How did 'play' shape the design and experience of creating Serendip-o-matic?

Here are my notes from the Digital Humanities 2014 paper on 'Play as Process and Product' I did with Brian Croxall, Scott Kleinman and Amy Papaelias based on the work of the 2013 One Week One Tool team.

Scott has blogged his notes about the first part of our talk, Brian's notes are posted as '“If hippos be the Dude of Love…”: Serendip-o-matic at Digital Humanities 2014' and you'll see Amy's work adding serendip-o-magic design to our slides throughout our three posts.

I'm Mia, I was dev/design team lead on Serendipomatic, and I'll be talking about how play shaped both what you see on the front end and the process of making it.

How did play shape the process?

The playful interface was a purposeful act of user advocacy – we pushed against the academic habit of telling, not showing, which you see in some form here. We wanted to entice people to try Serendipomatic as soon as they saw it, so the page text, graphic design, 1 – 2 – 3 step instructions you see at the top of the front page were all designed to illustrate the ethos of the product while showing you how to get started.

How can a project based around boring things like APIs and panic be playful? Technical decision-making is usually a long, painful process in which we juggle many complex criteria. But here we had to practice 'rapid trust' in people, in languages/frameworks, in APIs, and this turned out to be a very freeing experience compared to everyday work.
Serendip-o-matic_ Let Your Sources Surprise You.png
First, two definitions as background for our work…

Just in case anyone here isn't familiar with APIs, APIs are a set of computational functions that machines use to talk to each other. Like the bank in Monopoly, they usually have quite specific functions, like taking requests and giving out information (or taking or giving money) in response to those requests. We used APIs from major cultural heritage repositories – we gave them specific questions like 'what objects do you have related to these keywords?' and they gave us back lists of related objects.
2013-08-01 10.14.45.jpg
The term 'UX' is another piece of jargon. It stands for 'user experience design', which is the combination of graphical, interface and interaction design aimed at making products both easy and enjoyable to use. Here you see the beginnings of the graphic design being applied (by team member Amy) to the underlying UX related to the 1-2-3 step explanation for Serendipomatic.

Feed.

serendipomatic_presentation p9.png
The 'feed' part of Serendipomatic parsed text given in the front page form into simple text 'tokens' and looked for recognisable entities like people, places or dates. There's nothing inherently playful in this except that we called the system that took in and transformed the text the 'magic moustache box', for reasons lost to time (and hysteria).

Whirl.

These terms were then mixed into database-style queries that we sent to different APIs. We focused on primary sources from museums, libraries, archives available through big cultural aggregators. Europeana and the Digital Public Library of America have similar APIs so we could get a long way quite quickly. We added Flickr Commons into the list because it has high-quality, interesting images and brought in more international content. [It also turns out this made it more useful for my own favourite use for Serendipomatic, finding slide or blog post images.] The results are then whirled up so there's a good mix of sources and types of results. This is the heart of the magic moustache.

Marvel.

User-focused design was key to making something complicated feel playful. Amy's designs and the Outreach team work was a huge part of it, but UX also encompasses micro-copy (all the tiny bits of text on the page), interactions (what happened when you did anything on the site), plus loading screens, error messages, user documentation.

We knew lots of people would be looking at whatever we made because of OWOT publicity; you don't get a second shot at this so it had to make sense at a glance to cut through social media noise. (This also meant testing it for mobiles and finding time to do accessibility testing – we wanted every single one of our users to have a chance to be playful.)


Without all this work on the graphic design – the look and feel that reflected the ethos of the product – the underlying playfulness would have been invisible. This user focus also meant removing internal references and in-jokes that could confuse people, so there are no references to the 'magic moustache machine'. Instead, 'Serendhippo' emerged as a character who guided the user through the site.

moustache.png But how does a magic moustache make a process playful?

magicmoustachediagram.jpgThe moustache was a visible signifier of play. It appeared in the first technical architecture diagram – a refusal to take our situation too seriously was embedded at the heart of the project. This sketch also shows the value of having a shared physical or visual reference – outlining the core technical structure gave people a shared sense of how different aspects of their work would contribute to the whole. After all, if there aren't any structure or rules, it isn't a game.

