" , sans-serif;">hardest one to change<span style="font-family: "arial" , "helvetica" , sans-serif;">. For my part, I will do it by adhering to the followin<span style="font-family: "arial" , "helvetica" , sans-serif;">g <span style="font-family: "arial" , "helvetica" , sans-serif;">ideals:</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><span style="font-family: "arial" , "helvetica" , sans-serif;"> </span></li>
</ol>
<ul>
<li><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">Assume any c<span style="font-family: "arial" , "helvetica" , sans-serif;">hallenge to my work or my ideas is <span style="font-family: "arial" , "helvetica" , sans-serif;">being done in good faith<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">. T</span>hat the person asking the questions is trying to learn, or trying to help me learn and not just trolling.</span></span></span></span></span></li>
<li><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">Never dismiss some<span style="font-family: "arial" , "helvetica" , sans-serif;">body's experience<span style="font-family: "arial" , "helvetica" , sans-serif;">.<span style="font-family: "arial" , "helvetica" , sans-serif;"> <span style="font-family: "arial" , "helvetica" , sans-serif;">It may be the<span style="font-family: "arial" , "helvetica" , sans-serif;">ir experience is not the norm, but that doesn't make it invalid.</span></span></span></span></span></span></span></span></span></span></li>
<li><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">C</span>all out beh<span style="font-family: "arial" , "helvetica" , sans-serif;">aviour that <span style="font-family: "arial" , "helvetica" , sans-serif;">reinforces th<span style="font-family: "arial" , "helvetica" , sans-serif;">e cult</span> perception</span></span></span></span></span></span></span></span></span></span></span></span></li>
</ul>
<h4>
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"> </span></span></span></span></span></span></span></span></span></span></span></span></h4>
<h4>
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">A dark time for CDT?</span></span></span></span></span></span></span></span></span></span></span></span></h4>
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><br /></span></span></span></span></span></span></span></span></span></span></span></span>
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"> <span style="font-family: "arial" , "helvetica" , sans-serif;">I<span style="font-family: "arial" , "helvetica" , sans-serif;"> <span style="font-family: "arial" , "helvetica" , sans-serif;">am <span style="font-family: "arial" , "helvetica" , sans-serif;">not keeping any statistics, but I do be<span style="font-family: "arial" , "helvetica" , sans-serif;">lieve that the CDT community is growing, or at least is <span style="font-family: "arial" , "helvetica" , sans-serif;">still getting new pe<span style="font-family: "arial" , "helvetica" , sans-serif;">ople who identify themselves as <span style="font-family: "arial" , "helvetica" , sans-serif;">context-drive<span style="font-family: "arial" , "helvetica" , sans-serif;">n, so I don't think it is all bad<span style="font-family: "arial" , "helvetica" , sans-serif;">. But as <span style="font-family: "arial" , "helvetica" , sans-serif;">has been rightly pointed out, I don't get to hear about those who were made to fe<span style="font-family: "arial" , "helvetica" , sans-serif;">el unc<span style="font-family: "arial" , "helvetica" , sans-serif;">omfortable or rejected, beca<span style="font-family: "arial" , "helvetica" , sans-serif;">use I'm still in the bubble. Maybe <span style="font-family: "arial" , "helvetica" , sans-serif;">there were hundreds who found us but were <span style="font-family: "arial" , "helvetica" , sans-serif;">fr<span style="font-family: "arial" , "helvetica" , sans-serif;">ightened off? I can't know. All I can do is try <span style="font-family: "arial" , "helvetica" , sans-serif;">to show why this community means what it does to me<span style="font-family: "arial" , "helvetica" , sans-serif;"> and hope some of that rubs off.</span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span></span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;"> </span></span></span></span></span></span></span></span></span></span></span></span><br /><span style="font-family: "arial" , "helvetica" , sans-serif;"> <span style="font-size: x-small;">*Context considerations include your own skills, that of your team and your organisation structure, among many other considerations. </span></span>Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-7849646455042444052016-06-15T10:07:00.000+01:002016-06-15T10:07:51.910+01:00An Exercise from Matt Heusser<h3>
The Exercise</h3>
Matt Heusser, asked on twitter if anyone was up for a "test thinking exercise" and I accepted. He asked me to read this <a href="http://softengi.com/library/how-testing-in-scrum-can-maximize-business-value">Softengi white paper</a> on Testing in Scrum and asked, "What do you think of their advice? Is it GOOD?" Good in this case is a bit subjective, and there is nothing saying what about it is supposed to be good (i.e. their approach to testing is good, the spelling, punctuation and grammar is good etc.) So my approach was to read it and pick out where my experience differs. It is presented as an experience report, not a One True Way and should be taken as such. This means I will not be answering the first question, since I don't see this paper as giving advice, as such.<br />
