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Alternatives to Lines of Code (LOC)

It amazes me that in 2016, I still hear the occasional story of some software team manager measuring developer productivity by committed lines of code (LOC) per day.  In fact, this reminds me of hearing about measles outbreaks.  That this still takes place shocks and creates an intense sense of anachronism.

I don’t have an original source, but Bill Gates is reputed to have offered pithy insight on this topic.  “Measuring programming progress by lines of code is like measuring aircraft building progress by weight.”  This cuts right to the point that “more and faster” does not equal “fit for purpose.”  You can write an awful lot of code without any of it proving useful.

Before heading too far down the management criticism rabbit hole, let’s pull back a bit.  Let’s take a look at why LOC represents such an attractive nuisance for management.

For many managers, years have passed since their days of slinging code (if those days ever existed in the first place).  So this puts them in the unenviable position of managing something relatively opaque to them.  And opacity runs afoul of the standard management playbook, wherein they take responsibility for evaluating performances, forecasting, and establishing metric-based incentives.

The Attraction of Lines of Code

Let’s consider a study in contrasts.  Imagine that you took a job managing a team of ditch diggers.  Each day you could stand there with your clipboard, evaluating visible progress and performance.  The diggers that moved the most dirt per hour would represent your superstars and the ones that tired easily and took many breaks would represent the laggards.  You could forecast milestones by observing yards dug per day and then extrapolating that over the course of days, weeks, and months.  Your reports up to your superiors practically write themselves.

But now let’s change the game a bit.  Imagine that all ditches were dug purely underground and that you had to remain on the surface at all times.  Suddenly accounts or progress, metrics, and performance all come indirectly.  You need to rely on anecdotes from your team about one another to understand performance.  And you only know whether or not you’ve hit a milestone on the day that water either starts draining or stays where it is.

If you found yourself in this position suddenly, wouldn’t you cling to any semblance of measurability as if it were a life preserver?  Even if you knew it was reductionist, wouldn’t you cling?  Even if you knew it might mislead you?  Such is the plight of the dev manager.

In their world of opacity, lines of code represents something concrete and tangible.  It offers the promise of making their job substantially more approachable.  And so in order to take it away, we need to offer them something else instead.

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The Fastest Way to Get to Know NDepend

I confess to a certain level of avoidance when it comes to tackling something new.  If pressed for introspection, I think I do this because I can’t envision a direct path to success.  Instead, I see where I am now, the eventual goal, and a big uncertain cloud of stuff in the middle.  So I procrastinate by finding other things that need doing.

Sooner or later, however, I need to put this aside and get down to business.  For me, this usually means breaking the problem into smaller problems, identifying manageable next actions, and tackling those.  Once things become concrete, I can move methodically.  (As an aside this is one of many reasons that I love test driven development — it forces this behavior.)

When dealing with a new product or utility that I have acquired, this generally means carving out a path toward some objective and then executing.  For instance, “learn Ruby” as a goal would leave me floundering.  But “use Ruby to build a service that extracts data via API X” would result in a series of smaller goals and actions.  And I would learn via those goals.

For NDepend, I have a recommendation along these lines.  Let’s use the tool to help you visualize your the reality of your codebase better than anyone around you.  In doing this, you will get to know NDepend quickly and without feeling overwhelmed.
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Concreteness: Entering the Zone of Pain

Years ago, when I first downloaded a trial of NDepend, I chuckled when I saw the “Abstractness vs. Instability” graph.  The concept itself does not amuse, obviously.  Rather, the labels for the corners of the graph provide the levity: “zone of uselessness” and “zone of pain.”

When you run NDepend analysis and reporting on your codebase, it generates this graph.  You can then see whether or not each of your assemblies falls within one of these two dubious zones.  No doubt people with NDepend experience can recall seeing a particularly hairy assembly depicted in the zone of pain and thinking, “I knew it!”

But whether you have experienced this or not, you should stop to consider what it means to enter the zone of pain.  The term amuses, but it also informs.  Yes, these assemblies will tend to annoy developers.  But they also create expensive, risky churn inside of your applications and raise the cost of ownership of the codebase.

Because this presents a real problem, let’s take a look at what, exactly, lands you in the zone of pain and how to recover.

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How to Prioritize Bugs on Your To-Do List

People frequently ask me questions about code quality.  People also frequently ask me questions about efficiency and productivity.  But it seems we rarely wind up talking about the two together.  How can you most efficiently improve quality via the fixing of bugs?  Or, more specifically, how should you prioritize bugs?

Let me be clear about something up front.  I’m not going to offer you some kind of grand unified scheme of bug prioritization.  If I tried, the attempt would come off as utterly quixotic.  Because software shops, roles, and offerings vary so widely, I cannot address every possible situation.

Instead, I will offer a few different philosophies of prioritization, leaving the execution mechanics up to you.  These should cover most common scenarios that software developers and project managers will encounter.
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