- A one paragraph example of how Cool Company [Toyota/Boeing/Google] etc did something cool [developed the 747, say].
- One aspect of this successful effort (failed efforts by the same companies, often using substantially similair methodologies, are ignored) - say, cross functional teams- vaguely resonates with "agile" or "lean software" principles.
- One or more teeny weeny "experience reports" from the author which sound like stories from the Brothers Grimm, full of archetypes and soundbite morals-to-take-home, of the calibre of "Don't talk to wolves on the way to Gramma's house"
- a "summary" that states point blank that software development could do much better if the unenlightened masses would adopt these ideas
Ravi Mohan's Blog
Tuesday, February 27, 2007
If Toyota outsourced its assembly line
to "consultants" who charged x$/hour/person_deployed, would we have a Toyota Production System today?
Think about it. Imagine someone like Wipro or Infosys providing the manpower (cheap offshore manpower if you will) for Toyota's assembly line. What would the probability be of Toyota coming up with a world beating manufacturing/design approach?
Many "Lean Software" advocates draw very tenuous relationships between a very unique achievement in the manufacturing world, try to spin their own practices (ahem - did I hear someone say " agile" ?) and say (in effect) "By the power of Toyota, Taichi Ohno and Kanban, you should do [consultant's favorite methodology practice item]".
I recently read a book on implementing Lean Software, by one of the "luminaries" of the methodology sales world , in which every chapter had the following pattern.
Saturday, January 27, 2007
Tech Skills - An Investment Metaphor
A snippet of a (yahoo messenger) conversation with a friend who thinks differently.
"...
friend: i'm actually quite happy being a follower with technology... i'd rather build cool apps than hack frameworks. Its similar to my approach to investing... get on board a stock just as it makes new highs :-) and ride the wave.
..."
Viewing technical skill acquisition (including the choice of language/frameworks/tools) through a metaphor of investment of scarce resources (that would probably benefit from the use of a deliberate strategy to maximise returns) is illuminating.
The metaphor fits loosely, with plenty of holes in it. The "investment" made by a developer in a particular technology (and thus by implication in the underlying paradigm, community, toolset etc) is primarily the time he spends on mastering the technology, and secondarily the mental effort required to do so (Kernel hacking is much harder then Ruby on Rails). Mental effort is not strictly equal to time consumed. If you have 24 hours of free time you can use it to work through a RAILS tutorial or understand continuation passing interpreters. The latter requires significantly more mental effort/unit time.
Spending time, however, is very different from spending money. Money does not diminish when you don't actively spend it(ignoring the time value of money), but the time available to you diminishes at a constant rate till it is all gone whether you consciously spend it or not. With money, you can make a marginally suboptimal investment, watch it for awhile, then re extract most of the value and reinvest it in another instrument without too much effort, losing just the "time value" of the money. You can't decide to learn RoR for a year, then extract most of the time invested, and reinvest it in say Kernel Hacking. Time, once "invested" is gone forever.
Like most non professional investors in stocks and shares, developers mostly invest their time into particular technologies by default rather by deliberate strategy and many people find themselves having "6 years experience in C++ " or whatever, without knowing quite how they got there. So it is useful to look at the "correct" ways of investing in shares and try to extract any lessons to apply to tech skill acquisition.
My friend's technology strategy is "similar to .. get on board a stock just as it makes new highs .. and ride the wave." . In the world on Finance, such a strategy is called "technical investing".
When the objective of the analysis is to determine what stock to buy and at what price, there are two dominant methodologies.- value investing and technical investing.
from investopedia
- Fundamental analysis is a method of evaluating securities by attempting to measure the intrinsic value of a stock.
- Technical analysis is the evaluation of securities by means of studying statistics generated by market activity, such as past prices and volume. Technical analysts do not attempt to measure a security's intrinsic value but instead use stock charts to identify patterns and trends that may suggest what a stock will do in the future.
Saturday, January 20, 2007
Comics as Literature
"Comics" bring to mind Mickey Mouse, Archie, Superman and other "read and throw" reading. But there is no reason why the presence of pictures need to limit the range or quality of the story. Stretching one's mind, it is even possible to imagine truly excellent stories conceived and distributed in comic format.
"V for Vendetta" was originally released as a comic. The film's the director made it a "chick flick" with V falling in love with Evie (gag!! Anyone who had read the comic had their heads explode at this "romantic" development in the film).
Constantine's lush and rich multi-realm occult backstory was dumbed down into a monochromatic Christian good vs evil fairytale in the movie. Both stories are the worser for conversion into film.
If you'd like to experiment with comics for adults, try Neil Gaman's Sandman series or Alan Moore's Watchmen. The latter was the only comic ever to win a Hugo award or be featured in Time magazine's list of 100 best English novels. It is a really good book. Even within the standard comic book framework, read "The Killing Joke" or "Arkham Asylum - Living Hell" for examples of what a creative team can do within the constraints of established backstory. The former explores the dynamic of the Joker/Batman animus (The sequel of Batman Begins is rumored to be based on this comic , at least as far the Joker's characterization goes) and the latter explores what happens when a rogue investment banker attempts a "not guilty by reason of insanity" plea to avoid jail and lands in Arkham Asylum. Batman is seen in about 3 panels in the book. The rest of the story is set almost completely inside the walls of Arkham and in spite of a slightly uneven "summon the Devil" subthread is a good read.