<br />
One last point to make before we start, I know nothing about the company, the processes or the people that work at Softengi. All my impressions, thoughts and assumptions come from my own experiences and what I've read within this paper.<br />
<br />
<h3>
Thoughts on the paper </h3>
The first thing that stood out to me was the first line:<br />"It is a commonly held belief that testing is useless"<br />Commonly held by whom? It isn't a common conception from people in the places I have worked, either developers, project managers or senior managers. It is a fairly sweeping statement to make without a citation.<br /><br /> On a similar note, there was the line:<br />"a short-cut today raises the probability of a low-quality, error-filled solution tomorrow"<br />which got a 'hell yeah' from me. But I realise I have the same problem I've just criticized the writer for. I have no independent study I can point to that supports that statement. Whereas the previous line goes against my experience, therefore grates, this one bolsters my own view points. If I wasn't doing this exercise, I might not have noticed I was falling into the same trap.<br /><br /> Whilst we are on the subject of lines that stand out, in reference to demoing to the customer:<br />"In the classic Scrum approach, the QA team does it." In the classic approach I know, the <i><b>team</b></i> does it.<br /><br /> There are a couple of places I took exception to the wording that was used within the paper. For example, where Software Development is used in such a way that doesn't include testing. That is not development in my mind, that is just programming. Similarly, it talks about testing finished parts of the software. I'm sorry but in my mind, if it hasn't been tested, it is not finished.<br /><br /> It exemplifies just how difficult it is to talk about estimation without referring to time, since it has the line "Our team measures tasks not in hours, but in Story Points", then goes on to talk about how many hours particular task sizes are. Then "the team members provide the customer with real timings for completing each task", which is basically a time estimation.<br /><br /> Before I get onto my biggest issue with the paper, let me reiterate that this is an experience report, so is a description of what Softengi are doing and presumably is working for them. However, just because it works for them does not mean I would recommend this approach to others, and the reasons why are summarized by Pic 1.<br />
<br />
<img alt="" height="379" 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" width="640" /><br /> Everything about this screams that the process is not how I would describe an agile approach, but is in fact a mini-waterfall development process. It is telling that they state "at least 40% of sprint hours should be dedicated to functional testing and stabilization". Note this is specifically the end of the sprint (Bug fixing in last week of sprint. "~40%, if we have a three weeks[sic] Sprint"). And there is a hardening sprint, which to me is a strong indicator that your in sprint testing is lacking something, and is more mini-waterfall. I get the impression they took how they tested and forced that into scrum, rather than adapting how they tested to best fit scrum. I'm not saying it is what happened, but it is the impression I get from this paper.<br />
<h3>
Conclusion</h3>
So is it good? Were someone talking to me about how their company was transitioning to using scrum, and they were having trouble testing within that framework, I would not point them to this paper. I think that sums up my view.Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-61181641623345358322013-07-01T21:48:00.000+01:002013-07-01T21:48:32.128+01:00Some testing funI have been thinking up limericks related to software testing (no, I don't know why, I just was okay?) and thought I'd share them, for what else is the Internet for?<br />
<br />
<br />
I was asked to estimate testing,<br />
I thought they must have been jesting.<br />
I replied with a grin<br />
"How long is some string?"<br />
My notice now they're requesting.<br />
<br />
<br />
I used to write up a strategy,<br />
That would stop people testing erratically.<br />
But the truth now I see it,<br />
Is no-one would read it,<br />
So I stopped documenting my strategy.<br />
<br />
<br />
We know we need automation,<br />
To help us catch a regression.<br />
But it cannot replace,<br />
A sapient test case,<br />
Thought up in an exploratory session.<br />
<br />
<br />
I wanted to better my station,<br />
So looked for certification.<br />
ISTQB<br />
Just wasn't for me,<br />
So I took BBST foundation. <br />
<br />
<br />
You know the advice of James Bach is,<br />
There is no such thing as best practice.<br />
What you should do next,<br />
Depends on your context,<br />