This playfulness meant that writing code (in a new language, under pressure) could then be about making the machine more magic, not about ticking off functions on a specification document. The framing of the week as a challenge and as a learning experience allowed a lack of knowledge or the need to learn new skills to be a challenge, rather than a barrier. My role was to provide just enough structure to let the development team concentrate on the task at hand.

In a way, I performed the role of old-fashioned games master, defining the technical constraints and boundaries much as someone would police the rules of a game. Previous experience with cultural heritage APIs meant I was able to make decisions quickly rather than letting indecision or doubt become a barrier to progress. Just as games often reduce complex situations to smaller, simpler versions, reducing the complexity of problems created a game-like environment.

UX matters


Ultimately, a focus on the end user experience drove all the decisions about the backend functionality, the graphic design and micro-copy and how the site responded to the user.

It's easy to forget that every pixel, line of code or text is there either through positive decisions or decisions not consciously taken. User experience design processes usually involve lots of conversation, questions, analysis, more questions, but at OWOT we didn't have that time, so the trust we placed in each other to make good decisions and in the playful vision for Serendipomatic created space for us to focus on creating a good user experience. The whole team worked hard to make sure every aspect of the design helps people on the site understand our vision so they can get with exploring and enjoying Serendipomatic.

Some possible real-life lessons I didn't include in the paper

One Week One Tool was an artificial environment, but here are some thoughts on lessons that could be applied to other projects:

  • Conversations trump specifications and showing trumps telling; use any means you can to make sure you're all talking about the same thing. Find ways to create a shared vision for your project, whether on mood boards, technical diagrams, user stories, imaginary product boxes. 
  • Find ways to remind yourself of the real users your product will delight and let empathy for them guide your decisions. It doesn't matter how much you love your content or project, you're only doing right by it if other people encounter it in ways that make sense to them so they can love it too (there's a lot of UXy work on 'on-boarding' out there to help with this). User-centred design means understanding where users are coming from, not designing based on popular opinion.you can use tools like customer journey maps to understand the whole cycle of people finding their way to and using your site (I guess I did this and various other UXy methods without articulating them at the time). 
  • Document decisions and take screenshots as you go so that you've got a history of your project – some of this can be done by archiving task lists and user stories. 
  • Having someone who really understands the types of audiences, tools and materials you're working with helps – if you can't get that on your team, find others to ask for feedback – they may be able to save you lots of time and pain.
  • Design and UX resources really do make a difference, and it's even better if those skills are available throughout the agile development process.

'Bringing maker culture to cultural organisations' at VALA2014

I've just spent a week in Melbourne (my home town, awww) for VALA2014. VALA is about 'libraries, technology and the future' and the conference theme for 2014 was 'streaming with possibilities'. Kim Tairi's briefing (as Chair of the VALA2014 Conference Programme Committee) included the phrases 'stories that will ignite, challenge and excite our audience' and 'don’t be afraid to be controversial or push the boundaries', which was a brilliant challenge and turned out to be a great introduction to the ethos of the conference.

Image by Con Wiebrands 萬事如意 @flexnib

My keynote was on 'Bringing maker culture to cultural organisations'. From my abstract: Should museums, libraries and archives be places for looking at old stuff other people have made, or could they also be places where new creations are inspired and made? If making – writing, designing, building – is the deepest level of engagement with heritage and culture, how can memory institutions avoid the comforting but deadly trap of broadcasting at the public and instead create spaces for curating, creating or conversing with them? Somehow that meant a romp through banana pianos, the link between knitting and historic newspapers, why I like coding, the value of tinkering, secret shoppers and the fact that everyone is a maker of some sort (or was in the past).

Update: videos of the keynotes are now available online! I haven't watched any cos I don't have the Silverlight. I'd recommend them all, but I'm particularly looking forward to re-watching Gene Tan and Matt Finch's keynotes.

I'm sharing my slides below, but Slideshare seems to have stopped including the speaker notes so they're best viewed in conjunction with either of the two blog posts about my keynote that appeared with impressive speed or the tweets from my session. I've storified the tweets at Tweets from keynote 'Bringing maker culture to cultural organisations' at VALA14 – the audience did a fantastic job of summarising my speech, adding their own questions and comments, and sharing links to the sites and projects I mentioned. Yay, librarians! The two posts are Deborah '@deborahfitchett' Fitchett's Bringing maker culture to cultural organisations and Richard '@penanghill' Hayward's Mia Ridge on the Maker Movement (on an unrelated-but-home town note, Richard was my boss many, many years ago!).
 

