Posts Tagged ‘Venture Capitalist’
Using Credit Limits to Constrain “Development on Margin”
Buying (stocks) on margin is broadly recognized as a risky investment strategy. Funding long-term investments with short-term debt exposes the investor to margin calls as he/she might not be able to secure more financing when needed. The resultant margin call is never pleasant.
The accrual of technical debt in the course of aggressively developing functions and features is quite a similar phenomenon. The CTO is betting the functionality he/she is developing will pay off before the need to “pay back” the technical debt becomes imperative. The temptation to do so is particularly strong due to the lack of credit limits on technical debt. For all practical purposes the CTO is “developing on margin.”
In his comprehensive studies of the economics of software, Capers Jones has actually put a 3-5 year ceiling on the economical viability of developing on margin:
Indeed, the economic value of lagging applications is questionable after about three to five years. The degradation of initial structure and the increasing difficulty of making updates without “bad fixes” tends towards negative returns on investment (ROI) within a few years.
As the CEO leading a company, or the venture capitalist funding it, you can restrain development on margin by establishing credit limits. Use a combination of static code analysis with dynamic program analysis to calculate the amount of accrued technical debt in $$ terms. (An illustration of such calculation as well as a breakdown of the technical debt is given in the Sonar chart above). Set a limit (say $0.25 per line of code) on the amount of permitted technical debt. Once the limit is reached, developers are not allowed to continue developing new functionality – they have to first reduce (and hopefully eliminate) their technical debt.
A very simple “Lacmus test” is available to the CEO/VC until the code is instrumented and the analytics illustrated above generated. Ask your CTO about unit test coverage. If the coverage is low (say <30%), chances are the technical debt is high. Whether the CTO realizes it or not, low unit test coverage is a good indicator of technical debt of all kinds. Moreover, the investment required to develop a full-fledged suite of unit tests is often the largest component of the technical debt to be paid back.
Cutter’s Technical Debt Assessment and Valuation Service
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The Cutter Consortium has announced the availability of the Technical Debt Assessment and Valuation Service. The service combines static code analytics with dynamic program analytics to give the client “x-rays” of the software being examined at any desired granularity – from the whole project portfolio to a single instruction. It breaks down technical debt into the areas of coverage, complexity, duplication, violations and comments. Clients get an aggregate dollar figure for “paying back” debt that they can then plug into their financial models to objectively analyze their critical software assets. Based on these metrics, they can make the best decisions about their ongoing strategy for the software development effort under scrutiny.
This new service is an important addition to the enlightened software governance framework that Jim Highsmith, Michael Mah and I have been thinking about and contributing to for sometime now (see Beyond Scope, Schedule and Cost: Measuring Agile Performance and Quantifying the Start Afresh Option). The heart of both the technical debt service and the enlightened governance framework is captured by the following words from the press release:
By boiling down technical debt to dollars and tying it to cost and value, the service enables a metrics-driven governance framework for the use of five major constituencies, as follows:
It should finally be pointed out that the technical debt assessment service and the governance framework it enables are applicable to any software method. They can be used to:
Forthcoming Cutter Executive Reports, Executive Updates and Email Advisors on the technical debt service are restricted to Cutter clients. As appropriate, I will publish the latest and greatest news on the subject in the Cutter Blog (which is an open forum I highly recommend).
Acknowledgements: I would like to wholeheartedly thank the following colleagues for inspiring, enlightening and supporting me during the preparation of the service:
Written by israelgat
May 5, 2010 at 4:40 am
Posted in Agile Performance Management, Companies, Events, Performance Measurement, Software Costs
Tagged with Anne Mullaney, CEO, Chris Sterling, Cindy Swain, CIO, Comments, Complexity, Coverage, CTO, Cutter Consortium, Duplication, Governance Framework, Industry Norms, Israel Gat, IT Operations, Jennifer Flaxman, Jim Highsmith, John Heintz, Jonathon Golden, Kara Letourneau, Karen Coburn, Ken Collier, Kim Leonard, M&A, Michael Mah, NPV, Paying Back, Software Method, Technical Debt, Valuation, Venture Capitalist, Violation