this post was submitted on 21 Nov 2025
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This kind of things are exactly what I see with a mid-level dev who enthusiastically tries to use GenAI in embedded development: He produces code that seems to work, but misses essential correctness features, like using correct locking in multi-threaded code. With the effect that his code is full of subtle races conditions, unexpected crashes, things that can't work but would take months to debug because the errors are non-deterministic. He has not fully understood why locks are necessary or what Undefined Behaviour in C++ really means. For example, he does not see a problem with a function with a declared return value to not return a value (inconceivably, gcc accepts such code by default, but using the value is undefined behaviour). He resists to eliminate compiler warnings or instrument his code with -Werror -Wall.
Unfortunately, I am not in the position to fire him. He was the top developer for two years. Also, the company was quite successful in the past and has, over these successful years, developed an unhealthy high level of tolerance for technucal debt.
And more unfortunately, the company's balance sheet is already underwater, because of extreme short-term thinking in upper management and large shifts in markets, and is unlikely to survive the resulting mess.
And that's why GenAI has chances to leave kind of a double blast crater in tech: Deceptive advertising and completely unsustainable financing, followed by equally unsustainable technical decisions and development practices.