PS : the one series you want to avoid is Alan moore's Promethea. This is a story full of feminist nonsense splattered over a half baked understanding of the Jewish Tree of Life, and even some (equally halfbaked) Indian mysticism!
Thursday, December 07, 2006
Shining Darkly
My friend Amit Rathore wrote an excellent article on transitioning from a developer to a manager.
Richard Hamming's famous speech has excellent advice on the (similar) manager vs scientist decision that many researchers struggle with.
" ...Question: Would you compare research and management?
Hamming: If you want to be a great researcher, you won't make it being president of the company. If you want to be president of the company, that's another thing. I'm not against being president of the company. I just don't want to be. I think Ian Ross does a good job as President of Bell Labs. I'm not against it; but you have to be clear on what you want. Furthermore, when you're young, you may have picked wanting to be a great scientist, but as you live longer, you may change your mind.
For instance, I went to my boss, Bode, one day and said, ``Why did you ever become department head? Why didn't you just be a good scientist?'' He said, ``Hamming, I had a vision of what mathematics should be in Bell Laboratories. And I saw if that vision was going to be realized, I had to make it happen; I had to be department head.''
When your vision of what you want to do is what you can do single-handedly, then you should pursue it. The day your vision, what you think needs to be done, is bigger than what you can do single-handedly, then you have to move toward management. And the bigger the vision is, the farther in management you have to go. If you have a vision of what the whole laboratory should be, or the whole Bell System, you have to get there to make it happen. You can't make it happen from the bottom very easily. It depends upon what goals and what desires you have. And as they change in life, you have to be prepared to change.
I chose to avoid management because I preferred to do what I could do single-handedly. But that's the choice that I made, and it is biased. Each person is entitled to their choice. Keep an open mind. But when you do choose a path, for heaven's sake be aware of what you have done and the choice you have made. money life and you takes your choice.
Even worse is the developer who really likes being a developer and is or can be very good at it, but chooses to become a mediocre, unhappy manager because "that is the only way to make more money". These people deserve pity, but no sympathy.
- Don't try to do both sides.
Tuesday, November 14, 2006
Thinking as a learnable skill
If I remember correctly, it was in one of Edward de Bono's books that I first encountered the idea that thinking might actually be a skill, and thus learnable (and improvable by practice).
Over the years, this belief has been reinforced and I was forced to pull it all together yesterday when a friend asked me "How can I improve the quality of my thinking"?
This is my answer, fwiw.
First learn critical thinking. Critical Thinking teaches you to evaluate an argument and separate chaff from grain. Suppose someone were to state, for e.g "Agile is cool and we'd like to adopt it in the next project", how do you react? To learn critical thinking one could go through a course in logic, learn all the different logical fallacies and then try to apply them to real life conversations and claims. But Critical Thinking - An Introduction offers a gentler path. Just make sure to skip most of Chapter 1. Just read Section 11.4, 1.2 and 1.3 an move on to Chapter 2.
I've never seen a better book that teaches one how to cut through the layers of BS and get to the core of an argument. The Craft Of Argument is a good book as well, though oriented more towards writing good papers and articles.
Second, learn Lateral Thinking. Dr. de Bono,the inventor of the method, has written many many useless books and a couple of brilliant ones. The latter contain some powerful ideas.
Dr de Bono's central contribution is the notion of a "thinking tool", analogous to tools like a hammer or a screwdriver - each tool having a context of use and a particular effect. The books to get are Lateral Thinking For Management(non management folks can ignore the "for management". It just means that he uses management situations to illustrate various thinking tools. Nothing prevents you from using them in your own domains) and Serious Creativity. Both are chock full of systematic practical lessons about how to think in different situations.
Third, I'd suggest a brilliant thinking tool - Thinking Gray - from A Contrarian's Guide To Leadership by Steven Sample. The book deals with a lot more than thinking, and in addition is very hard to find (Thank You Learning Journey, for getting me a copy) and so I'll briefly explain "Thinking Gray".
In essence, Thinking Gray (TG from now) asks you not to make a decision on something, or choose a side in an argument till you absolutely have to. Sounds simple doesn't it ? However, the human mind has tendency to converge to a decision and classify data into binary categories (good/bad, black/white, friend/foe) and take sides in an argument. For e.g everyone has an opinion about (say) the American invasion of Iraq. Some may think it a "good" thing and others may decide that the war is a "bad" idea. The TG practitioner, while listening to all the data, refuses to take a binary stand till it becomes absolutely imperative that he does so.
This refusal to decide lets you avoid three dangerous tendencies - (1) the tendency to filter incoming data to support a pre decided conclusion (2) the tendency to vacillate between two conclusions, depending on who you last spoke to (and how persuasive he was) and (3) most dangerous, the tendency to slant your beliefs towards what you think people around you believe.
Steven Sample precisely distinguishes TG from skepticism. The skeptic has two mental "buckets" - one labelled "I believe" and another labelled "I don't believe". The skeptic's policy is that nothing goes into the "I believe" bucket without proof or a logical, convincing argument. Everything, by default goes into the "I don't believe" bucket and stays there till logic or proof moves it into the "belief" b. The TG practitioner on the other hand, has no "buckets".
