The End Of Architecting Systems

This week, I spent time at companies building fabulously complex systems operating in even more complex ecosystems. It is clear that the business leaders as well as the technologists in these companies are struggling with managing the complexity of the systems that they are selling to customers. Whether it is telecommunications, automotive, healthcare or any other industry, we clearly are reaching the limits of what humans can manage from an intellectual capability perspective.

At the same time, during this week, I also got to spend time with my friends at Peltarion, which provides platform for what we call “operational AI”. When exploring the outstanding progress that we’re making using machine learning systems in general and deep learning systems specifically, it is clear that these systems are not “built” or “architected”, but rather “grown”. The problems these systems solve are so complex that “designing” solutions is not possible or prohibitively expensive.

As one approach, the field of complex systems and chaos theory has been around for a long time and everyone knows the story of the butterfly in Australia causing a hurricane off the coast of Florida. Rather than claiming that it is impossible to make any statements about complex systems, my main concern is that it is difficult to make accurate predictive statements about the behavior of complex systems because of nonlinear relations between inputs and outputs, feedback loops and emergent behavior in systems.

The interesting observation is that almost all our processes in companies, in industries and society as a whole are organized based on the principle that we can design and architect systems in a top-down fashion and that we are able to predict the implications of design decisions. For instance, in the certification community, the use of deep learning systems is considered to be highly suspect precisely because we can’t explain and predict the behavior of the system, especially for input data that is outside the scope of the training data. Similarly, many laws proposed by governments provide a specific, prescriptive solution to a specific issue but frequently fail to accomplish the desired outcome due to complex system behaviors.

The solution to this challenge is to focus on the desired outcomes rather than specific solutions. Once we’re clear on what we’re looking to accomplish in precise, measurable terms, it becomes much easier to experiment with different solutions in order to evaluate which of the proposed approaches result in the desired outcomes and which fail to do so. And this experimentation can be done by humans, as is the case with A/B/n experiments in, for instance, SaaS companies or through the use of machine learning algorithms when the data is available and training and validation can be conducted without negative side effects.

The final concern that I want to raise is that many companies lack a clear, explicit description of the desired outcomes. Many companies talk about system performance and customer value, but few provide the necessary specificity for it to mean something. For instance, how does the average throughput for the entire customer base and the response time for individual customers compare. Or what is the right balance between security and usability? For us to grow systems through experimentation and trial-and-error, we need to know and precisely define what constitutes “better”. And we need to know what are the guardrail metrics that can’t be violated. Once we have that, we can use different approaches to creating systems.

Concluding, in many industries we are reaching the limits of the complexity that humans can intellectually manage and it is important to change our perspective from the top-down architected and designed system to the complex (eco-)system viewpoint where the consequences of our decisions are not obvious and we need to experiment our way forward through, potentially, multiple trials to achieve the outcomes that we look for. It is time to explore growing rather than building systems.

To get more insights earlier, sign up for my mailing list at jan@janbosch.com or follow me on janbosch.com/blog, LinkedIn (linkedin.com/in/janbosch) or Twitter (@JanBosch).

399 thoughts on “The End Of Architecting Systems

  1. It is appropriate time to make some plans for the long run and it’s time to be happy.
    I have read this put up and if I could I wish to recommend you some
    attention-grabbing things or tips. Maybe you could write next articles regarding this article.
    I desire to learn more issues approximately it!

    Reply
  2. First off I want to say awesome blog! I had a quick question that I’d like to ask if you do not mind.
    I was curious to find out how you center yourself and clear your head prior to writing.

    I’ve had trouble clearing my mind in getting my ideas out there.
    I truly do enjoy writing but it just seems like the first 10
    to 15 minutes tend to be lost simply just trying to figure out how to begin. Any suggestions or hints?

    Thank you!

    Reply
  3. Greetings from Colorado! I’m bored at work so I decided to check out your site on my iphone during lunch break.
    I really like the knowledge you provide here and can’t wait to take a
    look when I get home. I’m surprised at how fast your blog loaded on my
    cell phone .. I’m not even using WIFI, just 3G ..
    Anyhow, good blog!

    Reply
  4. You really make it seem really easy with your presentation however I
    in finding this topic to be actually something that I feel I’d never understand.

