An approach to settling technical debt in your application portfolio

A small summary of some key aspects in the approach to fixing the technical debt in your legacy application portfolio.


Risks of old technology in your software portfolio typically are:

  • The development and operations teams have little or no knowledge of the old technologies and/or programming languages.
  • Program sources have not been compiled for decades; modern compiler can not handle the old program sources without (significant) updates*.
  • Source code for runtime programs is missing, or the version of the source code is not in line with the version of the runtime. The old technology to do static calls (meaning, including every called program statically in the runtime module) makes things even more unreliable.
  • Programs use deprecated or undocumented low level interfaces, making every technology upgrade a risky operation for breaking these interfaces.

A business case for an project to update your legacy applications

  • A quick assessment of the technical debt in your application portfolio, in technical terms (what technologies), and in volume (how many programs).
  • An assessment of the technical debt against the business criticality and application lifecycle of the applications involved.
  • An assessment of the technical knowledge gap in your teams in the area of the technical debt.

Then, how to approach a legacy renovation project:

Take an inventory of your legacy. With the inventory, for every application make explicit what the business risk is, in context of the expected application lifecycle and the criticality of the application. Clean up everything that is not used. Migrate application that are strategic.

Make an inventory of the artefacts in your application portfolio:

  • Source code: what old technology source program do you have in your source code management tools.
  • Load module: what load modules do you have in our runtime environment,  in which libraries do these reside.
  • Runtime usage: what load modules are actually used, and by which batch jobs, or application servers.

Consult the business owners of the applications. You may find they do not even realize that they own the application, or that there is such a risk in their application. The application owner then must decide to invest in updating the application, expedite the retirement of the application, or accept the risk in the application. In highly regulated environments, and for business critical applications in general, the risks described above are seldomly acceptable.

Next, unclutter your application portfolio. Artefact that are not used anymore must be removed from the operational tools, throughout the entire CI/CD pipeline. It is ok to move things to some archive, but they must be physically removed from your source code management tools, your runtime libraries, from your asset management tools, and from any other supporting tool your may have. 

Then, do the technical migration for the remaining applications. If the number of applications that must be updated is high, you often see that organisation set up a “migration factory”.  This team is combination of business and technical expertise, that develops tools and methodologies for the required technology migrations. Remark here is that experience shows that more than 50% of the effort of such migrations will be in testing, and may be more if test environments and test automation for applications do not exist.

*Most compilers in the 1990s required modifications to the source programs to be compile-able. The runtime modules of the old compiler however, remained functioning. Many sites choose not to invest in the recompilation and testing effort.Nowadays we accept we have to modify our code when a new version of our compiler or runtime becomes available. For Java for example, this has always been a pain in the back, which is accepted. For the mainframe, backwards compatibility has always been a strong principle. Which has it’s advantages, but certainly also it disadvantages. The disadvantage of being an obstacle for technological progress, or in other words, the building up of technical debt, is often severely underestimated.

Billy Korando on J9 and ways to optimize Spring Boot applications

Last week I attended two refreshing talks by Billy Korando. Billy is a developer advocate working for IBM, and an expert in Java.

The first talk was on Eclipse J9, a “lightweight” or low-footprint open-source JVM implementation by IBM. (J9 has nothing to do with Java 9). See more on this in his article on his blog.

The second talk was on optimizing Spring Boot applications. This talk is be viewed on Vimeo.

He runs a great blog.

Node.red – an underestimated tool reaching it’s 1.0 version

Node.red is a visual, low-code programming tool for building integration solutions. It is especially suited for IOT, or rather ‘event-driven’ applications. The samples provided with theNode-RED logo tools can quickly get you a running application that, for example, filters your Twitter stream. The tool has, after 6 years, reached it’s 1.0 version. Worth checking out at https://nodered.org/!
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