One thing the TG practitioner has to be careful of is that other people may get confused about your "true" beliefs and intentions and may think that you agree with what they say because you seem to understand what they say and ask clarifying questions and so on.
Thinking Gray can be enhanced by projecting the multiple conclusions forward into the future (thus providing a rich tapestry of possibilities) and backward into the past(allowing multiple interpretations) . Combined with Paul Graham's "running upstairs" or "staying upwind" concept, TG allows you to navigate an uncertain future in a stress free fashion and maximize productivity in the present. More on this later.
To generate ideas, in other words, to be creative, de Bono's thinking tools work very well. I recently came across an approach called TRIZ. The basic idea seems to be worth investigating, but during 2003/2004, TRIZ ( and the associated concept ARIZ ) became the fad of the day just as "agile" and "lean" seem to be today's. Thus there is a lot of nonsense written about them as various authors bought out books and a lot of consultants were selling "ARIZ enablement" and hiring themselves out as "ARIZ coaches". As a result, there is a lot of worthless literature out there and some effort has to be extended to dig out the core of ARIZ and TRIZ. As soon as I get some free time(a precious commodity these days), I will look into this.
To conclude, all these methods treat thinking as a learnable skill and the one problem with this model is that to get good at thinking, as with finding the route to Carnegie Hall, practice is the only way. And practicing thinking is an odd concept for a lot of people.
Sunday, November 12, 2006
Karma Capitalism?
Sometimes, I toy with the idea of getting an Ivy League MBA. And then I come across something like this (via Evolving Excellence).
...For the members of the Young Presidents’ Association, meeting in New Jersey, this was no ordinary leadership seminar. They were being imbued with the values of the Hindu philosophy of Vedanta, by its most venerable proponent, Swami Parthasarathy. ...
On the syllabus at Harvard, Kellogg, Wharton and Ross business and management schools is the Bhagavad Gita, one of Hinduism’s most sacred texts.
....
He began studying the Bhagavad Gita, and has spent the past 50 years building a multimillion pound empire through explaining its practical benefits to wealthy corporations and executives.
He has recently returned to India from America where — in addition to the Young Presidents’ Organisation — he lectured students at Wharton Business School and executives at Lehman Brothers in Manhattan. His tours are booked well beyond next year, and will include Australia, New Zealand, Singapore and Malaysia.
While traditional business teaching has used the language of war and conquest, Parthasarathy uses the Bhagavad Gita to urge his students to turn inwards, to develop what he calls the intellect, by which he means their own personal understanding of themselves and the world, and to develop their “concentration, consistency and co- operation”.
The technical folk do have their religious fads, but compared to such arrant nonsense, they are the very epitome of logic and reason.
If the Ivy League schools and Lehmann Brothers and other corporations believe this nonsense enough to enrich "guru" (gag!!) Parthasarthy by many millions of pounds, why should I get an MBA? Hmmm on the other hand, that is precisely the reason why I should get one?
If anyone reading this blog has an Ivy League MBA and/or works on the Street, could you please explain how such rackets work? I can't make any sense out of this. Any help appreciated.
Friday, October 27, 2006
Cracking the GRE
Update: Analytical Score updated.
I wrote the GRE a few days ago.
Scores -
- quant- 790/800
- verbal 800/800 (heh!)
- Analytical Writing -
awaited (I am not too worried about this).- 6.0/6.0
Wednesday, October 04, 2006
Listening to Steve Yegge (and skirmishing with Obie)
Steve Yegge's blog post titled "Good Agile, Bad Agile" seems to have ignited one of those periodic feeding frenzies in the blogosphere. The comparison he makes between Agile and Scientology seems to have touched a nerve in many "agilists". The comments on Steve's post reveal a good deal of defensiveness, google envy and the occasional reasoned response.
Summarizing Steve's "anti agile" points (from a very long post), he says
- The Chrysler Project, which was the exemplar for agile projects failed badly.
- Mandatory 100% pairing sucks bigtime.
- Agile isn't scientific. (at best, any proof for "improved productivity" is anecdotal).
- There are a lot of flaky "agilists" trying to be "coaches" and sell books and seminars.
- These "seminar agilists" create an artificially polarized world where any process that isn't Agile(TM) is "waterfall" or "cowboy".
- Agile is very date driven, ignoring the human variations in productivity.
- If anyone puts forward an alternative process , the "defenders" of agile use one of two responses to oppose it
- "all the good stuff he described is really Agile"
- "all the bad stuff he described is the fault of the team's execution of the process"
And Oh, Steve, keep writing!
Sunday, September 17, 2006
Spreadsheets and Self Sabotage A Case Study
This is a true story. Names have been changed to protect the innocent (and the guilty).
Once upon a time,long long ago, in a faraway land, there was this company, a typical enterprisey company we'll call BankCo (in reality the company doesn't work in banking, the domain is similar but different, and I am just obfuscating things as explained above). BankCo was running all its "enterprise" operations off a set of excel sheets and at some point decided to redo it "properly". The folks at BankCo were essentially businessmen, not programmers so they decided to get some consultants at the cutting edge of technology. Enter AgileCo. AgileCo decided to rewrite the business logic as a 3 tired OO app using all the latest blub technologies.
