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Home/ Questions/Q 206659
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Editorial Team
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Editorial Team
Asked: May 11, 20262026-05-11T17:39:57+00:00 2026-05-11T17:39:57+00:00

I work in a group that does a large mix of research development and

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I work in a group that does a large mix of research development and full shipping code.

Half the time I develop processes that run on our real time system ( somewhere between soft real-time & hard real-time, medium real-time? )

The other half I write or optimize processes for our researchers who don’t necessarily care about the code at all.

Currently I’m working on a process which I have to fork into two different branches.

There is a research version for one group, and a production version that will need to occasionally be merged with the research code to get the latest and greatest into production.

To test these processes you need to setup a semi complicated testing environment that will send the data we analyze to the process at the correct time (real time system).

I was thinking about how I could make the:

  1. Idea
  2. Implement
  3. Test
  4. GOTO #1

Cycle as easy, fast and pain free as possible for my colleagues.

One Idea I had was to embed a scripting language inside these long running processes.
So as the process run’s they could tweak the actual algorithm & it’s parameters.

Off the bat I looked at embedding:

  • Lua (useful guide)
  • Python (useful guide)

These both seem doable and might actually fully solve the given problem.

Any other bright idea’s out there?

Recompiling after a 1-2 line change, redeploying to the test environment and restarting just sucks.

The system is fairly complicated and hopefully I explained it half decently.

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  1. Editorial Team
    Editorial Team
    2026-05-11T17:39:57+00:00Added an answer on May 11, 2026 at 5:39 pm

    If you can change enough of the program through a script to be useful, without a full recompile, maybe you should think about breaking the system up into smaller parts. You could have a “server” that handles data loading etc and then the client code that does the actual processing. Each time the system loads new data, it could check and see if the client code has been re-compiled and then use it if that’s the case.

    I think there would be a couple of advantages here, the largest of which would be that the whole system would be much less complex. Now you’re working in one language instead of two. There is less of a chance that people can mess things up when moving from python or lua mode to c++ mode in their heads. By embedding some other language in the system you also run the risk of becoming dependent on it. If you use python or lua to tweek the program, those languages either become a dependency when it becomes time to deploy, or you need to back things out to C++. If you choose to port things to C++ theres another chance for bugs to crop up during the switch.

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