So you had best find out what that is.Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com1tag:blogger.com,1999:blog-1661743485702127519.post-84226661790734674532012-09-22T12:09:00.000+01:002012-09-22T12:09:26.650+01:00Now the Real Work can Begin Something has struck me during my last couple of sprints. I'm not finding obvious bugs.<br />
I've been with my current company about 10 months and during that time the developers have been slowly, but inexorably, building up unit tests and integration tests. We've now hit the point where the fruits of this labour are being shown. <br />
We now have an environment where the <a href="http://testjutsu.com/2012/08/the-testing-dead-part-1/">Testing Dead</a> cannot hide, where a tester can hone skills to an edge and truly thrive. And I do intend to thrive.<br />
<br />
Although I know it wasn't done for me (it was done because we all want our product to be better than even we think it could be), I want to thank the team for getting us to this point. I think we are on the brink of a new era and I am very much looking forward to it.Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com1tag:blogger.com,1999:blog-1661743485702127519.post-56313381564230282152012-05-16T19:04:00.002+01:002014-08-08T11:03:00.665+01:00Debriefing PROOF One of the things we have been keen on implementing at my company is testing debriefs. Our main purpose for these debriefs is to learn from each other, as
opposed to using them as a management tool. We experimented with a couple of techniques, including the session debriefing checklist from session-based testing. This we found a bit too cumbersome for our needs, but we did find that the idea of a standard set of questions was particularly useful. A little digging led us to PROOF:<br />
<br />
<b>Past</b> - What happened?<br />
<b>Results</b> - What did you find?<br />
<b>Obstacles</b> - What issues prevented you testing?<br />
<b>Outlook</b> - What still needs to be done?<br />
<b>Feelings</b> - What do you feel about the testing?<br />
<br />
This set of questions (originally conceived by Jon Bach) we found gave us a good balance between a checklist and a starting point for discussions. <br />
<br />Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-88260808295253637872012-02-09T21:30:00.000+00:002012-02-09T21:30:05.268+00:00Cross-Pollination I've been working in an agile development environment for a couple of months now and a thought has been niggling away in the back of my mind.<br />
One of the ideas that agile raises is the idea that people are not segregated, or purely responsible for their own silos. The most common scenario I have seen is developers helping out testers. But I have not seen the reverse. I've not been asked, when there is a backlog of development work, if there are any cards I can work on.<br />
So here is my question. Are there any testers out there who can and will take on development work if required? I don't mean automating tests, but actively contributing to a products code base.<br />
Personally, I think it is a good idea, especially for cleaning up small issues (e.g. spelling mistakes) where the time it takes to send it back to dev and have someone else do it is longer than just doing it yourself. The biggest problem I can see is that a tester is never going to know the code as well as a dev. Therefore, knowing which activities it is worth you performing may be a bit tricky, but I do believe it is worth trying.Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com5tag:blogger.com,1999:blog-1661743485702127519.post-70318169662616007452012-01-19T21:26:00.001+00:002012-01-19T21:26:52.842+00:00Grab Automation by the Cucumbers In my previous company, we started experimenting with automation. I had fun trying out the various tools and languages that were around, but we finally settled on implementing WATiN (for anyone interested, the others we seriously considered were Selenium and Sahi). I think we settled on the correct framework, but didn't have a good way of creating tests. What I had written was code that would replicate a workflow, but it turned out to be very flaky and not as much use as I'd originally hoped (if anyone from there is reading this, sorry about that).<br />
I have recently moved to a new job, and the automation there is going to be driven using Cucumber, with Watir-Webdriver as the framework. I think that Cucumber will sit very well with me, because the scenarios that are written very much invoke my idea of a test case (Given your application is at some state, When you do something, Then this will happen).<br />
I'm really looking forward to getting stuck in.Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-32453538965862811802012-01-16T08:00:00.000+00:002012-01-16T08:00:04.610+00:00More Time to Test My company has recently announced that it has ended support for IE7. Lets all be thankful for that. Ever since I started testing web applications, I have had one heuristic that has served me well:<br />
<br />
'If it is going to break, it will break in IEx' - the x was originally IE6, then IE7 and now it is IE8.<br />
<br />
The sad thing is, I actually like IE. I preferred the interfaces of 6, 7 and 8 to the minimalist style of Chrome, FF4+ and now IE9. I have used it for years, meaning I had little trouble in finding settings, since I knew the general menu layout as well as the terminology it uses.<br />