The result? the BHS project (in AgileCo most projects have three letter acronyms) has frustrated developers, grumbling clients and absolutely yucky code.
Now there were a lot of things the team did wrong. Fundamentally the project was doomed the moment the team was "volunteered" for such an aggressive schedule (committed to the client by the sales manager, "agile planning" notwithstanding) but the thinking might have been that "hey we just have a bunch of spreadsheets, how hard can it be to convert them into a 3 tiered Blub app" . The (non intuitive) correct answer is "potentially very very hard".
Spreadsheets are very subtle beasts. They just look very simple. There are these rows and columns of cells and even non programmers can quickly create useful "programs" so it should be fairly easy to translate a set of spreadsheets into OO programs right?
Wrong.
For one, a spreadsheet is essentially a functional program.[warning - pdf]
[Excerpt]
"It may seem odd to describe a spreadsheet as a programming language. Indeed, one of the great merits of spreadsheets is that users need not think of themselves as doing “programming”, let alone functional programming — rather, they simply “write formulae” or “build a model”. However, one can imagine printing the cells of a spreadsheet in textual form, like this:
A1 = 3
A2 = A1-32
A3 = A2 * 5/9
and then it plainly is a (functional) program. Thought of as a programming language, though, a spreadsheet is a very strange one. In particular, it is completely flat: there are no functions apart from the built-in ones(*). Instead, the entire program is a single flat collection of equations of the form “variable = formula”. Amazingly, end users nevertheless use spreadsheets to build extremely elaborate models, with many thousands of cells and formulae."
Simon goes on to state how he and his colleagues worked on removing the "procedural abstraction barrier" in the functional language embodied by a typical spreadsheet. (There are folks working on integrating more powerful functional languages and other paradigms into spread sheets.
The key point is that a spreadsheet is essentially functional. Besides, a spreadsheet propogates changes in values and formulae automatically, unlike imperative and oo languages (e.g if the cell A1 is set to 5 instead of 3 in the above sample, A2 automatically becomes -27).
Besides value propagation , the 2 dimensional spatial relationships between spreadsheet cells makes it unlike most programming interfaces in existence today.
" One of the most successful end-user programming techniques ever invented, the spreadsheet, uses what is essentially a functional model of programming. Each cell in a spreadsheet contains a functional expression that specifies the value for the cell, based on values in other cells. There are no imperative instructions, at least in the basic, original spreadsheet model. In a sense each spreadsheet cell pulls in the outside values it needs to compute its own value, as opposed to imperative systems where a central agent pushes values into cells. In some sense each cell may be thought of as an agent that monitors its depended-upon cells and updates itself when it needs to. As Nardi (1993)(Nardi 1993) points out, the control constructs of imperative languages are one of the most difficult things for users to grasp. Spreadsheets eliminate this barrier to end-user programming by dispensing with the need for control constructs, replacing them with functional constructs. "
[ Link
Thus, when you try to convert the functionality of a complex set of spreadsheets to a blub-dot-net program, you are, in essence translating from a functional language with value propagation to a very different paradigm (OO in this case) and also adding things like persistence and multi user interaction which a normal spreadsheet does not have to deal with. This project needs competent developers who have enough resources (including time) to do a proper job,and are expert in both functional and object oriented programming with a keen awareness of the chasm between the two paradigms and a knowledge of how to bridge it. You wouldn't have much use for a German to English translator who didn't know any German, would you?
Besides this technical misstep there are a host of others that make AgileCo's BHS project an interesting case study.
The first is the premature time commitment to clients, bypassing the essence of AgileCo's favorite planning methodology. This is the killer mistake. The second is an arbitrary team structure with unclear roles and shaky team buy in. The third factor worth discussing is how the dominant methodology at AgileCo discourages deep thought by developers and encourages them to grab a "User Story" and hit the keyboard as soon as possible. This eliminates the chances of success for finding a technical approach that attacks the core of the problem. The fourth is how a totally unnecessary onshore/offshore team split adds dysfunctional management, unnecessary paperwork and communication overhead. The fifth and most crucial insight is about how dumb management can totally screw up a project's chances of success beyond repair.
Postscript:- The team is now on deathmarch mode and works on Saturdays and some Sundays. Of course the managers don't work on weekends. The brighter developers are looking for other jobs.
(*) Most spreadsheets have some kind of extension mechanism. In Excel, for e.g. you can use VB script to write your own extensions. But this means (a) and end user has to learn a programming language and (b) subtle errors can creep in when you mix imperative and functional code. Debugging spreadsheets is a nightmare at the best of times.
Saturday, September 09, 2006
Rules For Failure #1 Create a group
I've been notcing that people who never get anything done seem to follow a few (anti-)patterns when they start off their projects. The most common one says "To get something done, first create a committee".
The key insight is that people may not think they are creating a committee; they may think that they are "discussing" their ideas with friends. But what happens is that there is a lot of discussion and no action. If there is some action, it tapers off soon enough.
This can be seen in various attempts to "learn design patterns" or "evangelize agile" or whatever. The dynamics of forming a group give an initial emotional high and a short lived illusion of progress. In the end, the effort dies down and it is time for the next fad.