Bringing maker culture to cultural organisations from Mia

Huge thanks to the organisers for the invitation to speak, to the conference staff for making everything run so smoothly, to the other keynotes for their inspiration and to the attendees for being such good sports.

So we made a thing. Announcing Serendip-o-matic at One Week, One Tool

So we made a thing. And (we think) it's kinda cool! Announcing Serendip-o-matic http://t.co/mQsHLqf4oX #OWOT
— Mia (@mia_out) August 2, 2013

Source code at GitHub Serendipomatic – go add your API so people can find your stuff! Check out the site at serendipomatic.org.

Update: and already we've had feedback that people love the experience and have found it useful – it's so amazing to hear this, thank you all! We know it's far from perfect, but since the aim was to make something people would use, it's great to know we've managed that:

Congratulations @mia_out and the team of #OWOT for http://t.co/cNbCbEKlUf Already try it & got new sources about a Portuguese King. GREAT!!!
— Daniel Alves (@DanielAlvesFCSH) August 2, 2013

Update from Saturday morning – so this happened overnight:

Cool, Serendipmatic cloned and local dev version up and running in about 15 mins. Now to see about adding Trove to the mix. #owot
— Tim Sherratt (@wragge) August 3, 2013

And then this:

Just pushed out an update to http://t.co/uM13iWLISU — now includes Trove content! #owot
— RebeccaSuttonKoeser (@suttonkoeser) August 3, 2013

From the press release: One Week | One Tool Team Launches Serendip-o-matic

serendip-o-maticAfter five days and nights of intense collaboration, the One Week | One Tool digital humanities team has unveiled its web application: Serendip-o-matic <http://serendipomatic.org>. Unlike conventional search tools, this “serendipity engine” takes in any text, such as an article, song lyrics, or a bibliography. It then extracts key terms, delivering similar results from the vast online collections of the Digital Public Library of America, Europeana, and Flickr Commons. Because Serendip-o-matic asks sources to speak for themselves, users can step back and discover connections they never knew existed. The team worked to re-create that moment when a friend recommends an amazing book, or a librarian suggests a new source. It’s not search, it’s serendipity.

Serendip-o-matic works for many different users. Students looking for inspiration can use one source as a springboard to a variety of others. Scholars can pump in their bibliographies to help enliven their current research or to get ideas for a new project. Bloggers can find open access images to illustrate their posts. Librarians and museum professionals can discover a wide range of items from other institutions and build bridges that make their collections more accessible. In addition, millions of users of RRCHNM’s Zotero can easily run their personal libraries through Serendip-o-matic.
Serendip-o-matic is easy to use and freely available to the public. Software developers may expand and improve the open-source code, available on GitHub. The One Week | One Tool team has also prepared ways for additional archives, libraries, and museums to make their collections available to Serendip-o-matic. 

Highs and lows, day four of OWOT

If you'd asked me at 6pm, I would have said I'd have been way too tired to blog later, but it also felt like a shame to break my streak at this point. Today was hard work and really tiring – lots to do, lots of finicky tech issues to deal with, some tricky moments to work through – but particularly after regrouping back at the hotel, the dev/design team powered through some of the issues we'd butted heads against earlier and got some great work done.  Tomorrow will undoubtedly be stressful and I'll probably triage tasks like mad but I think we'll have something good to show you.

As I left the hotel this morning I realised an intense process like this isn't just about rapid prototyping – it's also about rapid trust. When there's too much to do and barely any time for communication, let alone  checking someone else's work, you just have to rely on others to get the bits they're doing right and rely on goodwill to guide the conversation if you need to tweak things a bit.  It can be tricky when you're working out where everyone's sense of boundaries between different areas are as you go, but being able to trust people in that way is a brilliant feeling. At the end of a long day, I've realised it's also very much about deciding which issues you're willing to spend time finessing and when you're happy to hand over to others or aim for a first draft that's good enough to go out with the intention to tweak if it you ever get time. I'd asked in the past whether a museum's obsession with polish hinders innovation so I can really appreciate how freeing it can be to work in an environment where to get a product that works, let alone something really good, out in the time available is a major achievement.