But the fact remains that, unless I have specific reason to use another browser for testing, I have to use IE8 because any problems that are in the software that are browser related, are likely to be caused by IE incompatibility than anything else.Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com1tag:blogger.com,1999:blog-1661743485702127519.post-13884541279330023922011-11-03T10:49:00.002+00:002011-11-03T10:49:50.472+00:00Joy of Test There is currently a discussion on the STC site asking <a href="http://www.softwaretestingclub.com/forum/topics/can-software-testing-be-fun">Can Software Testing be Fun?</a> So I decided to share the things about Software Testing that I personally enjoy:<br />
<br />
<strong>Creativity - </strong>I get a lot of fun out of designing and thinking up tests to perform. Exploratory Testing is especially good for this since it involves a very rapid feedback from the test idea to the test result, meaning you can fire test ideas out very quickly.<br />
<br />
<strong>Casual Coding - </strong>I am not a programmer by any means, but I do get enjoyment out of coding, especially when you overcome a particularly tricky problem, but I couldn't sit in front of a screen all day just spitting out code. Testing allows me to get enough coding done to enjoy, but not so much that it wears me out.<br />
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<strong>Community - </strong>There are two parts to this. First, is the community of the people I work with. I have been very lucky to work with a lot of intelligent, articulate and understanding Developers, Project Mangers and, of course, Testers in my time.<br />
Secondly, there is the wider testing community. Membership of the STC has expanded my horizons in the blogs I read, the discussions I have and the people I meet. The community as a whole has shown me many ways in which I can learn more about the craft, as well as feel that I can participate to make it better as well.<br />
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There are of course things I dislike about the job, but that is depressing and not the point of this post.<br />
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So what things do you find enjoyable and fun about testing? Head over to the STC discussion and share. You never know, your enthusiasm may cause somebody to start their own testing career.Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com4tag:blogger.com,1999:blog-1661743485702127519.post-32897385560352837942011-11-02T17:14:00.001+00:002011-11-02T17:14:04.590+00:00Google Vanity I quite often find myself opening a browser window with no intention of actually looking at anything. During one of these moments, staring at the Google.co.uk page with no plans to actually do anything, I was struck with an idea. How many pages into the results will I find the first entry that refers to me?<br />
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I started by searching for this blog, using the words Testing and Chef, without any quotes. 29 pages later and frankly wondering what the hell I was doing continuing with this charade, I found the first reference to this blog.<br />
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Then I tried adding quotes around the words. This was better, with me having a result at the bottom of the first page.<br />
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My final attempt to find the blog was to use testingchef as a single word. This returned the most results, including my twitter profile, but I had to make Google search for what I asked, it deciding that I must have meant to search on Testing and Chef again.<br />
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Lastly, I thought I'd see where my first entry is when using my name. As you can guess, with a name like Andrew Morton there were a lot of results tedious books of royals and other 'celebrities'. I found my first mention on page 8, which happened to be my Software Testing Club profile.<br />
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My plan (assuming I remember) is to repeat this next year and see if the results have dramatically changed.<br />
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I'm so sad.Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-73751981230507814762011-11-02T12:23:00.000+00:002012-01-18T21:59:35.357+00:00Indispensable I believe that one of the signs of a good tester, is somebody who makes the job of software tester indispensable to their company, but does not make themselves indispensable. <br />
Sharing information is key to a testers role. If you find yourself garnering information that is not being shared with others, you probably aren't being an effective tester. With a myriad of quick and easy ways to share information, from wikis and instant messengers, to e-mails and blogs, as well as good old talking to someone, you should have no excuse not to.<br />