With all the emphasis on "teamwork", not enough people can summon up the gumption to start working on something by themselves and make some progress before talking about it, or trying to get other people involved.
Consciously reversing this pattern seems to help. To master a programming language or framework , for e.g, just shut up and code. When the coding is finished release the code and do something else. Doing that long enough, you'll find you attract like minded people.
So these days, when people say things like "I am very interested in learning mathematics" my counter question is "so how many problems/proofs did you work through today"? Nothing else is important. Replace "working through problems/proofs" with the appropriate context dependent measures of progress.
Don't yap. Work.
Thursday, August 03, 2006
W[ear] Cloak Of Invisibility
The compiler project has kicked off and I have zero free time. I am spending all my time coding and reading.So .... I am totally unavailable.
I am off the net and the phones are off. There is no way you can reach me. I am travelling extensively as well (long story). Mail will (eventually) be answered.
End of bulletin.
Saturday, July 29, 2006
Indo Pak War - A Slightly Different Perspective
But Martin, Enterprise Software IS Boring
Martin Fowler writes about Customer Affinity, a factor he believes distinguishes a good enterprise developer from a bad one. So far,so good.
He says "I've often heard it said that enterprise software is boring, just shuffling data around, that people of talent will do "real" software that requires fancy algorithms, hardware hacks, or plenty of math."
This is almost exactly what I say.(Just remove the quotes around "real" ;-) ).
Martin goes on to disagree with this idea (which is fine) but then he says "I feel that this usually happens due to a lack of customer affinity." And this is where I disagree.
People who work on things like compilers and hardware hacks and "tough" algorithmic problems can have customers, just as the enterprise folks do. I know I have. The compiler I am writing now has a customer. The massively parallel neural network classifier framework I wrote a couple of years ago had a customer. The telecom fraud detection classifier cluster I worked on last year (along with some other talented programmers) is being used by a company which is very business (and customer) oriented. So the idea that a "customer" (and thus customer affinity) is restricted only to those folks who write database backed web apps is simply not true.
Math/algorithms/hardware hacks and the presence or absence of a "customer" (and thus, customer affinity) are orthogonal (you know, two axes at 90 degrees to each other) issues.
With the customer issue out of the way, let us examine the core issue - the notion that talented developers would prefer to do stuff like compilers and algorithms instead of a business app (by which I mean something like automating the loan disbursal processes of a bank).
The best way to get a sense of the truth is to examine the (desired) flow of people in both directions. I know dozens of people who are very very good at writing business software who yearn wistfully for a job doing "plumbing" like compilers and tcp/ip stacks, but I've never yet seen someone who is very very good at writing a compiler or operating system (and can make money doing so) desperately trying to get back to the world of banking software. A programmer might code enterprise apps for money, but at night, at home, he'll still hack on a compiler.
It's kind of a "Berlin Wall" effect. In the days of the cold war, to cut through the propoganda of whether Communism was better than Capitalism , all you had to do was to observe in which direction people were trying to breach the Berlin Wall. Hundreds of people risked their lives to cross from the East to the West but practically no one went the other way. Of course this could just mean that the folks didn't appreciate the virtues of people's power and the harangues of the comissars but I somehow doubt it.
To see whether living in India is better than living In Bangladesh (or whether living in the United States is better than living in India) look at who is trying to cross the barriers and in which direction.
Economic Theory suggests another way of finding an answer. Suppose you were offered say 10,000$ a month for say 2 years, to develop the best business app you can imagine and say, 8000 $ a month, for the same two years to work on the best systems/research project you can imagine. Which one would you choose? Now invert the payment for each type of work. Change the amounts till you can't decide one way or another and your preference for either job is equal. Finding this point of indifference (actually it is an "indifference curve") will teach you about your preference for "enterprise over systems". I believe that while individuals will choose many possible points as their "points of indifference" on that curve, a majority of the most talented debvelopers would prefer a lower pay for a good systems/research project in preference to an enterprise project, no matter how interesting. And to most developers, an enterprise project becomes interesting to the degree it needs "tough programming" skills (massively scalable databases say.. there is a good reason Amazon and Google emphasize algorithms , maths and other "plumbing" skills in their interviews and an equally good reason why a Wipro or a TCS doesn't bother testing for these skills).
The widespread (though not universal) preference of the very best software developers for "plumbing" over "enterprise" holds even inside Thoughtworks (where Martin works and where I once worked). I know dozens of Thoughtworkers who'd prefer to work in "core tech". While I was working for TW, the CEO,Roy Singham, periodically raised the idea of venturing into embedded and other non enterprise software and a large majority of developers (which invariably included most of the best devs) wanted this to happen. Sadly, this never actually came to pass.
A good number of thoughtworkers do business software to put bread on the table, or while working towards being good enough to write "plumbing", but in their heart, they yearn to hack a kernel or program a robot. (Another group of people dream about starting their own web appp companies). For most of these folks tomorrow never quite arrives, but some of the most "businessy" developers in Thoughtworks dream of writing game engines one day or learning deep math vodoo or earning an MS or PhD. And good people have left TW for all these reasons. And if this is the situation at arguably the best enterprise app development company (at least in the "consultants" subspace) one can imagine the situation in "lesser" companies.