Anyway, enough talking. Amrys has posted about today already, and I expect that Jack or Brian probably will too, so I'm going to hand over to some tweets and images to give you a sense of my day. (I've barely had any time to talk to or get to know the Outreach team so ironically reading their posts has been a lovely way to check in with how they're doing.)

Our GitHub repository punch card report tells the whole story of this week – from nothing to huge levels of activity on the app code

I keep looking at the #OWOT commits and clapping my hands excitedly. I am a great. big. dork.
— Mia (@mia_out) August 1, 2013

OH at #owot 'I just had to get the hippo out of my system' (More seriously, so exciting to see the design work that's coming out!)
— Mia (@mia_out) August 1, 2013

OH at #OWOT 'I'm not sure JK Rowling approves of me'. Also, an earlier unrelated small round of applause. Progress is being made.
— Mia (@mia_out) August 1, 2013

#OWOT #owotleaks it turns out our mysterious thing works quite well with song lyrics.
— Mia (@mia_out) August 1, 2013

Halfway through. Day three of OWOT.

Crikey. Day three. Where do I start?

We've made great progress on our mysterious tool. And it has a name! Some cool design motifs are flowing from that, which in turn means we can really push the user experience design issues over the next day and a half (though we've already been making lots of design decisions on the hoof so we can keep dev moving). The Outreach team have also been doing some great communications work, including a Press Release and have lots more in the pipeline. The Dev/Design team did a demo of our work for the Outreach team before dinner – there are lots of little things but the general framework of the tool works as it should – it's amazing how far we've come since lunchtime yesterday.  We still need to do a full deployment (server issues, blah blah), and I'll feel a lot better when we've got that process working and then running smoothly, so that we can keep deploying as we finish major features up to a few hours before launch rather than doing it at the end in a mad panic. I don't know how people managed code before source control – not only does Github manage versions for it, it makes pulling in code from different people so much easier.

There's lots to tackle on many different fronts, and it may still end up in a mad rush at the end, but right now, the Dev/Design team is humming along. I've been so impressed with the way people have coped with some pretty intense requirements for working with unfamiliar languages or frameworks, and with high levels of uncertainty in a chaotic environment.  I'm trying to keep track of things in Github (with Meghan and Brian as brilliant 'got my back' PMs) and keep the key current tasks on a whiteboard so that people know exactly what they need to be getting done at any time. Now that the Outreach team have worked through the key descriptive texts, name and tagline we'll need to coordinate content production – particularly documentation, microcopy to guide people through the process – really closely, which will probably get tricky as time is short and our tasks are many, but given the people gathered together for OWOT, I have faith that we'll make it work.


Things I have learnt today: despite two years working on a PhD in digital humanities/digital history, I still have a brain full of technical stuff – it's a relief to realise it hasn't atrophied through lack of use. I've also realised how much the work I've done designing workshops and teaching since starting my PhD have fed into how I work with teams, though it's hard right now to quantify exactly *how*. Finally, it's re-affirmed just how much I like making things – but also that it's important to make those things in the company of people who are scholarly (or at least thoughtful) about subjects beyond tech and inter-disciplinary, and ideally to make things that engage the public as well as researchers. As the end of my PhD approaches, it's been really useful to step back into this world for a week, and I'll definitely draw on it when figuring out what to do after the PhD. If someone could just start a CHNM in the UK, I'd be very happy.

I still can't tell you what we're making, but I *can* tell you that one of these photos in this post contains a clue (and they all definitely have nothing to do with mild lightheadedness at the end of a long day).

And so it begins: day two of OWOT

Day two of One Week, One Tool. We know what we're making, but we're not yet revealing exactly what it is. (Is that mean? It's partly a way of us keeping things simple so we can focus on work.) Yesterday (see Working out what we're doing: day one of One Week, One Tool) already feels like weeks ago, and even this morning feels like a long time ago. I can see that my posts are going to get less articulate as the week goes on, assuming I keep posting. I'm not sure how much value this will have, but I suppose it's a record of how fast you can move in the right circumstances…

We spent the morning winnowing the ideas we'd put up for feedback on overnight down from c12 to 4, then 3, then 2, then… It's really hard killing your darlings, and it's also difficult choosing between ideas that sound equally challenging or fun or worthy. There was a moment when we literally wiped ideas that had been ruled out from the whiteboard, and it felt oddly momentous. In the end, the two final choices both felt like approaches to the same thing – perhaps because we'd talked about them for so long that they started to merge (consciously or not) or because they both fell into a sweet spot of being accessible to a wide audience and had something to do with discovering new things about your research (which was the last thing I tweeted before we made our decision and decided to keep things in-house for a while).  Finally, eventually, we had enough of a critical mass behind one idea to call it the winner.