    It seems too complex and extremely huge for me.
    I’m taking a look ahead to your next put up, I will try to get the grasp of it!

    Reply
  5. I’m really enjoying the design and layout of your website.

    It’s a very easy on the eyes which makes it much more enjoyable for me to come here
    and visit more often. Did you hire out a designer to
    create your theme? Fantastic work!

    Reply
  6. Howdy would you mind stating which blog
    platform you’re using? I’m looking to start my own blog
    soon but I’m having a hard time deciding between BlogEngine/Wordpress/B2evolution and Drupal.

    The reason I ask is because your layout seems different then most blogs and I’m looking for something completely
    unique. P.S Sorry for being off-topic but I
    had to ask!

    Reply
  7. Greetings from Carolina! I’m bored to death at work so I decided to check out your website on my iphone during lunch break.
    I enjoy the info you provide here and can’t wait to take a look when I get
    home. I’m surprised at how fast your blog loaded on my cell phone ..
    I’m not even using WIFI, just 3G .. Anyhow, awesome blog!

    Reply
  8. Hello, I think your site might be having web browser compatibility problems.
    When I take a look at your website in Safari,
    it looks fine but when opening in Internet Explorer, it’s got some
    overlapping issues. I simply wanted to provide you with a quick heads up!
    Apart from that, fantastic website!

    Reply
  9. First off I would like to say fantastic blog! I had a quick question in which I’d like to ask
    if you don’t mind. I was interested to find out how you center yourself and clear
    your thoughts before writing. I’ve had trouble clearing
    my mind in getting my ideas out there. I do enjoy writing but it
    just seems like the first 10 to 15 minutes are usually wasted just trying
    to figure out how to begin. Any ideas or hints? Kudos!

    Reply
  10. Heya are using WordPress for your blog platform? I’m new to the blog
    world but I’m trying to get started and create
    my own. Do you need any html coding expertise to make your own blog?
    Any help would be greatly appreciated!

    Reply
  11. Have you ever considered creating an ebook or guest authoring on other blogs?
    I have a blog based on the same information you
    discuss and would really like to have you share some stories/information. I know my audience would enjoy
    your work. If you are even remotely interested, feel free to shoot me an e-mail.

    Reply
  12. Hello there, I found your website by the use of Google whilst
    searching for a comparable matter, your web site came up,
    it seems good. I’ve bookmarked it in my google bookmarks.

    Hi there, just changed into aware of your blog thru Google, and located that it’s truly informative.
    I’m gonna be careful for brussels. I will appreciate for those who proceed this in future.
    A lot of folks will likely be benefited from your writing.
    Cheers!

    Reply
  13. I am curious to find out what blog system you happen to be working with?
    I’m experiencing some minor security problems with my latest site and I would like
    to find something more safe. Do you have any suggestions?

    Reply
  14. Hmm is anyone else having problems with the images on this blog loading?
    I’m trying to find out if its a problem on my end or if it’s the blog.
    Any suggestions would be greatly appreciated.

    Reply
  15. Hello, Neat post. There’s an issue together with your website in internet explorer, might test this?

    IE still is the market chief and a huge component to other people will miss
    your excellent writing because of this problem.

    Reply
  16. I don’t even understand how I ended up here, however I assumed this put up used to be great.
    I don’t realize who you’re but certainly you’re going to a well-known blogger
    should you aren’t already. Cheers!

    Reply
  17. Howdy! I know this is kinda off topic but I’d figured I’d ask.
    Would you be interested in exchanging links or maybe guest authoring a
    blog post or vice-versa? My website discusses a lot of the same topics as yours
    and I think we could greatly benefit from each other.

    If you happen to be interested feel free to shoot me an email.
    I look forward to hearing from you! Excellent blog
    by the way!

    Reply
  18. Hello there! I could have sworn I’ve visited this site before but after browsing through a few of
    the articles I realized it’s new to me. Regardless, I’m definitely delighted I came across it and I’ll be
    book-marking it and checking back often!

    Reply
  19. Its like you read my mind! You appear to understand so much about this, such as you wrote the guide in it or something.
    I think that you could do with a few percent to power the message house a little bit, however instead of that, that is excellent blog.
    An excellent read. I will certainly be back.