The programmer who has the ability to develop business software and "plumbing" software and chooses to do business app development is so rare as to be almost non existent. Of course, most business app dev types are in no condition to even contemplate writing "hard stuff" but that is a topic for another day.
Paul Graham (admittedly a biased source) says (emphasis mine),
"It's pretty easy to say what kinds of problems are not interesting: those where instead of solving a few big, clear, problems, you have to solve a lot of nasty little ones....Another is when you have to customize something for an individual client's complex and ill-defined needs. To hackers these kinds of projects are the death of a thousand cuts.
The distinguishing feature of nasty little problems is that you don't learn anything from them. Writing a compiler is interesting because it teaches you what a compiler is. But writing an interface to a buggy piece of software doesn't teach you anything, because the bugs are random. [3] So it's not just fastidiousness that makes good hackers avoid nasty little problems. It's more a question of self-preservation. Working on nasty little problems makes you stupid. Good hackers avoid it for the same reason models avoid cheeseburgers."
Strangely enough, I heard Martin talk about the same concept (from a more positive view point, of course) when he last spoke in Bangalore. He explained how much of the complexity of business software is essentially arbitrary - how an arcane union regulation about paying overtime for one man going bear hunting on Thanksgiving can wreck the beauty of a software architecture. Martin said that this is what is fascinating about business software. But he and Paul essentially agree about business software being about arbitrariness. It is a strange sense of aesthetics that finds beauty in arbitrariness, but who am I to say it isn't valid?
Modulo these ideas, I agree with a lot of what Martin says in his blog post. The most significant sentence is
"The real intellectual challenge of business software is figuring out where what the real contribution of software can be to a business. You need both good technical and business knowledge to find that."
This is so true it needs repeating. And I have said this before.To write good banking sofwtare, for e.g. you need a deep knowledge of banking AND (say) the j2ee stack. Unfortunately the "projects and consultants" part of business software development doesn't quite work this way. I will go out on a limb here and say that software consulting companies *in general* (with the rare honorable exception blah blah ) have "business analysts" who are not quite good enough to be managers in the enterprises they consult for and "developers" who are not quite good enough to be "hackers" (in the Paul Graham sense).
Of course factoring in "outsourcing" makes the picture worse. By the time a typical business app project comes to India, most, if not all of the vital decisions have been made and the project moves offshore only to take advantage of low cost programmers, no matter what the company propoganda says about "worldwide talent", so at least in India this kind of "figuring out" is almost non existent and is replaced by an endless grind churning out jsp pages or database tables or whatever. It is hard to figure out the contribution of your software to people and businesses located half a world away, no matter how many "distributed agilists" or "offshore business analysts" you throw into the equation.
This is true for non businessy software also,though to a much lesser degree. The kind of work outsourced to India is still the non essential "grind" type (though often way less boring than their "enterprise" equivalents). The core of Oracle's database software for .e.g. is not designed or implemented in India. Neither is the core of Yahoo's multiple software offerings - the maintenance is, development is not. And contary to what many Indians say, this is NOT about the "greedy white man's" exploiting the cheap brown skins. You need to do hard things and prove yourself before you are taken seriously. Otherwise people WILL see you as cheap drone workers. That's just the way of the world).
And I say this as someone who is deeply interested in business. T'is not that I loved business less but I loved programming more :-).I'd rather read code than abusiness magazine but I prefer a business magazine to say, fashion news. I actually LIKE reading about new business models. I read every issue of The Harvard Business Review (thanks Mack) and have dozens of businessy books on my book shelf along with all the technical books. (I gave away all (300 + books) of my J2EE/dotNet/agile/enterpise dev type book collection , but that is a different story). I am working through books on finance and investing and logistics. I have friends who did their MBA in Corporate Strategy from Dartmouth or are studying in Harvard (or plan to do so). I have friends who work for McKinsey, and Bain and Co, and Booz and Allen, and Lehman Brothers. If I were 10 years younger (and thus had a few extra years to live), I'd probably do an MBA myself. And of course I have spent 10 years (too long, oh, too long) doing "enterprise" software. In my experience (which could turn out to be atypical),the "plumbing" software is way tougher and waaaaay more intellectually meaningful than enterprise software, even of the hardest kind. I might enjoy an MBA, but I will NEVER work in the outsourced business app development industry again even if I have to starve on the streets of Bangalore. I'll kill myself first. So, yeah I am prejudiced. :-). Take everything I say with appropriate dosages of salt.
And just so I am clear, I do NOT think Martin is deliberately obfuscating issues. I think Martin is the rare individual who actually chooses enterprise software over systems software and is lucky enough to consistently find himself working with the best minds and in a position to figure out the business impact of the code he writes. This is very different from the position of the average "coding body", especially when he is selected more for being cheap than because he knows anything useful ("worldwide talent", remember :-) ).
Btw, Martin's use of the word "plumbing" is not used in a derogatory sense (though I've seen some pseudo "hackers" take it that way, especially since the word makes a not-so-occasional appearnce in many of his speeches) but more in the sense of "infrastructure". If you are such a "hacker" offended by the use of the term, substitute "infrastructure" for "plumbing" in his article. That takes the blue collar imagery and sting out of that particular word, fwiw.