Remember as well, if you make yourself indispensable you limit your own chances of moving forward and learning new things because the company cannot afford to have you do anything else. That is not my idea of career satisfaction, but YMMV.Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-79947203162990926102011-10-20T09:58:00.001+01:002011-10-20T09:58:15.246+01:00Do I Join the AST?The last couple of months I have been umming and ahhing about joining the AST. I'm hoping that replies to <a href="http://www.associationforsoftwaretesting.org/2011/10/19/tell-the-world-why-youre-an-ast-member/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+stcfeedcompanies+%28STC+Feeds+-+Companies%29">this</a> will convince me finally, one way or the other.Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-73782495173660331832011-10-17T12:05:00.000+01:002011-10-17T12:05:10.776+01:00More Than Just a Bug Reporter What is the output of testing? Since I believe testing is the act of providing information about the system under test, then the answer is 'Information'. This information can be imparted several ways, the most notable of which is a bug report. It is not the only avenue, nor is it the only information that testers gather. However, I do find that is seems to be the only information that is requested/expected from other project members. If they are only interested in bug reports, this leads to holes in the stakeholders understanding of the system. But what do you do when the people you are supposed to provide information to, do not tell you what information they require?<br />
Leading on from this is the idea that the only time we can give useful information is during the system testing phase of a project. However, many times I have discovered issues with the design of an application that would have been recitfied mcuh earlier if only I was involved with the design phase. What is particularly annoying though, is that in numerous project reviews, it is stated that testers should be invovled earlier, and it is always forgotten/ignored for the next project. And so the cycle continues.<br />
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*Sigh*Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-89030105070606843832011-09-28T15:33:00.000+01:002011-11-11T11:11:35.560+00:00InconsistenciesBeing a bit anal retentive (which is why I refer to myself as a Test Analyst rather than Test Engineer), one of the things I look for when testing software is that there is consistency throughout, e.g. that same colour scheme used, buttons are in the same place between windows and that the grammar is the same.<br />
So you can imagine my annoyance when I noticed this in Blogger's new Stats page:<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi4J5yfW3Cc37y3-WaWl_G0bGLWdertiUaiGkW4hRbODKOjcDlN43DzlaCtoUOOExlGo3ZqZOyX_jQRrI7cR4MpTRnqC16uA6wpEDJhuNVq53AI38EkbvF_1gzCIsWjc6s2tb_GtmfQfRF5/s1600/2011-09-28_1524.png" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" kca="true" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi4J5yfW3Cc37y3-WaWl_G0bGLWdertiUaiGkW4hRbODKOjcDlN43DzlaCtoUOOExlGo3ZqZOyX_jQRrI7cR4MpTRnqC16uA6wpEDJhuNVq53AI38EkbvF_1gzCIsWjc6s2tb_GtmfQfRF5/s1600/2011-09-28_1524.png" /></a></div>
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UPDATE: 11/11/11</div>
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Blogger has made another update and now the words are consistent.</div>
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<br /></div>Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-27166025692118339472011-09-23T12:11:00.000+01:002011-09-23T12:11:40.578+01:00Sharing KnowledgeOne of my colleagues has set up an internal wiki and I decided that this would be a perfect forum with which to note down my knowledge of various systems (particularly the things I have done with the Work Items and Process Templates in Team Foundation Server) and other esoteric knowlegde I have gained thoughout my career, with a view to help others in the company, and especially those testers that will come after me.<br />
The problem I'm having is, since no one has asked me to do this, I have no idea as to what information is going to be useful, or how best to present it to make it clear and informative even if I did.<br />
Which leads the question:<br />
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Is what I'm trying to do actually going to be useful to someone?<br />
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It is an important question, since if this idea falls under YAGNI, should I be spending the effort to do it? So far, the only answer I have to it is that I will probably find it useful, at least to practice being able to put my ideas down into words.<br />
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I'm not sure that is enough, since I have a blog for that sort of thing.Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com0tag:blogger.com,1999:blog-1661743485702127519.post-75542930081280339572011-09-02T10:40:00.004+01:002011-09-08T12:40:21.554+01:00Tracking Testing Efforts Recently, I have been having problems with tracking what testing I have done, since over the last year or so I have moved away from creating test scripts (except for when I believe they are required), and instead deriving tests from various sources as I go. The main output I have is bug reports, but of course they only show what problems you found, not what testing you have done. <br />