    Reply
  20. Have you ever considered about adding a little bit more than just your articles?
    I mean, what you say is fundamental and everything.
    Nevertheless think of if you added some great graphics or video clips to give your posts more,
    “pop”! Your content is excellent but with images and video clips, this website could definitely be one of the very best in its field.
    Very good blog!

    Reply
  21. Hello there! Do you know if they make any plugins to help with Search
    Engine Optimization? I’m trying to get my blog to rank for some targeted keywords but
    I’m not seeing very good gains. If you know of
    any please share. Kudos!

    Reply
  22. Today, while I was at work, my sister stole my iPad and tested to see if it
    can survive a forty foot drop, just so she can be a youtube sensation. My iPad is now destroyed and she has
    83 views. I know this is entirely off topic but I had
    to share it with someone!

    Reply
  23. Hi, Neat post. There’s an issue along with your site in internet explorer, could
    test this? IE still is the marketplace chief and a big component of folks will miss your wonderful writing due to
    this problem.

    Reply
  24. We are a group of volunteers and opening a new scheme in our community.
    Your site offered us with helpful info to work on. You have done a formidable job and our entire group will probably be grateful to
    you.

    Reply
  25. This design is steller! You most certainly know how to keep a reader amused.
    Between your wit and your videos, I was almost moved to start my own blog
    (well, almost…HaHa!) Fantastic job. I really enjoyed what you had
    to say, and more than that, how you presented it.
    Too cool!

    Reply
  26. Right here is the perfect website for everyone who wants to understand this topic.
    You understand so much its almost hard to argue with you (not that I actually will need to…HaHa).
    You certainly put a fresh spin on a topic that has been written about for a long time.
    Excellent stuff, just wonderful!

    Reply
  27. I’m amazed, I have to admit. Seldom do I come across a blog that’s both educative
    and interesting, and without a doubt, you’ve hit the
    nail on the head. The problem is an issue that not enough folks
    are speaking intelligently about. Now i’m very happy I stumbled across this during my
    search for something regarding this.

    Reply
  28. When I initially left a comment I appear to have clicked the -Notify me
    when new comments are added- checkbox and from now on every time a comment is added I get four emails with the same comment.
    Is there a means you can remove me from that service?
    Thanks!

    Reply
  29. That is really attention-grabbing, You’re an overly skilled blogger.
    I’ve joined your rss feed and stay up for searching for extra
    of your fantastic post. Additionally, I’ve shared your website in my social networks

    Reply
  30. hello!,I love your writing very so much! percentage we keep in touch
    extra approximately your post on AOL? I need a specialist
    on this space to unravel my problem. May be that’s you!
    Looking forward to see you.

    Reply
  31. Hmm is anyone else having problems with the images on this blog loading?
    I’m trying to figure out if its a problem on my end or if it’s the blog.

    Any feed-back would be greatly appreciated.

    Reply
  32. Hello there, I discovered your website by means of Google
    whilst looking for a comparable matter, your site got here up, it seems to be great.
    I’ve bookmarked it in my google bookmarks.
    Hello there, simply turned into alert to your weblog
    through Google, and found that it is really informative.

    I am going to be careful for brussels. I will appreciate if you happen to continue this in future.
    Lots of folks might be benefited from your writing.

    Cheers!

    Reply
  33. magnificent publish, very informative. I’m wondering why the other experts
    of this sector don’t realize this. You must proceed your writing.
    I’m sure, you’ve a huge readers’ base already!

    Reply
  34. Whats up are using WordPress for your blog platform?
    I’m new to the blog world but I’m trying to get started and
    set up my own. Do you need any coding expertise
    to make your own blog? Any help would be really appreciated!

    Reply
  35. Hi, i feel that i saw you visited my site thus i got here to return the want?.I’m trying to to find issues to
    enhance my web site!I suppose its good enough to use
    some of your concepts!!

    Reply
  36. Very nice post. I just stumbled upon your weblog and wished to say that I have really enjoyed
    surfing around your blog posts. In any case I’ll
    be subscribing to your rss feed and I hope you write again very soon!

    Reply
  37. Hey! This is my first visit to your blog! We are a group
    of volunteers and starting a new initiative in a community in the same niche.

    Your blog provided us beneficial information to work on. You have done a wonderful job!