I think Martin has very many valuable things to say.
I just think he is slightly off base in this blog post and so I respectfully disagree with some of his conclusions.
But then again, it could all be me being crazy. Maybe enterprise software is really as fascinating as systems software, and writing a banking or leasing or insurance app really as interesting as writing a compiler or operating system.(and Unicorns exist , and pigs can fly).
Hmmmm. Maybe. Meanwhile I'm halfway under the wall and have to come up on the other side before dawn. Back to digging.
Wednesday, July 26, 2006
[Politics] Tip Of The Hat To Israel
I like to think I am "centrist" when it comes to politics and that the world has shades of grey and is not all black and white.
However, in the present Israel/Lebanon-Hezbollah conflict, I sympathize with Israel.
The key characteristic of a nation is that it has (or should have) a monopoly of violence within its borders. As far as I can make out, the Israeli withdrawal from Lebanon was conditional on the *state* of Lebanon reigning in the Hezbollah.
If the Lebanese turn over a chunk of their territory to murdering fanatics trying to impose an archaic religious code on the rest of the world, they can't cry foul when people who lose patience with Allah's foot soldiers invade that territory. Either they control the territory, in which case they should be in control of their borders, not an Islamic militia. Alternatively they don't control it, in which case they have no business screaming about Israeli agression or invasion.
The Israelis, could in an ideal world, have shown a more nuanced approach, but I guess their patience has its limits.
this blog entry says it best.
Saturday, July 22, 2006
Missing Comments Fixed
For some strange reason, some comments did not make it through to my mail account and were piling up in the blogger bin. Some of them were excellent (Mujib , S and some "anonymii" ) and have been approved while a few (all anonymous :-D) along the lines of "I hope you burn in hell, Pagan Devil Worshipper" "U R suXorz" etc have been deleted.
The latter are particularly interesting. I can't imagine someone having a life so empty that they first read a blog they don't like and then laboriously compose a "hate comment" and post it with the full knowledge that it will be deleted with a single mouseclick. Oh well, it takes all kinds to make a world, I guess! I get a laugh out of these outbursts of venom, so please keep sending them.
Apologies to those whose comments were in limbo. As to the person who wanted the comments to "popup" rather than be listed in the permalink page, sorry about that, but *I* hate popups. Still if enough readers want popups, I'll re consider the decision.
That ends the administrivia announcement. Have a nice day.
Friday, July 21, 2006
Status Update aka Thank You for the job offers
In my last post, I wrote
"Aaargh! someone give me a job in the USA (or even better, an admission into a good PhD program) please! I give up on this country!"
A few readers (4 in all) were kind enough to write in with job offers in the USA! Nice! Even better, no one offered me an "enterprise" job. Two were in AI (related) companies and two in compilers.One of those jobs is veeeeery tempting.
Must-resist-temptation :-)
Thank you all. I've written to all of you individually.
That reminds me.Here is a long overdue status update.
I will be working on the "compiler project" (this needs a good name) till about the middle of November.
Then it looks like I will be working with KD building some stuff for his startup. KD and I think very differently so expect some fireworks. He will probably throw me out of the company the very first day :-)
My decision to leave India in 2007 is unchanged. I plan to try for a PhD rather than a job. That way I don't have to play the "H1 game" and sell myself into wage slavery immediately:-). Having said that, one of the job offers had a "higher education allowance" perk.
Hmmmmmm.
Update: The "blogspot ban" is partially removed. The "dangerous" sites are still blocked. Most of them are terrible and not worth reading (Of course I read them all. The best way to get people to do something is to forbid them to do so!). The only (somewhat) interesting nugget was Nathuram Godse (Gandhi's assassin)'s speech from the dock. If the Intelligence Bureau thinks these sites are going to "incite violence" they need their heads examined.
Monday, July 17, 2006
Indians can't see this blog entry
because some f##$$$%%^ ing bureaucrat in the Indian Government has mandated that ISPs block access to blogspot.
If I wanted to live under a dictatorial government that condones this crap. I'd go and live in Iran. Or North Korea.
The bureaucrats responsible (and the weaselly ISP bosses who go along) should be lined up against the nearest wall and shot! I don't pay taxes to have my freedoms taken away by you stupid bastards.
Blogger.com is still accessible so I can post stuff using the managements screens [roll eyes] but I can't read any blogs on blogpsot through my browser.
What's next? Book Burning?
Aaargh! someone give me a job in the USA (or even better, an admission into a good PhD program) please! I give up on this country!
I am fed up with the arbitrariness of life in India. For 10 years I refused to go or work abroad because I wanted to live and work in India. But I'll be damned if I support a systems that actively pits nations people against themselves (with caste based reservation - read discrimination - poised to entrench itself in the private industry) and does crazy things in the name of "national security" (like block blogspot). On one side we have the ruling Indian National Congress plus their traitorous Communist Allies and on the other we have religious fanatics led by the Bharatiya Janata Party, who are in the opposition.
I'd rather live as a janitor in a country where citizenship means something than in slowly decaying "world's largest democracy". Any "patriotism" or "national security" that is fragile enough to be destroyed by some s.o.b nutcase putting up an "anti Indian " blog on blogpsot (I offer a bet at ten to one odds that this will be the reason trotted out. Alternatively someone in the government is trying to shake down google) is not worth preserving anyway.