Personally, our decision only started to feel real as we walked back from lunch – our task was about to get real.  It's daunting but exciting. Once back in the room, we discussed the chosen idea a bit more and I got a bit UX/analysty and sketched stuff on a whiteboard. I'm always a bit obsessed with sketching as a way to make sure everyone has a more concrete picture (or shared mental model) of what the group is talking about, and for me it also served as a quick test of the technical viability of the idea. CHNM's Tom Scheinfeldt then had the unenviable task of corralling/coaxing/guiding us into project management, dev/design and outreach teams. Meghan Frazer and Brian Croxall are project managing, I'm dev/design team lead, with Scott Kleinman, Rebecca Sutton Koeser, Amy Papaelias, Eli Rose, Amanda Visconti and Scott Williams (and in the hours since then I have discovered that they all rock and bring great skills to the mix), and Jack Dougherty is leading the outreach team of Ray Palin and Amrys Williams in their tasks of marketing, community development, project outreach, grant writing, documentation. Amrys and Ray are also acting as user advocates and they've all contributed user stories to help us clarify our goals. Lots of people will be floating between teams, chipping in where needed and helping manage communication between teams.

The Dev/Design team began with a skills audit so that we could figure out who could do what on the front- and back-end, which in turn fed into our platform decision (basically PHP or Python, Python won), then a quick list of initial tasks that would act as further reality checks on the tool and our platform choice. The team is generally working in pairs on parallel tasks so that we're always moving forward on the three main functional areas of the tool and to make merging updates on github simpler. We're also using existing JavaScript libraries and CSS grids to make the design process faster. I then popped over to the Outreach team to check in with the descriptions and potential user stories they were discussing. Meghan and Brian got everyone back together at the end of the day, and the dev/design team had a chance to feed back on the outreach team's work (which also provided a very ad hoc form of requirements elicitation but it started some important conversations that further shaped the tool). Then it was back over to the hotel lobby where we planned to have a dev/design team meeting before dinner, but when two of our team were kidnapped by a shuttle driver (well, sorta) we ended up working through some of the tasks for tomorrow. We're going to have agile-style stand-up meetings twice a day, with the aim to give people enough time to get stuck into tasks while still keeping an eye on progress with a forum to help deal with any barriers or issues. Some ideas will inevitably fall by the wayside, but because the OWOT project is designed to run over a year, we can put ideas on a wishlist for future funded development, leave as hooks for other developers to expand on, or revisit once we're back home. In hack day mode I tend to plan so that there's enough working code that you have something to launch, then go back and expand features in the code and polish the UX with any time left. Is this the right approach here? Time will tell.

#owot dev team is hard at work. #fb pic.twitter.com/Zj5PW0Kj2a
— Brian Croxall (@briancroxall) July 31, 2013

Working out what we're doing: day one of One Week, One Tool

Hard at work in The Well

I'm sitting in a hotel next to the George Mason University's Fairfax campus with a bunch of people I (mostly) met last night trying to work out what tool we'll spend the rest of the week building. We're all here for One Week, One Tool, a 'digital humanities barn raising' and our aim is to launch a tool for a community of scholarly users by Friday evening. The wider results should be some lessons about rapidly developing scholarly tools, particularly building audience-focused tools, and hopefully a bunch of new friendships and conversations, and in the future, a community of users and other developers who might contribute code. I'm particularly excited about trying to build a 'minimum viable product' in a week, because it's so unlike working in a museum. If we can keep the scope creep in check, we should be able to build for the most lightweight possible interaction that will let people use our tool while allowing room for the tool to grow according to uses.

We met up last night for introductions and started talking about our week. I'm blogging now in part so that we can look back and remember what it was like before we got stuck into building something – if you don't capture the moment, it's hard to retrieve. The areas of uncertainty will reduce each day, and based on my experience at hack days and longer projects, it's often hard to remember how uncertain things were at the start.