    Reply
  38. Magnificent beat ! I wish to apprentice while you amend
    your web site, how could i subscribe for a blog web site? The account aided me a acceptable deal.
    I had been tiny bit acquainted of this your broadcast offered bright clear concept

    Reply
  39. Do you mind if I quote a couple of your posts as long
    as I provide credit and sources back to your site?
    My blog is in the very same area of interest as yours and my visitors would genuinely benefit from a lot of the information you present
    here. Please let me know if this ok with you. Thanks a lot!

    Reply
  40. Thanks for another fantastic post. The place else could anybody get that kind of information in such an ideal approach of writing?
    I have a presentation subsequent week, and
    I am at the search for such information.

    Reply
  41. With havin so much content do you ever run into any problems of plagorism or copyright infringement?
    My site has a lot of exclusive content I’ve either authored myself or outsourced but it appears a lot of it
    is popping it up all over the web without my agreement.
    Do you know any methods to help reduce content from being stolen? I’d certainly appreciate it.

    Reply
  42. Hey I know this is off topic but I was wondering if
    you knew of any widgets I could add to my blog that
    automatically tweet my newest twitter updates. I’ve been looking for a plug-in like this for quite some time and was hoping maybe you would have some experience with something like this.
    Please let me know if you run into anything. I truly enjoy reading your blog and I look
    forward to your new updates.

    Reply
  43. Hi would you mind sharing which blog platform you’re working with?
    I’m looking to start my own blog in the near future but I’m
    having a difficult time choosing between BlogEngine/Wordpress/B2evolution and Drupal.

    The reason I ask is because your layout seems different then most
    blogs and I’m looking for something unique.
    P.S Sorry for being off-topic but I had to ask!

    Reply
  44. My coder is trying to convince me to move to .net from PHP.
    I have always disliked the idea because of the expenses.
    But he’s tryiong none the less. I’ve been using Movable-type on various
    websites for about a year and am worried about switching
    to another platform. I have heard great things about
    blogengine.net. Is there a way I can import all my wordpress content into it?

    Any kind of help would be greatly appreciated!

    Reply
  45. Woah! I’m really digging the template/theme of this website.

    It’s simple, yet effective. A lot of times it’s hard to
    get that “perfect balance” between usability and appearance.
    I must say that you’ve done a amazing job with this. Additionally,
    the blog loads super quick for me on Internet explorer.
    Superb Blog!

    Reply
  46. I do believe all of the ideas you’ve offered on your post.
    They’re really convincing and will definitely work.

    Still, the posts are too brief for newbies. May you please
    extend them a little from subsequent time? Thank you for the post.

    Reply
  47. Hey There. I discovered your blog the use of msn. This is
    a really neatly written article. I will be sure to bookmark it and
    come back to learn extra of your useful information. Thank you for the post.

    I’ll certainly comeback.

    Reply
  48. Simply want to say your article is as surprising.
    The clarity in your publish is just nice and that i could suppose you are an expert on this subject.
    Fine with your permission allow me to clutch your feed
    to keep up to date with imminent post. Thanks one million and please carry on the
    enjoyable work.

    Reply
  49. This design is incredible! You certainly know how to keep a reader
    amused. Between your wit and your videos, I was almost moved to start my own blog (well, almost…HaHa!) Excellent job.
    I really loved what you had to say, and more than that,
    how you presented it. Too cool!

    Reply
  50. A motivating discussion is definitely worth comment.
    There’s no doubt that that you ought to write more
    about this topic, it may not be a taboo subject but usually folks don’t speak about such subjects.
    To the next! Many thanks!!

    Reply
  51. Great goods from you, man. I have understand your stuff previous to and you’re just extremely fantastic.
    I actually like what you have acquired here, really like what you are saying and the way in which you say it.
    You make it entertaining and you still care for to keep it sensible.
    I cant wait to read far more from you. This is actually a wonderful website.

    Reply
  52. Terrific work! This is the type of information that are supposed to be
    shared across the web. Shame on the search engines for not positioning this put up higher!
    Come on over and discuss with my site . Thanks =)

    Reply
  53. I’ve been exploring for a bit for any high quality articles or
    blog posts on this kind of house . Exploring in Yahoo I at last stumbled upon this website.