I used to be proud to be Indian. Now I am ashamed.
If I can't get into a decent PhD program this year I'm going to be one of the "cheap brown ill paid programmer doing crap work and desperate for a green card" types in the USA. Or get on a boat and f#%^ing ROW to the West. Anything to get out, so help me God.
Update: The Indian Government has blocked blogspot because "some terrorists are using blogs to communicate". I'm speechless.
Update: How to by pass the ban
Saturday, July 15, 2006
Algorithmics In The Dark Compiler Alley
My upcoming "write a compiler" project is about writing a industrial strength compiler. The good news is that it is wonderful to be in a position where you get paid to do something like this (vs say, writing yet another J2EE/dotNet/framework du jour [something that starts with "R"? :-P] "enterprise app"). The bad news is that I have to deliver a 2 person year project in about 6 person months ( 1 person - Yours Truly - and about 6 months starting in August).
One way to "shrink" such a project is to use powerful languages. A compiler, while quite complex, has very few library dependencies. What this means is that you can write a compiler in any language you want and not sacrifice any advantages while doing so. The converse of this is that one can abandon brain dead languages like say, Java, and use something truly powerful, like say, Haskell.
I've spent the last few weeks writing 'compiler like' bits and pieces in various languages, and have short listed 3 - Lisp, Scheme, and Haskell. Besides their power, these languages have another feature in common - none of them have an open source, batteries included IDE. (And "no IDE" implies "use emacs". And the sheer customizability of emacs is exhilarating but more on that in another post).
An interesting (and unexpected) development is that evaluating alternative designs calls for a degree of algorithmic sophistication. For example, in the code generation phase of the compiler the decision to use an RTL (gcc's intermediate language)clone vs (say) a BURS (bottom up rewriting system) based graph traversal needs the ability to (mathematically) analyse the competing code gen algorithms and the trade offs of each. The key to getting a grip on BURS, for e.g., is to understand Dynamic Programming. More interestingly, there is often a need to augment an existing algorithm or data structure to accomodate application specific constraints. The paradigm embodied by the language under consideration determines the "shape" of the runtime. The demands of the runtime and the level of optimization required determines the appropriateness of a particular code gen algorithm, which in turn influences the transformations required on the abstract syntax tree, and so on.
There aren't too many books which teach you to design algorithms and data structures (vs memorizing a few standard ones). Of course if you are an "enterprise" programmer, you don't need any of this and can get by with simple lists and hashtables provided by your language's libraries. But if you (intend to) work in more challenging (and, if I may say so, interesting) domains, learn to analyze and design algorithms (and data structures). It might even help you get an interesting and satisfying job. Companies like Google and Amazon have very algorithmics heavy interviews. As Cormen et al say in Introduction To Algorithms (the best book ever written on Algorithms and Data Structures),
"Having a solid base of algorithmic knowledge and technique is one characteristic that separates the truly skilled programmers from the novices. With modern computing technology, you can acccomplish some tasks without knowing much about algorithms, but with a good background in algorithms, you can do much, much more)".
Another interesting, though less comprehensive and more lightweight textbook is The Algorithm Design Manual by Steven Skiena. It is more of a complement to Cormen and Rivest than a substitute and has a distinctive writing style. Every chapter has an accompanying "war story", drawn from the author's extensive consulting experience, where he reports how he applied the technique taught in the chapter to solve a real world problem or optimize (sometimes in a very dramatic fashion) an inefficient solution. Imagine - algorithmics consulting - I guess they won't be outsourcing those jobs anytime soon :-D.
The one "problem" with the Cormen and Rivest book is that it calls for a certain level of mathematical sophistication on the part of the student. This is unavoidable in a book that avoids a "cookbook of algorithms" approach and tries to teach how to design new algorithms and adapt existing ones to teh problem space. So, before you buy this book ( and it IS a book that should be on every programmer's bookshelf) be sure to learn basic discrete mathematics, probability, linear algebra and set theory. Working through Concrete Mathematics really helps. The effort will repay itself a thousand fold.
But be warned. Once you taste the power of algorithms you'll never be able to go back to your "build (or even worse, maintain) yet another Visual Blub dotNet banking app in Bangalore" day job. On the other hand, you may find that programming is challenging, meaningful, and above all, fun. Red Pill or Blue? :-)
Sunday, July 09, 2006
My blog disappeared!
A few hours ago my blog began to turn up with an empty page! No content visible(but the posta re still visible form the admin interface). Hopefully the folks at blogger will fix this soon.
This is atest post to see if creating anew post will recover the blog! (or at least update the atom/rss feeds)
It has reappeared! But have lost all the minor tweaks like my blogroll. Aaaaaargh!!!! Oh well I am too busy now to do any template hacking. Fwiw, the mailing list reveals that many people are having this problem. Google/Blogpsot seems to lose your template once every so many updates (Java threads running amok methinks. Or some el crappo database like mysql screwingup?
The best defence is to maintain a copy of your template somewhere (and your posts too if you value them enough. I don't :-) ).
Tuesday, June 27, 2006
Farewell to Windows

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