Are key paradoxes of #owot a) how we find a common end user, b) a common need we can meet and c) a common code language/framework?
— Mia (@mia_out) July 29, 2013

Meghan herding cats to get potential ideas summarised

Today we heard from CHNM team members Sharon Leon on project management, Sheila Brennan on project outreach and Patrick Murray-John on coding and then got stuck into the process of trying to figure out what on earth we'll build this week. I don't know how others felt but by lunchtime I felt super impatient to get started because it felt like our conversations about how to build the imaginary thing would be more fruitful when we had something concrete-ish to discuss. (I think I'm also used to hack days, which are actually usually weekends, where you've got much less time to try and build something.) We spent the afternoon discussing possible ideas, refining them, bouncing up and down between detail, finding our way through different types of jargon, swapping between problem spaces and generally finding our way through the thicket of possibilities to some things we would realistically want to make in the time. We went from a splodge of ideas on a whiteboard to more structured 'tool, audience, need' lines based on agile user stories, then went over them again to summarise them so they'd make sense to people viewing them on ideascale.

#owotleaks #owot – we're building a tool that converts whiteboard brainstorming notes into fully developed applications
— Jack Dougherty (@DoughertyJack) July 29, 2013

So now it's over to you (briefly). We're working out what we should build this week, and in addition to your votes, we’d love you to comment on two specific things:

  • How would a suggested tool change your work? 
  • Do you know of similar tools (we don’t want to replicate existing work)?
So go have a look at the candidate ideas at http://oneweekonetool.ideascale.com and let us know what you think. It's less about voting than it is about providing more context for ideas you like, and we'll put all the ideas through a reality check based on whether it has identifiable potential users and whether we can build it in a few days. We'll be heading out to lunch tomorrow (Viriginia time) with a decision, so it's a really short window for feedback: 10am American EST. (If it's any consolation, it's a super-short window for us building it too.)

Update Tuesday morning: two other participants have written posts, so go check them out! Amanda Visconti's Digital Projects from Start to Finish: DH Mentorship from One Week One Tool (OWOT), Brian Croxall's Day 1 of OWOT: Check Your Ego at the Door and Jack Dougherty's Learning Moments at One Week One Tool 2013, Day 1.

Performance testing and Agile – top ten tips from Thoughtworks

I've got a whole week and a bit off uni (though of course I still have my day job) and I got a bit over-excited and booked two geek talks (and two theatre shows). This post is summarising a talk on Top ten secret weapons for performance testing in an agile environment, organised by the BCS's SPA (software practice advancement) group with Patrick Kua from ThoughtWorks.

His slides from an earlier presentation are online so you may prefer just to head over and read them.

[My perspective: I've been thinking about using Agile methodologies for two related projects at work, but I'm aware of the criticisms from a requirements engineering perspective that doesn't deal with non-functional requirements (i.e. not requirements about what a system does, but how it does it and the qualities it has – usability, security, performance, etc) and of the problems integrating graphic and user experience design into agile processes (thanks in part to an excellent talk @johannakoll gave at uni last term.  Even if we do the graphic and user experience design a cycle or two ahead, I'm also not sure how it would work across production teams that span different departments – much to think about.

Wednesday's talk did a lot to answer my own questions about how to integrate non-functional requirements into agile projects, and I learned a lot about performance testing – probably about time, too. It was intentionally about processes rather than tools, but JMeter was mentioned a few times.]

1. Make performance explicit.
Make it an explicit requirement upfront and throughout the process (as with all non-functional requirements in agile).
Agile should bring the painful things forward in the process.

Two ways: non-functional requirements can be dotted onto the corner of the story card for a functional requirement, or give them a story card to themselves, and manage them alongside the stories for the functional requirements.  He pointed out that non-functional requirements have a big effect on architecture, so it's important to test assumptions early.

[I liked their story card format: So that [rationale] as [person or role] I want [natural language description of the requirement].]

2. One team.
Team dynamics are important – performance testers should be part of the main team. Products shouldn't just be 'thrown over the wall'. Insights from each side help the other. Someone from the audience made a comment about 'designing for testability' – working together makes this possible.

Bring feedback cycles closer together. Often developers have an insight into performance issues from their own experience – testers and developers can work together to triangulate and find performance bottlenecks.