    Reading this info So i am happy to express that I have a very excellent
    uncanny feeling I found out exactly what I needed. I so much certainly will make
    sure to do not forget this website and give it a look on a relentless basis.

    Reply
  54. I don’t know if it’s just me or if everyone else experiencing problems with your blog.
    It looks like some of the text on your posts are running off the
    screen. Can somebody else please provide feedback and let
    me know if this is happening to them as well? This may be a problem with my internet browser because I’ve had this happen before.

    Appreciate it

    Reply
  55. Good day very cool site!! Guy .. Excellent .. Wonderful .. I’ll bookmark your blog and
    take the feeds additionally? I’m glad to seek out a lot of useful information here in the
    put up, we need work out extra techniques on this regard, thanks for sharing.

    . . . . .

    Reply
  56. Have you ever considered about adding a little bit more than just your articles?
    I mean, what you say is valuable and everything. But just imagine if you added some
    great visuals or video clips to give your posts more, “pop”!
    Your content is excellent but with images and video clips, this
    blog could undeniably be one of the most beneficial in its niche.
    Wonderful blog!

    Reply
  57. I have been browsing online more than three hours nowadays, yet
    I never found any fascinating article like yours. It’s pretty value sufficient for
    me. In my view, if all web owners and bloggers made
    just right content material as you probably did, the internet will be much more helpful than ever before.

    Reply
  58. Please let me know if you’re looking for a article author for your site.
    You have some really great posts and I think I would be a good asset.
    If you ever want to take some of the load off, I’d love to write some
    articles for your blog in exchange for a link back to mine.
    Please send me an e-mail if interested. Regards!

    Reply
  59. Thanks for a marvelous posting! I genuinely enjoyed reading it, you might be a great author.I will make
    certain to bookmark your blog and will eventually come back sometime soon. I want to encourage
    continue your great work, have a nice weekend!

    Reply
  60. Wow that was strange. I just wrote an extremely long comment but after I clicked submit my comment didn’t appear.

    Grrrr… well I’m not writing all that over again. Regardless,
    just wanted to say great blog!

    Reply
  61. You can definitely see your expertise within the work you write.

    The arena hopes for even more passionate writers like you who
    are not afraid to say how they believe. Always go
    after your heart.

    Reply
  62. Hey There. I found your blog using msn. That is an extremely neatly written article.

    I’ll be sure to bookmark it and return to read more of your
    helpful info. Thanks for the post. I will definitely return.

    Reply
  63. Excellent beat ! I wish to apprentice while you amend your website, how can i subscribe
    for a blog site? The account helped me a acceptable
    deal. I had been a little bit acquainted of this your broadcast provided bright clear
    concept

    Reply
  64. Hello this is kind of of off topic but I was wondering if blogs use WYSIWYG editors or if you have to manually code
    with HTML. I’m starting a blog soon but have no
    coding experience so I wanted to get guidance from
    someone with experience. Any help would be greatly appreciated!

    Reply
  65. Magnificent beat ! I wish to apprentice while you amend your site, how could i subscribe for a blog site?
    The account aided me a acceptable deal. I had been tiny bit acquainted of this your broadcast
    provided bright clear idea

    Reply
  66. Oh my goodness! Awesome article dude! Thank you so much, However I am having problems with your
    RSS. I don’t understand why I am unable to join it.
    Is there anybody getting identical RSS problems? Anyone who knows the answer can you kindly respond?
    Thanks!!

    Reply
  67. Do you have a spam issue on this site; I also am a blogger, and I was wanting to know your situation; we have developed some nice methods and we are looking to swap methods with other folks, be sure to shoot me an e-mail if interested.

    Reply
  68. fantastic submit, very informative. I ponder why the opposite specialists of this sector do
    not understand this. You should proceed your writing.
    I am confident, you’ve a huge readers’ base already!

    Reply
  69. Oh my goodness! Amazing article dude! Many thanks, However
    I am experiencing issues with your RSS. I don’t understand
    why I am unable to subscribe to it. Is there anyone else having identical RSS issues?
    Anyone who knows the solution can you kindly respond?
    Thanks!!

    Reply
  70. May I simply just say what a comfort to uncover an individual who truly understands what they’re talking about on the internet.

    You certainly know how to bring a problem to light and make it important.