My idea then is to purloin the Session report used in <a href="http://www.satisfice.com/sbtm/">SBTM</a> and adapt it for my needs. Our company uses TFS 2010, so I created a new work item that could be used to capture my session information. This means that any bugs raised can be linked to a session allowing me to track what I was thinking when the bug was found, but also the session work items should let me show what I have done whilst testing.<br />
The work item is created and in the system, but I haven't yet run a session. I suspect the weak link in this otherwise damn fine plan, will be my note taking (I've never learned note taking as a skill, to the point where I don't bother taking notepads into meetings, since I know they'll still be blank when it finishes). It relies on the tester being able to note what they are doing, whilst doing it, which can then be read back and understood further down the line. I shall see how it goes, but fully expect it to need further work before I can get it right.<br />
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UPDATE: I have used these session work items for a few days now. I find that I have to try writing notes as I think of things, because otherwise I'll perform the test and if I don't find a bug or issue I won't note that I've done it. Since this defeats the purpose, I'm trying to train myself to add the note, then perform the test.<br />
The proof as to whether it is a suitable use of my time though is going to come when I have to refer back to the sessions, which so far I haven't had to do...Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com1tag:blogger.com,1999:blog-1661743485702127519.post-50766892813130185902011-08-26T10:22:00.000+01:002011-09-02T16:57:59.442+01:00Cardiff STC Meetup WriteupI attended my third Software Testing Club Meetup last night, this one being held in Cardiff. As is usual for these events, I spoke to a lot of interesting people not just testers but recruiters and developers also. I had a conversation about automation is the big thing that companies are looking for, to a developers about testability and test driven development, as well as a number of other software testing activities (e.g. documentation, performance etc).<br />
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There were four lightning talks given, the first given by my friend and organiser of the event, <a href="http://www.boxuk.com/blog/unboxing-watir-webdriver">Sean Robbins</a>. He showed us how to use Watir to run an automation test (in this case, search for something on google and check for results) by using it to run the browser, or by just sending HTTP requests which allows the test to run much faster. Very useful if you do not need to touch the form, which can be very susceptible to breaking your automation test from the smallest of changes.<br />
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The second was presented by a developer, <a href="http://www.fountainhead-solutions.net/">Warren Seymour</a>, who was talking about testability in code. He expanded on the concept of MVC (Model View Controller), which normally is only used serverside, to show how you can use it for client side code as well. He recommened two javascript MVC frameworks, the cunningly titled Javascript MVC and Backbone.js.<br />
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Thirdly, there was a quick overview on performance testing requirements from Vicky Dibble. She made the very reasonable point that a performance requirement cannot be simply 'the page will load in under five seconds', since that is giving no information on user load or considering the simple fact that sometimes, especially with web pages, you just get a slow response without a seeming underlying reason (hence she suggested changing the requirement to '98% of the time, the pages will load in under five seconds'). What she showed that was of particular note, was to use the User Community Modelling Language (UCML) to build up a picture of your systems typical user flows and be able to work out what tests you need to create.<br />
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Lastly, Mark Coakley talked about the issues facing him where they have lots of very old legacy systems that require regression testing, but they are also hiring a lot of new people from outside the business and have to be able to get them up to speed as quickly as possible. What he showed was how they began testing their documentation looking for clairty and accuracy. They then build up a picture for each document with a red, amber, green lisiting for each area they are looking at, which indicates that it is completely wrong (red), wrong but usable (amber) or all ok (green).<br />
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I highly recommend these meetups, so be sure to check the <a href="http://www.meetup.com/SoftwareTestingClub/">Software Testing Club Meetup</a> page for upcoming events and do be sure to attend one. I'm hoping there will be another in Bristol in the next few months and will be sure to ramble on about it here when it does. Andrew Mortonhttp://www.blogger.com/profile/11524180843729499675noreply@blogger.com1