Pair on performance test stories – pair a performance tester and developer (as in pair programming) for faster feedback. Developers will gain testing expertise, so rotate pairs as people's skills develop.  E.g. in a team of 12 with 1 tester, rotate once a week or fortnight.  This also helps bring performance into focus through the process.

3. Customer driven
Customer as in end user, not necessarily the business stakeholder.  Existing users are a great source of requirements from the customers' point of view – identify their existing pain points.  Also talk to marketing people and look at usage forecasts.

Use personas to represent different customers or stakeholders. It's also good to create a persona for someone who wants to bring the site down – try the evil hat.

4. Discipline
You need to be as disciplined and rigorous as possible in agile.  Good performance testing needs rigour.

They've come up with a formula:
Observe test results – what do you see? Be data driven.
Formulate hypothesis – why is it doing that?
Design an experiment – how can I prove that's what's happening? Lightweight, should be able to run several a day.
Run experiment – take time to gather and examine evidence
Is hypothesis valid? If so –
Change application code

Like all good experiments, you should change only one thing at a time.

Don't panic, stay disciplined.

5. Play performance early
Scheduling around iterative builds makes it more possible. A few tests during build is better than a block at the end.  Automate early.

6. Iterate, Don't (Just) Increment
Fishbone structure – iterate and enhance tests as well as development.

Sashimi slicing is another technique.  Test once you have an end-to-end slice.

Slice by presentation or slice by scenario.
Use visualisations to help digest and communicate test results. Build them in iterations too. e.g. colour to show number of http requests before get error codes. If slicing by scenario, test by going through a whole scenario for one persona.

7. Automate, automate, automate.
It's an investment for the future, so the amount of automation depends on the lifetime of the project and its strategic importance.  This level of discipline means you don't waste time later.

Automated compilation – continuous integration good.
Automated tests
Automated packaging
Automated deployment [yes please – it should be easy to get different builds onto an environment]
Automated test orchestration – playing with scenarios, put load generators through profiles.
Automated analysis
Automated scheduling – part of pipeline. Overnight runs.
Automated result archiving – can check raw output if discover issues later

Why automate? Reproducible and constant; faster feedback; higher productivity.
Can add automated load generation e.g. JMeter, which can also run in distributed agent mode.
Ideally run sanity performance tests for show stoppers at the end of functional tests, then a full overnight test.

8. Continuous performance testing
Build pipeline.
Application level – compilation and test units; functional test; build RPM (or whatever distribution thingy).
Into performance level – 5 minute sanity test; typical day test.

Spot incremental performance degradation – set tests to fail if the percentage increase is too high.

9. Test drive your performance test code
Hold it to the same level of quality as production code. TDD useful. Unit test performance code to fail faster. Classic performance areas to unit test: analysis, presentation, visualisation, information collecting, publishing.

V model of testing – performance testing at top righthand edge of the V.

10. Get feedback.
Core of agile principles.
Visualisations help communicate with stakeholders.
Weekly showcase – here's what we learned and what we changed as a result – show the benefits of on-going performance testing.

General comments from Q&A: can do load generation and analyse session logs of user journeys. Testing is risk migitation – can't test everything. Pairing with clients is good.

In other news, I'm really shallow because I cheered on the inside when he said 'dahta' instead of 'dayta'. Accents FTW! And the people at the event seemed nice – I'd definitely go to another SPA event.

What would you create with public (UK) information?

Show Us a Better Way want to know, and if your idea is good they might give you £20,000 to develop it to the next level.

Do you think that better use of public information could improve health, education, justice or society at large?

The UK Government wants to hear your ideas for new products that could improve the way public information is communicated.

Importantly, you don't need to be a geek:

You don't have to have any technical knowledge, nor any money, just a good idea, and 5 minutes spare to enter the competition.

And they've made "gigabytes of new or previously invisible public information" available for the project, including health, crime and education data (but no personal information).

If you are bored…

…you could go and read some of the blogs listed in the ComputerWeekly.com IT Blog Awards 08.

If you like this blog, you could vote for it in the Programming and technical blogs category, but given how good some of the other blogs are, I certainly don't expect you to!

On the other hand, if you've really got time to be bored, maybe you could figure out the best way for a one-programmer (i.e. me*) project to store and publish layers of user-generated content on top of data drawn from APIs. KTHXBAI!

* More about that project soon when I report on the mashed museum day – I'd love other programmers to join me.