    More people need to read this and understand this side of your story.
    It’s surprising you’re not more popular because you surely have the gift.

    Reply
  71. Its like you learn my mind! You appear to understand a lot
    approximately this, like you wrote the guide in it or something.
    I feel that you simply could do with some percent to pressure the message home a
    bit, however other than that, that is great blog.
    A great read. I will certainly be back.

    Reply
  72. It’s a pity you don’t have a donate button! I’d most certainly donate to this brilliant
    blog! I suppose for now i’ll settle for book-marking and
    adding your RSS feed to my Google account. I look forward to fresh updates and will talk about this website with my Facebook group.
    Chat soon!

    Reply
  73. Hey there I am so glad I found your weblog, I really found you by mistake,
    while I was searching on Digg for something else, Regardless I
    am here now and would just like to say kudos for a fantastic post and a all round exciting blog (I also love the theme/design), I don’t have time to look
    over it all at the minute but I have book-marked it and also
    added your RSS feeds, so when I have time I will be back to read much
    more, Please do keep up the great work.

    Reply
  74. Good day! This is my first visit to your blog!
    We are a group of volunteers and starting a new project in a community in the same niche.
    Your blog provided us useful information to work on. You have done a wonderful job!

    Reply
  75. hey there and thank you for your info – I’ve
    certainly picked up anything new from right here.
    I did however expertise a few technical issues using this web site,
    since I experienced to reload the site a lot of times previous
    to I could get it to load correctly. I had been wondering if your
    web host is OK? Not that I am complaining, but slow
    loading instances times will sometimes affect your placement in google and could
    damage your high-quality score if advertising and marketing with Adwords.
    Anyway I am adding this RSS to my e-mail and can look out for a lot more of your respective exciting content.

    Ensure that you update this again soon.

    Reply
  76. Hello! I understand this is sort of off-topic but I
    needed to ask. Does operating a well-established website like yours require a massive amount work?

    I am completely new to writing a blog but I do write in my diary on a daily basis.
    I’d like to start a blog so I will be able to share my experience and thoughts online.
    Please let me know if you have any recommendations or tips for
    brand new aspiring bloggers. Thankyou!

    Reply
  77. Hey there! I know this is kinda off topic but I was wondering if you knew where I
    could find a captcha plugin for my comment form?
    I’m using the same blog platform as yours
    and I’m having difficulty finding one? Thanks a lot!

    Reply
  78. It is perfect time to make some plans for the future and it’s time to be happy.
    I’ve read this post and if I could I want to suggest you few interesting things or advice.
    Perhaps you could write next articles referring to this article.
    I wish to read even more things about it!

    Reply
  79. I used to be suggested this web site via my cousin. I’m now not sure whether
    or not this put up is written by means of him as nobody else recognize such precise
    approximately my trouble. You’re incredible! Thanks!

    Reply
  80. I’ve been exploring for a little bit for any high-quality articles or blog posts in this kind of area .

    Exploring in Yahoo I eventually stumbled upon this website.

    Studying this info So i am happy to exhibit that I’ve a very just
    right uncanny feeling I came upon just what I needed. I most undoubtedly will make certain to do not overlook
    this site and provides it a glance on a relentless basis.

    Reply
  81. An outstanding share! I have just forwarded this onto a friend who had been doing a little homework on this.
    And he actually ordered me dinner due to the
    fact that I found it for him… lol. So let me reword this….
    Thank YOU for the meal!! But yeah, thanks for spending some time to discuss this issue here on your site.

    Reply
  82. I am no longer certain the place you are getting your info, however good topic.
    I must spend a while learning much more or working out more.

    Thank you for excellent information I was looking for this info for my mission.

    Reply
  83. Hey I am so happy I found your website, I really found you by error, while I was looking on Bing for something else,
    Regardless I am here now and would just like to say cheers
    for a incredible post and a all round exciting blog
    (I also love the theme/design), I don’t have time to look over it all at
    the minute but I have book-marked it and also added
    your RSS feeds, so when I have time I will be back to read much more, Please do keep up the awesome work.

    Reply
  84. Have you ever thought about adding a little bit more than just your articles?
    I mean, what you say is important and everything.

