Last updated on July 8th, 2021 at 01:09 pm
Nonstrategic technical debt is technical debt that appears in the asset without strategic purpose. We tend to introduce nonstrategic technical debt by accident, or as the result of urgency, or from changes in standards, laws, or regulations—almost any source other than asset-related engineering purposes. In this thread I examine a variety of precursors of nonstrategic technical debt that aren’t directly related to technology. Sources of these precursors include:
- Communication between and among people
- Organizational policies relating to job assignments
- Cognitive biases [Kahneman 2011]
- Performance management policy
- Incentive structures
- Organizational structures
- Contract language
- Outsourcing
- …and approaches to dealing with budget depletion.
Precursors vs. causes
I use the term precursor instead of cause because none of these conditions leads to technical debt inevitably. From the perspective of the policymaker, we can view these conditions as risks. It’s the task of the policymaker to devise policies that manage these risks.McConnell has classified technical debt in a framework that distinguishes responsible forms of technical debt from other forms [McConnell 2008]. Briefly, we incur some technical debt strategically and responsibly. Then we retire it when the time is right. We incur other technical debt for other reasons, some of which are inconsistent with enterprise health and wellbeing.
The distinction is lost on many. Unfortunately, most technical debt is nonstrategic. We would have been better off if we had never created it. Or if we had retired it almost immediately. In any case we should have retired it long ago.
It’s this category of nonstrategic technical debt that I deal with in this thread. Although all technical debt is unwelcome, we’re especially interested in nonstrategic technical debt, because it’s usually uncontrolled. In these posts I explore the nontechnical mechanisms that lead to formation of nonstrategic technical debt. Schedule pressure is one exception. Because it’s so important, it deserves a thread of its own. I’ll address it later.
Last words
Here are some of the more common precursors of nonstrategic technical debt.
- Failure to communicate the technical debt concept
- Failure to communicate long-term business strategy
- Technological communication risk
- Team composition volatility
- The Dunning-Kruger effect can lead to technical debt
- Unrealistic definition of done
- Self-sustaining technical knowledge deficits during contract negotiations
- Performance management systems and technical debt
- Zero tolerance and work-to-rule create adversarial cultures
- Stovepiping can lead to technical debt
- Separating responsibility for maintenance and acquisition
- The fundamental attribution error
- Feature bias: unbalanced concern for capability vs. sustainability
- Unrealistic optimism: the planning fallacy and the n-person prisoner’s dilemma
- Confirmation bias and technical debt
- How outsourcing leads to increasing technical debt
- How budget depletion leads to technical debt
- Contract restrictions can lead to technical debt
- Organizational psychopathy: career advancement by surfing the debt tsunami
- The Tragedy of the Commons is a distraction
- The Broken Windows theory of technical debt is broken
- Malfeasance can lead to new technical debt
I’ll be adding posts on these topics, so check back often, or subscribe to receive notifications when they’re available.
References
[Kahneman 2011] Daniel Kahneman. Thinking, Fast and Slow. New York: Macmillan, 2011.
- Unrealistic optimism: the planning fallacy and the n-person prisoner’s dilemma
- Confirmation bias and technical debt
- The trap of elegantly stated goals
[McConnell 2008] Steve McConnell. Managing Technical Debt, white paper, Construx Software, 2008.
Available: here; Retrieved November 10, 2017.
- Nontechnical precursors of nonstrategic technical debt
- How performance management systems can contribute to technical debt
[McCullough 1972] David McCullough. The Great Bridge: The epic story of the building of the Brooklyn Bridge. New York: Simon and Schuster, 1972.
[Talbot 2011] J. Talbot. “The Brooklyn Bridge: First Steel-Wire Suspension Bridge.” Modern Steel Construction 51:6, 42-46, 2011.
Available: here; Retrieved: December 20, 2017.