    However just imagine if you added some great pictures or videos to give your posts
    more, “pop”! Your content is excellent but with pics and videos,
    this blog could definitely be one of the very best in its field.
    Superb blog!

    Reply
  85. We stumbled over here coming from a different page and thought I might check things out.
    I like what I see so i am just following you.

    Look forward to looking over your web page again.

    Reply
  86. I was curious if you ever considered changing the structure of your website?

    Its very well written; I love what youve got to say. But maybe you could a little more in the way of content so people could connect
    with it better. Youve got an awful lot of
    text for only having 1 or two images. Maybe you could space it out better?

    Reply
  87. Hi there would you mind letting me know which web
    host you’re utilizing? I’ve loaded your blog in 3 different internet browsers and I must say this blog loads a lot faster then most.

    Can you recommend a good hosting provider at a reasonable
    price? Kudos, I appreciate it!

    Reply
  88. I’ve been exploring for a bit for any high
    quality articles or blog posts on this kind of house .
    Exploring in Yahoo I finally stumbled upon this web site.

    Studying this information So i’m satisfied to exhibit that I
    have a very just right uncanny feeling I discovered
    just what I needed. I most indisputably will make certain to don?t omit this website
    and provides it a glance on a continuing basis.

    Reply
  89. Howdy would you mind sharing which blog platform you’re using?
    I’m looking to start my own blog in the near
    future but I’m having a hard time selecting between BlogEngine/Wordpress/B2evolution and Drupal.
    The reason I ask is because your layout seems different then most blogs and I’m looking for something
    completely unique. P.S Sorry for being off-topic but I had to ask!

    Reply
  90. Hello, I think your blog might be having browser compatibility issues.
    When I look at your blog in Ie, it looks fine but when opening in Internet
    Explorer, it has some overlapping. I just wanted to give you
    a quick heads up! Other then that, great blog!

    Reply
  91. Heya terrific blog! Does running a blog similar to this
    require a great deal of work? I’ve no knowledge of programming however I was hoping to
    start my own blog soon. Anyway, should you have any recommendations or techniques for new
    blog owners please share. I know this is off subject but I simply wanted to ask.
    Many thanks!

    Reply
  92. Hi, I do believe this is an excellent blog.
    I stumbledupon it 😉 I am going to revisit once again since I
    bookmarked it. Money and freedom is the greatest way to change,
    may you be rich and continue to guide others.

    Reply
  93. I’m really impressed with your writing skills as well as with
    the layout on your blog. Is this a paid theme or did you customize it yourself?
    Anyway keep up the excellent quality writing, it’s rare
    to see a nice blog like this one nowadays.

    Reply
  94. Hi excellent blog! Does running a blog such as this require a
    lot of work? I have virtually no expertise in computer programming however I was hoping to start my
    own blog in the near future. Anyhow, if you have any recommendations or tips for
    new blog owners please share. I understand this is
    off topic but I just wanted to ask. Thanks!

    Reply
  95. Hello would you mind sharing which blog platform you’re working with?
    I’m planning to start my own blog in the near future but I’m having a tough time making
    a decision between BlogEngine/Wordpress/B2evolution and Drupal.
    The reason I ask is because your design and style seems different then most blogs and I’m looking for something completely
    unique. P.S Apologies for getting off-topic but
    I had to ask!

    Reply
  96. I loved as much as you will receive carried out right here.
    The sketch is attractive, your authored material stylish.

    nonetheless, you command get bought an edginess over that you wish be delivering
    the following. unwell unquestionably come further formerly again as exactly
    the same nearly a lot often inside case you shield this hike.

    Reply
  97. It is appropriate time to make some plans for the
    future and it’s time to be happy. I’ve read this post and if I
    could I want to suggest you some interesting things
    or suggestions. Perhaps you could write next articles referring
    to this article. I wish to read even more things about it!

    Reply
  98. I know this if off topic but I’m looking into starting my own weblog and was
    wondering what all is required to get setup? I’m assuming having a blog like
    yours would cost a pretty penny? I’m not very web smart
    so I’m not 100% positive. Any tips or advice would be
    greatly appreciated. Cheers

    Reply
  99. It’s appropriate time to make some plans for the future
    and it’s time to be happy. I have read this post and if I could I desire to suggest you some interesting things or advice.
    Maybe you can write next articles referring to this article.
    I desire to read more things about it!

    Reply
  100. I was wondering if you ever considered changing the page
    layout of your website? Its very well written; I love what youve got
    to say. But maybe you could a little more in the way of content so people could connect with it better.
    Youve got an awful lot of text for only having 1 or 2 pictures.
    Maybe you could space it out better?

    Reply
  101. Hi there, just became aware of your blog through Google, and
    found that it is really informative. I’m gonna watch out for brussels.
    I will appreciate if you continue this in future. Many people will be benefited from your writing.
    Cheers!

    Reply
  102. Thanks , I’ve just been searching for info approximately this
    topic for a long time and yours is the best I have came upon so
    far. However, what about the conclusion? Are you positive in regards
    to the source?

    Reply
  103. First off I would like to say fantastic blog!
    I had a quick question that I’d like to ask if you don’t mind.
    I was interested to find out how you center yourself and clear your mind before
    writing. I have had a tough time clearing my thoughts
    in getting my ideas out there. I truly do take pleasure
    in writing but it just seems like the first 10 to 15 minutes are generally lost simply just trying to
    figure out how to begin. Any recommendations or tips?

    Appreciate it!

    Reply
  104. Hmm is anyone else having problems with the pictures on this blog loading?

    I’m trying to figure out if its a problem on my end or if it’s the blog.
    Any feedback would be greatly appreciated.

    Reply
  105. I have been exploring for a bit for any high quality articles or blog
    posts in this kind of space . Exploring in Yahoo I
    finally stumbled upon this website. Studying this info So i’m
    glad to convey that I’ve an incredibly good uncanny feeling
    I discovered just what I needed. I most unquestionably will make sure to don?t overlook this
    web site and provides it a glance regularly.

    Reply
  106. I have been exploring for a little for any high-quality
    articles or weblog posts in this sort of house .
    Exploring in Yahoo I finally stumbled upon this website.
    Studying this info So i’m happy to convey that I have a
    very good uncanny feeling I found out exactly
    what I needed. I most definitely will make sure to don?t fail to remember this site
    and provides it a look regularly.

    Reply
  107. Hmm it appears like your website ate my first comment (it was super long) so I guess I’ll
    just sum it up what I had written and say, I’m thoroughly enjoying your
    blog. I too am an aspiring blog writer but I’m still new to the whole thing.
    Do you have any helpful hints for novice blog writers?
    I’d really appreciate it.

    Reply
  108. Superb blog you have here but I was wanting to know if you knew
    of any message boards that cover the same topics discussed in this article?

    I’d really like to be a part of online community
    where I can get advice from other knowledgeable individuals
    that share the same interest. If you have any recommendations, please let me know.
    Bless you!

    Reply
  109. Good day! This is my 1st comment here so I just wanted to give
    a quick shout out and tell you I truly enjoy reading your posts.
    Can you recommend any other blogs/websites/forums that deal
    with the same subjects? Thanks!

    Reply
  110. Thank you for any other magnificent post. Where else may just anybody get that type
    of info in such a perfect method of writing?
    I’ve a presentation subsequent week, and I am on the search for such info.

    Reply
  111. This is the perfect blog for everyone who would like to find out about this
    topic. You realize a whole lot its almost hard to argue with you (not that I personally will need to…HaHa).
    You certainly put a fresh spin on a subject that’s been written about for many years.
    Excellent stuff, just wonderful!

    Reply
  112. Hey! This post couldn’t be written any better! Reading this post reminds me of my old
    room mate! He always kept chatting about this. I will forward this
    write-up to him. Fairly certain he will have a good
    read. Thank you for sharing!

    Reply
  113. Hey! I know this is somewhat off topic but I was wondering if you knew where I could find a captcha plugin for my comment
    form? I’m using the same blog platform as yours and I’m
    having difficulty finding one? Thanks a lot!

    Reply
  114. Hi there, I discovered your website by means of Google while searching for a
    related subject, your site got here up, it seems good.
    I have bookmarked it in my google bookmarks.
    Hello there, simply became alert to your weblog
    via Google, and found that it is really informative. I am going to watch out for brussels.
    I’ll be grateful if you proceed this in future.
    Lots of folks might be benefited out of your writing. Cheers!

    Reply

Leave a Comment